{"meta":{"query_hash":"ddd1fe87d60d","filters":{"topic":"Public Relations and Crisis Communication"},"cohort_total":706,"direct_labels_cover":2,"predictions_cover":706,"exported":706,"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/ddd1fe87d60d","api":"https://metacan.xera.ac/api/v1/cohort?topic=Public+Relations+and+Crisis+Communication"},"results":[{"id":"W1009433608","doi":"","title":"The anxious profession : a study of competencies, qualifications, and education in Canadian public relations","year":2014,"lang":"en","type":"article","venue":"VIUSpace (Vancouver Island University Library)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pedagogy; Political science; Public relations; Sociology; Psychology; Medical education; Medicine","score_opus":0.010483837129143287,"score_gpt":0.23905951910357712,"score_spread":0.22857568197443384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1009433608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883846,0.0004291113,0.00006593265,0.0022089095,0.000027381398,0.00007014004,0.000080885824,0.000003593902,0.008729494],"genre_scores_gemma":[0.99419594,0.00070603256,0.00011470612,0.00068745326,0.000011079515,0.00003623418,0.00005711206,0.0000058335463,0.0041855546],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99487007,0.0009074601,0.00014640093,0.00027256404,0.0016187057,0.0021848036],"domain_scores_gemma":[0.99051815,0.0026472167,0.0011408323,0.00012711056,0.0026143815,0.0029522108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049046027,0.00038938888,0.0005612674,0.0038171043,0.023742072,0.006149324,0.0016763174,0.0014981184,0.0041331984],"category_scores_gemma":[0.013694481,0.0006535168,0.00030347527,0.0062812855,0.0069652926,0.00240853,0.004169385,0.0036124159,0.00025989363],"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":[0.000034222652,0.00016453494,0.060444903,0.00010239187,0.0000048212196,0.00037620027,0.9222352,0.000033404518,0.0003210354,0.0029386808,0.0022378576,0.011106819],"study_design_scores_gemma":[0.0000023191913,0.000024699993,0.05050547,0.00008042499,0.000002761925,0.00005096546,0.94263387,0.000059870716,0.00002453027,0.00010303046,0.006496792,0.000015225978],"about_ca_topic_score_codex":0.98367846,"about_ca_topic_score_gemma":0.993378,"teacher_disagreement_score":0.9071596,"about_ca_system_score_codex":0.09284037,"about_ca_system_score_gemma":0.14230637,"threshold_uncertainty_score":0.67360723},"labels":[],"label_agreement":null},{"id":"W1022386461","doi":"","title":"Ad Hominem as a Derailment of Confrontational Strategic Manoeuvring","year":2009,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Soundness; Fallacy; Order (exchange); Law and economics; Political science; Epistemology; Sociology; Philosophy; Economics; Linguistics","score_opus":0.04083387663355256,"score_gpt":0.29222808255909505,"score_spread":0.2513942059255425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1022386461","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20757411,0.0014628157,0.07020646,0.045120142,0.0013261318,0.00027895664,0.000034344368,0.00016220943,0.6738348],"genre_scores_gemma":[0.99126387,0.00008587758,0.0028015224,0.0010836906,0.00008850068,0.000069622496,0.000005362856,0.000015597017,0.004585994],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9682548,0.02120254,0.00089520006,0.0019515319,0.0055209436,0.002175051],"domain_scores_gemma":[0.98646414,0.007097121,0.002050788,0.001934184,0.0016207178,0.00083313225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018737635,0.00047177728,0.0005592417,0.001393714,0.008223477,0.010223225,0.0014537036,0.004776145,0.002786066],"category_scores_gemma":[0.030558027,0.00036768557,0.0004232936,0.00071729283,0.06980065,0.009314755,0.009762436,0.010607983,0.0003361537],"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":[0.000020214726,0.0000126769355,0.00039219964,0.000023487855,0.0000033088436,0.00016162707,0.027215486,0.00007226997,0.00030916295,0.96824294,0.0006098314,0.0029368151],"study_design_scores_gemma":[0.000027592527,0.00013031258,0.0013417446,0.00021301763,0.000011273349,0.0010621435,0.0767309,0.001334612,0.0017060474,0.84276193,0.07463485,0.000045552384],"about_ca_topic_score_codex":0.0009999955,"about_ca_topic_score_gemma":0.0013437964,"teacher_disagreement_score":0.018737635,"about_ca_system_score_codex":0.0036768666,"about_ca_system_score_gemma":0.0040125013,"threshold_uncertainty_score":0.099095225},"labels":[],"label_agreement":null},{"id":"W1067680347","doi":"10.1080/13216597.2009.9674748","title":"Globalisation and crisis communication","year":2009,"lang":"en","type":"article","venue":"Journal of International Communication","topic":"Public Relations and Crisis Communication","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":"Public sector; Globalization; Bureaucracy; Government (linguistics); Corporate governance; Public relations; Scope (computer science); New public management; Business; Political science; Economics; Public administration; Management; Politics; Computer science","score_opus":0.02110952438461132,"score_gpt":0.35518959032795294,"score_spread":0.3340800659433416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1067680347","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051972594,0.026031485,0.002423166,0.10374097,0.0011513095,0.00006654965,0.00028825973,0.0000868144,0.81423885],"genre_scores_gemma":[0.9546587,0.012536303,0.0006348686,0.0054264674,0.0006566878,0.00004363544,0.00016643268,0.00004028751,0.025836589],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767846,0.001143383,0.00008195321,0.00019479569,0.0003765464,0.0005249026],"domain_scores_gemma":[0.996549,0.0013680917,0.0006452586,0.00019562045,0.00063867436,0.0006033073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001949418,0.0005109118,0.00025848803,0.0020703874,0.0031866597,0.010304735,0.000654197,0.0033555178,0.027416645],"category_scores_gemma":[0.0047735414,0.00016132584,0.0002441192,0.0032074447,0.013740667,0.0062068137,0.00628702,0.0028485549,0.0015797805],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006558176,0.000050086997,0.0054488964,0.00057765935,0.000027547994,0.00077348034,0.05741088,0.001163558,0.00027171243,0.80033016,0.05919772,0.07468266],"study_design_scores_gemma":[0.000028475753,0.000056047465,0.010867563,0.0012982944,0.000015195803,0.0009218462,0.07117661,0.0005902922,0.0003024623,0.21503891,0.6996567,0.0000474602],"about_ca_topic_score_codex":0.014833802,"about_ca_topic_score_gemma":0.010544627,"teacher_disagreement_score":0.027416645,"about_ca_system_score_codex":0.00665263,"about_ca_system_score_gemma":0.0045722127,"threshold_uncertainty_score":0.09171784},"labels":[],"label_agreement":null},{"id":"W1138709869","doi":"10.2139/ssrn.2632151","title":"Media Reform: An Overview","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Net neutrality; Neutrality; Democracy; Power (physics); Political science; Alternative media; Battle; Sociology; Law and economics; Media studies; Public administration; Law; Politics; History; The Internet","score_opus":0.08735767903329723,"score_gpt":0.3754422945594301,"score_spread":0.2880846155261329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1138709869","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023039642,0.8534989,0.0016096093,0.04672793,0.0020532894,0.000083722516,0.00015365833,0.000051832027,0.093517065],"genre_scores_gemma":[0.0649233,0.8814522,0.0019524014,0.018641641,0.0101011135,0.0002899946,0.0002979196,0.000088093344,0.022253277],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99670297,0.0010682576,0.00026494998,0.00043559354,0.0009136978,0.00061446906],"domain_scores_gemma":[0.99343914,0.004363591,0.00064535375,0.00028298202,0.0008564702,0.00041249336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041018454,0.0010856346,0.0012218859,0.016722193,0.0026438648,0.011096246,0.0014619972,0.007462914,0.011648086],"category_scores_gemma":[0.009490984,0.00080045493,0.00084031624,0.013809327,0.0068738614,0.016184054,0.0048156106,0.0063646287,0.002461413],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013316012,0.0003113816,0.0012367102,0.0041965856,0.000038513437,0.0001445973,0.0012794483,0.00044611076,0.00030166312,0.4129781,0.074383564,0.50455016],"study_design_scores_gemma":[0.000023906354,0.000100597594,0.0043182266,0.0063865837,0.000056576377,0.0003956056,0.0016225304,0.00031869696,0.00045053466,0.03510369,0.9511882,0.0000348149],"about_ca_topic_score_codex":0.0049163247,"about_ca_topic_score_gemma":0.005882321,"teacher_disagreement_score":0.016722193,"about_ca_system_score_codex":0.008806663,"about_ca_system_score_gemma":0.0062735104,"threshold_uncertainty_score":0.06389707},"labels":[],"label_agreement":null},{"id":"W114155640","doi":"10.1002/9781118335529.ch18","title":"A Strategic Management Approach to Reputation, Relationships, and Publics: The Research Heritage of the Excellence Theory <sup>1</sup>","year":2013,"lang":"en","type":"other","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reputation; Publics; Excellence; Reputation management; Public relations; Experiential learning; Organizational theory; Political science; Sociology; Business; Management; Social science; Economics; Law","score_opus":0.1194266522720193,"score_gpt":0.34656379203212934,"score_spread":0.22713713976011002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W114155640","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017279262,0.036444314,0.11070887,0.10494864,0.0011229927,0.00012300766,0.00012844277,0.00013458145,0.72910994],"genre_scores_gemma":[0.88691884,0.03618931,0.03676365,0.0047365483,0.0020305014,0.000271209,0.00011140208,0.000091295085,0.032887176],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974371,0.0017222909,0.00008725175,0.00016490027,0.00040937404,0.00017903818],"domain_scores_gemma":[0.9958319,0.002541144,0.00048469758,0.00021489605,0.00045418928,0.00047319327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036156217,0.0006909806,0.00042315785,0.0041086744,0.0032371723,0.010704488,0.0011920166,0.0025131854,0.005896117],"category_scores_gemma":[0.0043742904,0.00020492832,0.00040743715,0.0057457234,0.017898299,0.009153538,0.0034133901,0.0035081964,0.0008340989],"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":[0.0000028306924,0.000015481322,0.00029744187,0.000052784657,0.0000027094427,0.000041699033,0.0018737029,0.0002900541,0.00002648442,0.9798599,0.0028958356,0.014641028],"study_design_scores_gemma":[0.0000043163204,0.000020012289,0.0011883413,0.00023252273,0.0000066052016,0.00012449428,0.004823125,0.0010942555,0.00007709765,0.91403157,0.07838506,0.000012505408],"about_ca_topic_score_codex":0.004551782,"about_ca_topic_score_gemma":0.006570039,"teacher_disagreement_score":0.010704488,"about_ca_system_score_codex":0.0078082676,"about_ca_system_score_gemma":0.00811025,"threshold_uncertainty_score":0.0566532},"labels":[],"label_agreement":null},{"id":"W1483136059","doi":"","title":"Tweet4act: Using Incident-Specific Profiles for Classifying Crisis-Related Messages","year":2013,"lang":"en","type":"article","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":69,"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 Nautical Research Society","funders":"","keywords":"Incident report; Microblogging; Computer science; Incident response; Social media; Recall; Precision and recall; Preparedness; Period (music); Information retrieval; Artificial intelligence; Data mining; Computer security; World Wide Web","score_opus":0.074172964484378,"score_gpt":0.3557708103711271,"score_spread":0.28159784588674913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1483136059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43489003,0.0026410788,0.3756432,0.0021162902,0.0016113749,0.0035349983,0.09058685,0.06587436,0.023101788],"genre_scores_gemma":[0.5913337,0.0011256663,0.31947693,0.0004192865,0.0006924664,0.0014547651,0.06855793,0.00067659444,0.016262699],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99912864,0.00015098118,0.00014019279,0.00020344194,0.00029161118,0.00008513598],"domain_scores_gemma":[0.9963916,0.001288822,0.00077150104,0.0004693838,0.00076519826,0.00031353068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000986526,0.0010798193,0.00065240817,0.0073762788,0.00082298333,0.0015587645,0.00089824444,0.001282281,0.0038995577],"category_scores_gemma":[0.006651127,0.00029586063,0.0004552582,0.0023998567,0.000244031,0.0027392793,0.0013991086,0.0009485702,0.0038163862],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020854713,0.0008053883,0.101001024,0.0019801445,0.00043788328,0.0010097167,0.0021096296,0.0057061533,0.058466822,0.0041203056,0.07367078,0.7486067],"study_design_scores_gemma":[0.00029255034,0.0014965205,0.15513588,0.0004005498,0.00052143383,0.003234424,0.0032950796,0.5508052,0.10102834,0.010460243,0.17281151,0.0005183158],"about_ca_topic_score_codex":0.003814726,"about_ca_topic_score_gemma":0.0052710506,"teacher_disagreement_score":0.0073762788,"about_ca_system_score_codex":0.0004810927,"about_ca_system_score_gemma":0.0007917009,"threshold_uncertainty_score":0.013045251},"labels":[],"label_agreement":null},{"id":"W1483816454","doi":"10.22230/cjc.2009v34n2a2225","title":"Rethinking public relations","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Public Relations and Crisis Communication","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":"McMaster University; Carleton University","funders":"","keywords":"Political science; Sociology","score_opus":0.05645728471119189,"score_gpt":0.31170034704632205,"score_spread":0.25524306233513017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1483816454","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006495617,0.013102247,0.013590037,0.60554886,0.012276246,0.000049141454,0.00007526537,0.0004975643,0.34836504],"genre_scores_gemma":[0.6153625,0.010336721,0.008472716,0.24521941,0.019078681,0.0002574578,0.00015864194,0.0011269934,0.09998699],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9663408,0.017632052,0.00083609356,0.005185404,0.005550794,0.004454972],"domain_scores_gemma":[0.9479618,0.03524698,0.0016590038,0.0075899665,0.0045583006,0.00298383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03713948,0.0010336979,0.0009231476,0.00399108,0.01784771,0.041763633,0.003959441,0.019039715,0.019323532],"category_scores_gemma":[0.04837561,0.0008218842,0.0011516074,0.002756255,0.094104566,0.053454336,0.019614507,0.02952376,0.004320809],"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":[0.0000070424317,0.0000120981895,0.000101320285,0.000046566656,0.0000049487735,0.000069150665,0.008808456,0.00007206643,0.000070242444,0.94626904,0.033135943,0.011403159],"study_design_scores_gemma":[0.000012663791,0.000013371929,0.00013991288,0.00022533779,0.000007724988,0.00006041522,0.00633717,0.00015338986,0.00016339202,0.34909993,0.64377093,0.000015816566],"about_ca_topic_score_codex":0.01145441,"about_ca_topic_score_gemma":0.0120459115,"teacher_disagreement_score":0.041763633,"about_ca_system_score_codex":0.019083938,"about_ca_system_score_gemma":0.017591959,"threshold_uncertainty_score":0.19641465},"labels":[],"label_agreement":null},{"id":"W1484901100","doi":"10.22230/cjc.2009v34n2a2033","title":"Out of the Fog and into the Future: Directions of Public Relations, Theory Building, Research, and Practice","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":26,"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":"Field (mathematics); Perspective (graphical); Sociology; Public relations; Delphi method; Political science; Engineering ethics; Social science; Engineering; Computer science","score_opus":0.0604689528224832,"score_gpt":0.3852419996011058,"score_spread":0.32477304677862256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1484901100","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03813442,0.05886393,0.026716301,0.8284915,0.0025281466,0.0008871119,0.00007129139,0.00011661826,0.044190664],"genre_scores_gemma":[0.8390959,0.047146123,0.06170765,0.039454367,0.0008838102,0.0024954407,0.00010004768,0.00011252664,0.009003982],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8231381,0.15625148,0.0033487745,0.00289221,0.0076316376,0.0067378143],"domain_scores_gemma":[0.85405755,0.1170471,0.0038025894,0.0035453143,0.01275299,0.008794487],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.195985,0.0013009945,0.001729021,0.007998256,0.016543142,0.036850575,0.003676779,0.010847467,0.0053656395],"category_scores_gemma":[0.07501471,0.0013549576,0.0010026566,0.008279989,0.07019288,0.057286374,0.015049122,0.015575784,0.0007812231],"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":[0.00014048244,0.00033756386,0.0025739202,0.0030433629,0.00003150068,0.0006966263,0.26284006,0.0006452671,0.00047121264,0.5939536,0.016498568,0.118767686],"study_design_scores_gemma":[0.000038912094,0.00013431645,0.0008984288,0.0051739723,0.000015109607,0.0002843108,0.63692266,0.0012587756,0.00027248025,0.25569636,0.09921225,0.00009256692],"about_ca_topic_score_codex":0.01180013,"about_ca_topic_score_gemma":0.010664785,"teacher_disagreement_score":0.195985,"about_ca_system_score_codex":0.03417015,"about_ca_system_score_gemma":0.091716014,"threshold_uncertainty_score":0.99149364},"labels":[],"label_agreement":null},{"id":"W1502730152","doi":"10.4000/communication.334","title":"Rick LEVINE, Christopher LOCKE, Doc SEARLS and David WEINBERGER, The Cluetrain Manifesto : The End of Business as Usual","year":2006,"lang":"en","type":"article","venue":"Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":97,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Manifesto; Novelty; Art history; Cover (algebra); Orange (colour); Hierarchy; Art; Management; Philosophy; Sociology; Law; Political science; Engineering; Theology; Chemistry; Economics","score_opus":0.017960005184223176,"score_gpt":0.29278052832654405,"score_spread":0.27482052314232086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1502730152","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013263775,0.036568493,0.0007388315,0.90294635,0.00913925,0.000024928111,0.0001867885,0.000074821466,0.048994225],"genre_scores_gemma":[0.07755452,0.07633774,0.0018260964,0.38812035,0.0062869815,0.00014519262,0.00043266773,0.0005432086,0.44875324],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974003,0.00086508604,0.00011907367,0.00022239781,0.0010667376,0.00032648427],"domain_scores_gemma":[0.99278295,0.0035940784,0.00049523247,0.00017061601,0.0017963066,0.0011607021],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039515486,0.00062113703,0.00031200427,0.0012282815,0.0077077453,0.012624789,0.0015540511,0.008858573,0.025540624],"category_scores_gemma":[0.017519485,0.00043505125,0.0002840829,0.0016078906,0.0040644608,0.015510978,0.0027688963,0.013137545,0.0087414],"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":[0.000015168774,0.000010842557,0.00018409306,0.0000607623,0.0000021135759,0.000038812843,0.00084237783,0.00002534537,0.000051068953,0.039909136,0.9493596,0.009500686],"study_design_scores_gemma":[0.000014388481,0.000012260998,0.00082241197,0.00033578288,0.000004262436,0.00005640263,0.0055738376,0.000052864485,0.00021093406,0.018332543,0.97455215,0.000032137345],"about_ca_topic_score_codex":0.038793683,"about_ca_topic_score_gemma":0.101316094,"teacher_disagreement_score":0.038793683,"about_ca_system_score_codex":0.0057342686,"about_ca_system_score_gemma":0.0069399066,"threshold_uncertainty_score":0.08544189},"labels":[],"label_agreement":null},{"id":"W1503385525","doi":"10.1108/lodj-12-2013-0166","title":"Leadership in a time of financial crisis: what do we want from our leaders?","year":2015,"lang":"en","type":"article","venue":"Leadership & Organization Development Journal","topic":"Public Relations and Crisis Communication","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":"Saint Mary's University","funders":"","keywords":"Transformational leadership; Operationalization; Transactional leadership; Public relations; Leadership studies; Leadership style; Context (archaeology); Construct (python library); Psychology; Value (mathematics); Originality; Crisis communication; Qualitative research; Political science; Sociology; Computer science; Epistemology; Social science","score_opus":0.1880970781954198,"score_gpt":0.30997814906760307,"score_spread":0.12188107087218328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1503385525","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64154756,0.022965662,0.004227078,0.30887973,0.0027716884,0.00007418314,0.00011582563,0.00008052995,0.019337744],"genre_scores_gemma":[0.97233766,0.005183644,0.0009212142,0.020010618,0.0004579825,0.000044811783,0.00003706258,0.000023707886,0.0009832724],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932527,0.0045549674,0.00018079169,0.0002343897,0.00076169433,0.0010154366],"domain_scores_gemma":[0.98543245,0.0050833747,0.0023069202,0.00026420498,0.001845038,0.005068074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006753435,0.00031783254,0.0005834336,0.0006695575,0.0052110585,0.007656084,0.00084116147,0.0025214686,0.0015387996],"category_scores_gemma":[0.017233884,0.00026197644,0.0003083951,0.00056023983,0.005426277,0.0055278963,0.0028262497,0.006751465,0.0005057732],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020406241,0.0003423035,0.09806068,0.0012022902,0.00010414192,0.0028938532,0.7094552,0.0002180901,0.0017301647,0.015246653,0.054849055,0.11569352],"study_design_scores_gemma":[0.000012452601,0.00013764392,0.015541939,0.00074566976,0.000020806963,0.001348634,0.9416556,0.00018982637,0.00023359775,0.005995813,0.034056146,0.00006185889],"about_ca_topic_score_codex":0.002250288,"about_ca_topic_score_gemma":0.0047154343,"teacher_disagreement_score":0.007656084,"about_ca_system_score_codex":0.0023433997,"about_ca_system_score_gemma":0.004248892,"threshold_uncertainty_score":0.035715997},"labels":[],"label_agreement":null},{"id":"W1506519016","doi":"","title":"Public relations techniques for leaders in a crisis: Mackenzie King and John Curtin in the Canadian-Australian War Alliance, 1941-1945","year":2012,"lang":"en","type":"article","venue":"University of Southern Queensland ePrints (University of Southern Queensland)","topic":"Public Relations and Crisis Communication","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":"Australian Prime Ministers Centre","keywords":"Alliance; Political science; Economic history; Media studies; History; Public administration; Law; Sociology","score_opus":0.05325950744484518,"score_gpt":0.2599804810884845,"score_spread":0.2067209736436393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1506519016","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32353455,0.034787856,0.0014434783,0.43531197,0.003559731,0.00035361847,0.00012742775,0.00017757675,0.20070389],"genre_scores_gemma":[0.82849836,0.016793573,0.002178276,0.025314325,0.00082931604,0.00021629174,0.000055675973,0.00015710757,0.1259571],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9943445,0.0026733053,0.00009431966,0.0003484176,0.0012799508,0.0012594931],"domain_scores_gemma":[0.98963624,0.0041672722,0.00055696716,0.0002062246,0.0021454247,0.0032878462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065012597,0.00047404045,0.00034682234,0.002323052,0.059697144,0.00980296,0.0013898609,0.0026586344,0.004143429],"category_scores_gemma":[0.010737188,0.0006346705,0.00019725479,0.002201445,0.017202027,0.0046378532,0.0048972215,0.006761475,0.00062800007],"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":[0.000029454202,0.00006172385,0.0017913859,0.00009701166,0.0000043119358,0.0006564833,0.8854716,0.000028207483,0.00036910584,0.010854576,0.07642424,0.024211898],"study_design_scores_gemma":[0.000007778625,0.00003174698,0.0044666673,0.00016766768,0.0000072103726,0.00024390293,0.558213,0.00004261614,0.00024269271,0.0010234319,0.43552077,0.000032572192],"about_ca_topic_score_codex":0.72427845,"about_ca_topic_score_gemma":0.9065366,"teacher_disagreement_score":0.27572155,"about_ca_system_score_codex":0.048364658,"about_ca_system_score_gemma":0.05418589,"threshold_uncertainty_score":0.5546906},"labels":[],"label_agreement":null},{"id":"W1517914985","doi":"10.15353/joci.v11i1.2853","title":"Do ICTs Help To Maintain Social Capital In The Disaster Recovery Phase? A Case Study Of The L'aquila Earthquake","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"ICTS; Social capital; Information and Communications Technology; Social media; Key (lock); Phase (matter); Capital (architecture); Public relations; Crisis communication; Business; Knowledge management; Political science; Sociology; Geography; Computer security; Computer science; World Wide Web; Social science","score_opus":0.09056070196090014,"score_gpt":0.37825953217226227,"score_spread":0.2876988302113621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1517914985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920324,0.00013426766,0.00018293674,0.0022810139,0.00001562353,0.000035333156,0.000023130387,0.000004369927,0.0052910456],"genre_scores_gemma":[0.99870706,0.00021405805,0.00015301425,0.00013292459,0.000009705824,0.000020392152,0.000011709949,0.0000029317507,0.0007481802],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979791,0.0012474606,0.00003932011,0.000080082325,0.000110203444,0.0005437814],"domain_scores_gemma":[0.99652463,0.0019863185,0.00043309695,0.00015142527,0.0001659852,0.000738507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025360181,0.00034791135,0.00024980563,0.0012038718,0.007579045,0.0029807822,0.0010878106,0.0019926964,0.0025485016],"category_scores_gemma":[0.0045097754,0.00026734974,0.0002521586,0.0011879485,0.005598759,0.002893315,0.003572418,0.0015923779,0.00031882405],"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":[0.00031601393,0.0012360144,0.046077516,0.00031783935,0.000037975522,0.026157646,0.8746187,0.00053480576,0.0014290581,0.008229114,0.0043211947,0.03672415],"study_design_scores_gemma":[0.000029329405,0.00022016678,0.020625694,0.00011591998,0.000018141307,0.0012312734,0.963992,0.0003561622,0.0003198554,0.00055666274,0.012514507,0.000020393492],"about_ca_topic_score_codex":0.012841249,"about_ca_topic_score_gemma":0.0277149,"teacher_disagreement_score":0.012841249,"about_ca_system_score_codex":0.0028012227,"about_ca_system_score_gemma":0.0020549784,"threshold_uncertainty_score":0.02553302},"labels":[],"label_agreement":null},{"id":"W1528108190","doi":"10.1080/10810730.2015.1064495","title":"Social Media Messages in an Emerging Health Crisis: Tweeting Bird Flu","year":2015,"lang":"en","type":"article","venue":"Journal of Health Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":155,"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 Excellence Research Chairs, Government of Canada","keywords":"Sensemaking; Crisis communication; Social media; Health communication; Content analysis; Health information; Bird flu; Risk communication; Public relations; Crisis response; Crisis management; Political science; Medicine; World Wide Web; Computer science; Sociology; Environmental health; Health care; Virology; Virus","score_opus":0.18621656220356578,"score_gpt":0.4755942702519767,"score_spread":0.2893777080484109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1528108190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98982364,0.00034149736,0.0009913775,0.0008493967,0.00009858516,0.0001372128,0.0007411378,0.000040659866,0.0069764894],"genre_scores_gemma":[0.9946248,0.00045082078,0.0022623178,0.0003931004,0.00010575583,0.00014311506,0.00040192046,0.00002623376,0.0015918668],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990344,0.00050610874,0.0000754112,0.000085412976,0.00020883627,0.00008977003],"domain_scores_gemma":[0.9876742,0.009111501,0.0018539237,0.00020761068,0.0009007182,0.00025213155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001873273,0.00023400973,0.00020284456,0.0022760516,0.0010806677,0.0020576213,0.00022493563,0.00061563525,0.0022669556],"category_scores_gemma":[0.010920726,0.00013751177,0.0001649465,0.0014871774,0.00065464986,0.002493559,0.0010642695,0.0005658212,0.0004896288],"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":[0.0018106659,0.00046758336,0.5391929,0.0025221766,0.00022498958,0.0017889345,0.1886187,0.0011014539,0.023021033,0.004085324,0.010889985,0.22627625],"study_design_scores_gemma":[0.000036782025,0.0006828445,0.76782966,0.00091951375,0.00018613906,0.0009245964,0.18149574,0.004583392,0.0072803134,0.0026758423,0.033246774,0.00013840465],"about_ca_topic_score_codex":0.0030280882,"about_ca_topic_score_gemma":0.005001914,"teacher_disagreement_score":0.0030280882,"about_ca_system_score_codex":0.0007180223,"about_ca_system_score_gemma":0.0003874872,"threshold_uncertainty_score":0.009906888},"labels":[],"label_agreement":null},{"id":"W1530760075","doi":"10.63317/425b8v2dhu7s","title":"SpeechDat across all America: SALA II","year":2002,"lang":"en","type":"article","venue":"","topic":"Public Relations and Crisis Communication","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":"Computer science","score_opus":0.07153906580914646,"score_gpt":0.36956695325309025,"score_spread":0.2980278874439438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1530760075","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23395021,0.0029312586,0.04151594,0.008047358,0.0018411181,0.003380572,0.5272851,0.06629955,0.11474891],"genre_scores_gemma":[0.21702117,0.0010340835,0.06397226,0.0017387725,0.00061939954,0.0020796345,0.6347538,0.009550621,0.06923024],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99865603,0.00031220095,0.00008175711,0.0003489749,0.00043194235,0.00016907541],"domain_scores_gemma":[0.99486226,0.00046493282,0.00022438129,0.00096269045,0.0024905887,0.0009952222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029404168,0.0008884222,0.0005226227,0.002056467,0.001036887,0.002032327,0.0013656021,0.0007519574,0.032302078],"category_scores_gemma":[0.0034193338,0.0005122401,0.000438851,0.002178811,0.00049956073,0.0014765911,0.002475729,0.0011023994,0.026251504],"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":[0.004942975,0.0009764226,0.0221287,0.0009783894,0.00017769703,0.0014315505,0.0044811214,0.0017206726,0.061327025,0.0037326515,0.4787238,0.419379],"study_design_scores_gemma":[0.0010408647,0.0007739197,0.09385145,0.00031985957,0.00015000871,0.00084742595,0.004018377,0.0101052625,0.0425953,0.0024496997,0.84367365,0.00017417385],"about_ca_topic_score_codex":0.044390973,"about_ca_topic_score_gemma":0.043890297,"teacher_disagreement_score":0.044390973,"about_ca_system_score_codex":0.0014279725,"about_ca_system_score_gemma":0.0030915386,"threshold_uncertainty_score":0.108061254},"labels":[],"label_agreement":null},{"id":"W1532751085","doi":"10.22230/cjc.2009v34n2a2018","title":"“I Just Say I’m in Advertising”: A Public Relations Identity Crisis?","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Sensemaking; Identity (music); Context (archaeology); Perception; Sociology; Field (mathematics); Public relations; Political science; Social psychology; Epistemology; Psychology; Geography; Aesthetics","score_opus":0.04021050172311086,"score_gpt":0.33555091263173653,"score_spread":0.2953404109086257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1532751085","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34858322,0.0036057308,0.0030087214,0.5371525,0.0025085139,0.000047125333,0.00004861383,0.00008333412,0.10496226],"genre_scores_gemma":[0.9689454,0.0012242397,0.00047015483,0.022937585,0.00048996956,0.000026747757,0.000019089235,0.00004925158,0.005837558],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98648703,0.008889684,0.00032519764,0.0008378527,0.0018155616,0.0016446483],"domain_scores_gemma":[0.9862579,0.0060342713,0.002985371,0.0006552645,0.0017140192,0.0023530798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010972915,0.00044216219,0.0006587119,0.0015056002,0.022235777,0.016219998,0.001585503,0.008985547,0.00550163],"category_scores_gemma":[0.028815167,0.0006437043,0.000435939,0.0017063576,0.024168892,0.019748036,0.008426565,0.017820189,0.0010957766],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000691161,0.000109595014,0.0041967477,0.000090774054,0.000011781573,0.003892062,0.84451526,0.000038529262,0.00036365728,0.09658074,0.031598885,0.018532801],"study_design_scores_gemma":[0.000009923565,0.000021023177,0.0014436417,0.00015616299,0.000009283503,0.00243054,0.9168653,0.00020120188,0.00016116208,0.02016889,0.058500554,0.000032351658],"about_ca_topic_score_codex":0.021137828,"about_ca_topic_score_gemma":0.01579791,"teacher_disagreement_score":0.022235777,"about_ca_system_score_codex":0.0078110206,"about_ca_system_score_gemma":0.006967503,"threshold_uncertainty_score":0.058031023},"labels":[],"label_agreement":null},{"id":"W1535853360","doi":"10.1111/padm.12184","title":"DETERMINANTS OF ORGANIZATIONAL MEDIATIZATION: AN ANALYSIS OF THE ADAPTATION OF SWEDISH GOVERNMENT AGENCIES TO NEWS MEDIA","year":2015,"lang":"en","type":"article","venue":"Public Administration","topic":"Public Relations and Crisis Communication","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":"Institute on Governance","funders":"Vetenskapsrådet; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Salience (neuroscience); Agency (philosophy); Public relations; Media management; Adaptation (eye); Government (linguistics); Media coverage; Affect (linguistics); Organizational structure; Business; Political science; Sociology; Psychology; Media studies","score_opus":0.06942274079313049,"score_gpt":0.3322231872913237,"score_spread":0.26280044649819323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1535853360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984211,0.000046270558,0.000097597724,0.00006158171,0.0000017655465,0.000008547519,0.000027226284,0.0000019391919,0.0013339927],"genre_scores_gemma":[0.99972504,0.00004003018,0.00004336095,0.000008322325,0.0000038430235,0.0000064685337,0.000043265038,0.0000018335692,0.00012788273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959935,0.0019256372,0.00039260378,0.00029931005,0.00082046393,0.0005684627],"domain_scores_gemma":[0.9661212,0.015240411,0.012765119,0.0017518868,0.0023949347,0.0017263611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020890266,0.00025863,0.00025020487,0.0020769888,0.0008230531,0.0030677726,0.00042477646,0.00041686092,0.0020885307],"category_scores_gemma":[0.020125818,0.00022843413,0.0002873495,0.0024749658,0.0016626408,0.000978103,0.0020212452,0.00059111055,0.0002888944],"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":[0.00006555716,0.000084562154,0.9754716,0.0000350662,0.00004372191,0.00019812679,0.015515894,0.00026348405,0.0003657289,0.00042344793,0.0001533918,0.007379403],"study_design_scores_gemma":[0.0000015021819,0.000037199454,0.97685224,0.000019479403,0.000011846684,0.000094020295,0.021602582,0.00026479014,0.00012578425,0.000105151325,0.0008780353,0.0000073386273],"about_ca_topic_score_codex":0.01051203,"about_ca_topic_score_gemma":0.008659507,"teacher_disagreement_score":0.01051203,"about_ca_system_score_codex":0.0012007098,"about_ca_system_score_gemma":0.0011926828,"threshold_uncertainty_score":0.02090168},"labels":[],"label_agreement":null},{"id":"W1542927589","doi":"10.1108/13632541111151005","title":"History and development of public relations education in North America","year":2011,"lang":"en","type":"article","venue":"Journal of Communication Management","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Curriculum; Originality; Higher education; Sociology; Value (mathematics); Public relations; Political science; Library science; Social science; Law; Pedagogy","score_opus":0.07723319272304396,"score_gpt":0.3076540490740344,"score_spread":0.2304208563509904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1542927589","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12373744,0.103348464,0.0013553535,0.20746523,0.0018275013,0.000109048255,0.00044604504,0.00013699269,0.5615739],"genre_scores_gemma":[0.90349317,0.043880273,0.00090753584,0.010036653,0.00034216465,0.000058533275,0.00011891423,0.000052685657,0.04111001],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99617416,0.00075759663,0.000085642954,0.00038613702,0.001241821,0.0013547572],"domain_scores_gemma":[0.9883527,0.0030112423,0.0009255945,0.00022768677,0.0057297274,0.0017530165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031120293,0.00021228859,0.00024529462,0.0055033388,0.021887645,0.009185805,0.0009359992,0.001522518,0.006864181],"category_scores_gemma":[0.0072170543,0.000235579,0.00017370108,0.0075658974,0.015272217,0.0025227016,0.0022251487,0.0029812835,0.00021025845],"study_design_candidate":"observational","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":[0.00006860778,0.0000842519,0.017363302,0.0009642598,0.000027975344,0.0010804316,0.13614555,0.0005200254,0.00042516275,0.5025896,0.09768635,0.24304453],"study_design_scores_gemma":[0.0000042906054,0.000014855118,0.039125733,0.001328199,0.000015152604,0.00015288198,0.06938378,0.00015340425,0.00034259146,0.007897203,0.8815351,0.00004673107],"about_ca_topic_score_codex":0.9661546,"about_ca_topic_score_gemma":0.9814695,"teacher_disagreement_score":0.9661546,"about_ca_system_score_codex":0.17353563,"about_ca_system_score_gemma":0.19690134,"threshold_uncertainty_score":0.9585815},"labels":[],"label_agreement":null},{"id":"W1546866575","doi":"","title":"MEASURING COUNTRY IMAGE: A RESEARCH PROPOSAL","year":2008,"lang":"en","type":"article","venue":"ASAC","topic":"Public Relations and Crisis Communication","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":"Carleton University; York University","funders":"","keywords":"Computer science; Political science","score_opus":0.2011934149340706,"score_gpt":0.41874865844677767,"score_spread":0.21755524351270705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1546866575","genre_codex":"empirical","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40942946,0.0054956735,0.15944421,0.17329086,0.0026129277,0.01518164,0.0047737905,0.0005833447,0.22918805],"genre_scores_gemma":[0.8305025,0.0025434573,0.14494827,0.005526651,0.00044567752,0.007237669,0.00092562154,0.00007472223,0.007795318],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9842057,0.00978437,0.0010103959,0.0023359682,0.0019025367,0.00076091994],"domain_scores_gemma":[0.91894937,0.041737784,0.0039842315,0.005399192,0.027443103,0.0024863065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.035323255,0.0012219044,0.0015170664,0.005792053,0.004676213,0.01170178,0.004432839,0.0039649867,0.013530354],"category_scores_gemma":[0.06729662,0.0008375236,0.0021499218,0.008710836,0.0086276075,0.013853001,0.0047307685,0.0034303064,0.0027492233],"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":[0.00076476997,0.002601871,0.20638712,0.0021983853,0.00033996455,0.00036533934,0.010021676,0.0018369739,0.002575446,0.49175456,0.016439527,0.26471436],"study_design_scores_gemma":[0.0008436425,0.0044454997,0.24944495,0.004621318,0.0019568994,0.00133169,0.16103622,0.025642145,0.014122558,0.44652024,0.08952346,0.00051130843],"about_ca_topic_score_codex":0.013103736,"about_ca_topic_score_gemma":0.012385843,"teacher_disagreement_score":0.035323255,"about_ca_system_score_codex":0.0064183185,"about_ca_system_score_gemma":0.019886695,"threshold_uncertainty_score":0.18680942},"labels":[],"label_agreement":null},{"id":"W1547114668","doi":"10.1007/s11948-014-9524-1","title":"Sherry Turkle. Alone Together: Why We Expect More from Technology and Less from Each Other","year":2014,"lang":"en","type":"article","venue":"Science and Engineering Ethics","topic":"Public Relations and Crisis Communication","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":"University of British Columbia","funders":"","keywords":"Philosophy of science; Philosophy of technology; Philosophy of mind; Epistemology; Psychology; Engineering ethics; Philosophy; Cognitive science; Engineering; Metaphysics","score_opus":0.03825495952327895,"score_gpt":0.30925669022062335,"score_spread":0.2710017306973444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1547114668","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008547054,0.014555864,0.00019532067,0.97027266,0.005409011,0.00000434921,0.000031581287,0.000029255309,0.008647256],"genre_scores_gemma":[0.047414083,0.019483319,0.00086358865,0.75739,0.006074312,0.000052535157,0.00006180528,0.0002100713,0.16845022],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99833894,0.0007902199,0.00005447642,0.00019798311,0.0004217455,0.00019652897],"domain_scores_gemma":[0.98837703,0.005880866,0.0005464567,0.00022792918,0.0025560851,0.0024115816],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023277192,0.0004590284,0.0003470514,0.0008399016,0.008424481,0.0051716375,0.0009509207,0.010865793,0.042510606],"category_scores_gemma":[0.015022648,0.00044140627,0.00028861084,0.0007468933,0.0048139542,0.009270202,0.0027013174,0.012929281,0.0118889855],"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":[0.000016638094,0.000018465162,0.000508338,0.000044464872,0.0000038702347,0.000072741685,0.0016742598,0.000008822852,0.000052789546,0.009145954,0.96786165,0.02059206],"study_design_scores_gemma":[0.000029563962,0.000021392476,0.0023259523,0.000508065,0.000011115313,0.0003499065,0.020031111,0.00009039216,0.00023859173,0.028341422,0.94801044,0.00004196488],"about_ca_topic_score_codex":0.01855321,"about_ca_topic_score_gemma":0.06475074,"teacher_disagreement_score":0.99157554,"about_ca_system_score_codex":0.0026819485,"about_ca_system_score_gemma":0.0039375573,"threshold_uncertainty_score":0.1422121},"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":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W1554438458","doi":"10.22230/cjc.2013v38n1a2569","title":"La marée noire dans le golfe du Mexique: Stratégies de BP pour restaurer sa réputation souillée","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Public Relations and Crisis Communication","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":"La Cité Collégiale; University of Ottawa","funders":"","keywords":"Rhetorical question; Oil spill; Set (abstract data type); Deepwater horizon; Computer science; Geography; Philosophy; Linguistics; Environmental protection","score_opus":0.013293456377967361,"score_gpt":0.26429764467680433,"score_spread":0.25100418829883697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1554438458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.593598,0.004728997,0.030792752,0.076947145,0.0010026302,0.000092055634,0.00009215928,0.00017139311,0.29257485],"genre_scores_gemma":[0.98879683,0.00042227315,0.0020817625,0.00060729275,0.000081326645,0.000019859164,0.000008466845,0.000026747368,0.007955448],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9987998,0.0006780026,0.000024493962,0.00008927041,0.0002262248,0.00018218285],"domain_scores_gemma":[0.9979977,0.00091368717,0.00028979377,0.00007888849,0.00044439937,0.0002755013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002240009,0.00038884397,0.00020879766,0.0011172333,0.0077813165,0.003343369,0.0006009721,0.0017803616,0.0026012955],"category_scores_gemma":[0.004996969,0.0001734472,0.00014586633,0.000973382,0.007922332,0.0037686387,0.002815037,0.0028483479,0.00028899853],"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":[0.00018988927,0.000053020853,0.0073651983,0.0004083633,0.000022272268,0.0016259439,0.39881086,0.0005211699,0.0035891822,0.49874988,0.01281262,0.07585159],"study_design_scores_gemma":[0.000037711263,0.0001952849,0.040863365,0.0007837098,0.000060894912,0.00096456904,0.39493144,0.003880988,0.0026022424,0.0600774,0.4954553,0.00014710812],"about_ca_topic_score_codex":0.03011954,"about_ca_topic_score_gemma":0.05336245,"teacher_disagreement_score":0.03011954,"about_ca_system_score_codex":0.0057950933,"about_ca_system_score_gemma":0.003271166,"threshold_uncertainty_score":0.059888422},"labels":[],"label_agreement":null},{"id":"W1556472641","doi":"10.22230/cjc.2008v33n2a2056","title":"Culture-on-Demand: Communication in a Crisis World","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":15,"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":"Business; Political science","score_opus":0.037241702941117075,"score_gpt":0.30756105699992775,"score_spread":0.2703193540588107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1556472641","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36106694,0.0031655477,0.00573281,0.18809864,0.0014094764,0.00006633258,0.00042735407,0.00010010429,0.43993276],"genre_scores_gemma":[0.9897732,0.00077566394,0.00041741718,0.0035443546,0.00030421402,0.000028831739,0.00006111682,0.000056611327,0.005038495],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99513984,0.0028118903,0.0001008648,0.00028885258,0.00090638356,0.00075226196],"domain_scores_gemma":[0.9870301,0.0060240286,0.0016092289,0.0005470901,0.001653627,0.0031358518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003742315,0.00046606504,0.00042429304,0.0018313393,0.012744006,0.016836056,0.001402793,0.005302129,0.0122659765],"category_scores_gemma":[0.013411702,0.00042470018,0.00027533423,0.003884969,0.011527513,0.012862827,0.008538491,0.0066260993,0.001014207],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015813374,0.00015969534,0.020850945,0.0002748693,0.000052820367,0.0034852186,0.590914,0.0006409885,0.0011110167,0.28549814,0.057857018,0.03899713],"study_design_scores_gemma":[0.000043702024,0.00007066713,0.017146233,0.00027904168,0.000041890373,0.0017441944,0.7111748,0.0019687116,0.00038430857,0.11227456,0.15472287,0.0001490303],"about_ca_topic_score_codex":0.04042204,"about_ca_topic_score_gemma":0.04033751,"teacher_disagreement_score":0.04042204,"about_ca_system_score_codex":0.0055501354,"about_ca_system_score_gemma":0.006283405,"threshold_uncertainty_score":0.080373526},"labels":[],"label_agreement":null},{"id":"W1556717512","doi":"10.1108/01409171311327262","title":"Canadian public relations students' interest in government communication","year":2013,"lang":"en","type":"article","venue":"Management Research Review","topic":"Public Relations and Crisis Communication","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":"Mount Royal University","funders":"","keywords":"Government (linguistics); Exploratory research; Sample (material); Originality; Generation y; Public relations; Value (mathematics); Nonprobability sampling; Descriptive research; Sociology; Research design; Qualitative research; Marketing; Psychology; Political science; Business; Social science; Computer science","score_opus":0.24676912761635206,"score_gpt":0.45524216393811484,"score_spread":0.20847303632176278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1556717512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95833796,0.0009109228,0.00015454483,0.0046254457,0.000048191607,0.000053892778,0.00020407254,0.000021474305,0.0356435],"genre_scores_gemma":[0.9937849,0.00079586636,0.00009018532,0.00044774468,0.000012594158,0.000014702411,0.000049934333,0.000005110901,0.0047988943],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99638665,0.0008058283,0.00010243482,0.0001795914,0.001347132,0.0011784184],"domain_scores_gemma":[0.9901978,0.0021662756,0.001972775,0.0002818503,0.0030968976,0.002284411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004150816,0.00017488952,0.00021957955,0.0013735155,0.006274054,0.0048431293,0.00070861576,0.00061474636,0.009177488],"category_scores_gemma":[0.013292788,0.00018743427,0.000145672,0.0020248285,0.0026302286,0.001065669,0.002153624,0.0011584802,0.0006749652],"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":[0.00012227465,0.000105267805,0.36902532,0.00031129958,0.000017684108,0.0005760424,0.5155628,0.00010306047,0.0011003806,0.007572036,0.015342917,0.090161055],"study_design_scores_gemma":[0.0000121128,0.00010215482,0.31660295,0.00032128784,0.000016735585,0.00026170348,0.6218737,0.00012479584,0.00032909407,0.00047604847,0.05982361,0.000055831104],"about_ca_topic_score_codex":0.8382258,"about_ca_topic_score_gemma":0.85151464,"teacher_disagreement_score":0.16177422,"about_ca_system_score_codex":0.015660048,"about_ca_system_score_gemma":0.034881145,"threshold_uncertainty_score":0.32545382},"labels":[],"label_agreement":null},{"id":"W1557431117","doi":"","title":"Relations publiques et communications organisationnelles : analyse des processus de communication interne à des fins d'information dans le cadre d'une gestion de crise","year":2012,"lang":"fr","type":"article","venue":"Archipelago (Université du Québec à Montréal)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.01564306029724264,"score_gpt":0.23595800996670596,"score_spread":0.22031494966946333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1557431117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4817325,0.0062382254,0.040835235,0.024221024,0.00045656052,0.00050814525,0.0005741398,0.0002117285,0.4452224],"genre_scores_gemma":[0.9384729,0.0024101515,0.0070739086,0.0006853318,0.000109034314,0.00026584495,0.00017248878,0.00008974342,0.05072054],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9902622,0.0050218916,0.00022896273,0.0007073811,0.0027824799,0.0009970659],"domain_scores_gemma":[0.9627501,0.021363085,0.004233882,0.001237828,0.007890657,0.0025243275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009458766,0.00055711623,0.00043705292,0.0045022443,0.008800571,0.011858349,0.0012397162,0.0024714095,0.014322872],"category_scores_gemma":[0.02720795,0.0003452157,0.00046216545,0.006459317,0.009992892,0.007520245,0.0035399324,0.0029022468,0.0013692896],"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":[0.00007698434,0.00009442912,0.020100042,0.0006714258,0.00004449079,0.00094923686,0.63979316,0.00059692824,0.0011126512,0.2691427,0.005130249,0.062287826],"study_design_scores_gemma":[0.000020131438,0.00009968908,0.0653194,0.0009560149,0.000069474096,0.0005090112,0.5853527,0.0018485278,0.00095482136,0.03412572,0.31064373,0.0001006334],"about_ca_topic_score_codex":0.24166606,"about_ca_topic_score_gemma":0.2188624,"teacher_disagreement_score":0.24166606,"about_ca_system_score_codex":0.022984898,"about_ca_system_score_gemma":0.034346428,"threshold_uncertainty_score":0.48051888},"labels":[],"label_agreement":null},{"id":"W158765036","doi":"10.15173/mjc.v6i0.244","title":"The Paradox of Public Relations/Communications Management Education in Canada: Taught But Not Studied","year":2010,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Political science; Telecommunications; Sociology; Public relations; Public administration; Engineering","score_opus":0.03331105351486973,"score_gpt":0.31226026348502467,"score_spread":0.27894920997015493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W158765036","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21268645,0.028372733,0.00083996326,0.6509856,0.0010418459,0.00006443512,0.0008137955,0.00012974028,0.10506539],"genre_scores_gemma":[0.96337676,0.0076192105,0.00052010897,0.019100174,0.00015877488,0.000021640393,0.00014738823,0.000046114295,0.009009809],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.992736,0.00069041474,0.0001990487,0.00062464795,0.0029659134,0.00278396],"domain_scores_gemma":[0.96730787,0.0070293816,0.003139445,0.0007230788,0.010922519,0.010877658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004944688,0.0002534863,0.00069918623,0.0041785915,0.019087575,0.01509013,0.0030409733,0.003323001,0.0112667745],"category_scores_gemma":[0.021050967,0.0004946843,0.000372308,0.0109924,0.015596344,0.0050666835,0.004361889,0.007963633,0.00037188],"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":[0.00025850677,0.00026344424,0.07690232,0.0012264107,0.00008475075,0.001097295,0.07720035,0.0013317749,0.00073740986,0.43583,0.14102314,0.2640446],"study_design_scores_gemma":[0.000100714184,0.00008056842,0.3320771,0.0028170396,0.00010827087,0.0005312634,0.20444305,0.0022625115,0.0010806652,0.048935298,0.40730107,0.00026246405],"about_ca_topic_score_codex":0.99596643,"about_ca_topic_score_gemma":0.99693465,"teacher_disagreement_score":0.7079752,"about_ca_system_score_codex":0.2920248,"about_ca_system_score_gemma":0.4105719,"threshold_uncertainty_score":0.8211509},"labels":[],"label_agreement":null},{"id":"W1588701570","doi":"10.22230/cjc.2009v34n2a2228","title":"Public Relations: Critical Debates and Contemporary Practice","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":206,"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":"Sociology; Political science; Media studies; Epistemology; Philosophy","score_opus":0.08538003094405261,"score_gpt":0.3562241769816166,"score_spread":0.270844146037564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1588701570","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004048749,0.16384542,0.0032797232,0.7572512,0.0067370897,0.000042348256,0.00006093091,0.00006034793,0.06467412],"genre_scores_gemma":[0.51174164,0.19724573,0.007971773,0.2264036,0.036172707,0.0004783378,0.00014558001,0.00030220018,0.019538408],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97441137,0.014927135,0.0011067127,0.0024000239,0.0055531557,0.0016015539],"domain_scores_gemma":[0.81322145,0.16247943,0.00478181,0.0041778153,0.011353896,0.0039855335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.045660723,0.0009354745,0.0019948066,0.008730495,0.017456008,0.038919803,0.004378878,0.025018133,0.0107753845],"category_scores_gemma":[0.10497991,0.000892565,0.00055033696,0.013660061,0.0798987,0.024351059,0.008207371,0.022973768,0.0013435142],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024904477,0.000047774185,0.00019427053,0.00066043437,0.00000993144,0.00007691234,0.018673195,0.000104951505,0.000059260175,0.88264763,0.06854198,0.028958803],"study_design_scores_gemma":[0.000037746468,0.000014268338,0.0005099011,0.0040765447,0.000014691026,0.00010367136,0.033747066,0.00024450183,0.00017031677,0.5248271,0.4362102,0.000043968903],"about_ca_topic_score_codex":0.021574851,"about_ca_topic_score_gemma":0.032503136,"teacher_disagreement_score":0.045660723,"about_ca_system_score_codex":0.027793549,"about_ca_system_score_gemma":0.031839065,"threshold_uncertainty_score":0.24147987},"labels":[],"label_agreement":null},{"id":"W1588849903","doi":"","title":"From fragmentation to de--fragmentation: a critical view about the role of public relations in healthcare","year":2008,"lang":"en","type":"other","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Fragmentation (computing); Normative; Health care; Public relations; Public healthcare; Political science; Business; Sociology; Computer science; Law","score_opus":0.03212159835154898,"score_gpt":0.3121208180491142,"score_spread":0.2799992196975652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1588849903","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046458747,0.02999482,0.020697204,0.6902057,0.0018369734,0.00012305465,0.0000607743,0.0000681262,0.21055464],"genre_scores_gemma":[0.96053064,0.0081165545,0.0027777243,0.021771276,0.0013094152,0.00014847887,0.000020752414,0.00006012233,0.0052650147],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97122115,0.024551488,0.0003060447,0.0008881697,0.0017425243,0.0012906874],"domain_scores_gemma":[0.96655613,0.028214544,0.0015836813,0.001159239,0.001357907,0.0011284419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024147872,0.0009210615,0.000670455,0.00512661,0.018883225,0.024175957,0.0023556354,0.01033568,0.003002501],"category_scores_gemma":[0.018284133,0.0004746307,0.0005593248,0.0037095572,0.15261474,0.034263507,0.013287529,0.015597661,0.00030649954],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006974251,0.000006116288,0.000083518426,0.000044621946,0.0000022820661,0.00009496851,0.07483149,0.00006885072,0.00003145069,0.9203718,0.0023182777,0.0021395844],"study_design_scores_gemma":[0.000018592395,0.000023195744,0.00023190427,0.0005475512,0.000005813865,0.00022025754,0.16416357,0.0003688757,0.00015799483,0.74515134,0.089088656,0.000022211243],"about_ca_topic_score_codex":0.0072380006,"about_ca_topic_score_gemma":0.0047095655,"teacher_disagreement_score":0.024175957,"about_ca_system_score_codex":0.018858632,"about_ca_system_score_gemma":0.015314903,"threshold_uncertainty_score":0.13682961},"labels":[],"label_agreement":null},{"id":"W1603624704","doi":"10.22230/cjnser.2014v5n2a165","title":"Third Sector and Social Media","year":2014,"lang":"en","type":"article","venue":"Canadian journal of nonprofit and social economy research","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":10,"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 Regina","funders":"","keywords":"Tying; Social media; Public relations; Non profit; Political science; Sociology; Nonprofit sector; Public administration; Law; Economics","score_opus":0.11307113445689738,"score_gpt":0.3634984350789705,"score_spread":0.25042730062207313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1603624704","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05537268,0.03147187,0.002809144,0.08386804,0.0025181605,0.00013933252,0.00088205095,0.00017937392,0.8227594],"genre_scores_gemma":[0.816067,0.033032432,0.0015597012,0.015655085,0.0019130845,0.00021838244,0.0005613588,0.00017084,0.13082212],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954946,0.0018230553,0.00017614245,0.00040971948,0.001136873,0.00095967535],"domain_scores_gemma":[0.98921573,0.0044491743,0.0021121758,0.0009864133,0.0012185135,0.002017986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026181478,0.0004683495,0.00034779316,0.003609729,0.0054799607,0.014915056,0.00076127716,0.0033009613,0.043765776],"category_scores_gemma":[0.008329132,0.0001512114,0.00042536278,0.0077259247,0.006662674,0.0074906033,0.006599406,0.0025849445,0.006434672],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094607254,0.00017881143,0.028620528,0.0008907661,0.00004575785,0.0013175264,0.034902498,0.00025326255,0.0005722697,0.55726916,0.14690432,0.22895052],"study_design_scores_gemma":[0.000011225522,0.000046164558,0.017920168,0.0011925758,0.000017459772,0.0007700406,0.039340004,0.00024810593,0.00034185208,0.05434279,0.88572973,0.000039909406],"about_ca_topic_score_codex":0.012063061,"about_ca_topic_score_gemma":0.01008256,"teacher_disagreement_score":0.043765776,"about_ca_system_score_codex":0.005303882,"about_ca_system_score_gemma":0.004244305,"threshold_uncertainty_score":0.14641112},"labels":[],"label_agreement":null},{"id":"W1620925778","doi":"10.22230/cjc.2002v27n4a1336","title":"The Public Relations Handbook","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":7,"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 Laval","funders":"","keywords":"Sociology; Political science","score_opus":0.0491109275448584,"score_gpt":0.27942834416418,"score_spread":0.2303174166193216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1620925778","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029273177,0.18772718,0.0031224838,0.019959075,0.004676228,0.000110928886,0.0028439707,0.001295505,0.7799719],"genre_scores_gemma":[0.0049653198,0.09470197,0.0027529576,0.004919245,0.0016161547,0.00025532534,0.002898602,0.000769171,0.88712126],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979631,0.00041143422,0.00014039321,0.00019304862,0.0010420753,0.00025000554],"domain_scores_gemma":[0.99757785,0.0007977041,0.00015729401,0.00032133452,0.00085656275,0.0002892514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020108158,0.0016002008,0.0013273989,0.0061771036,0.002853541,0.008559038,0.0018653114,0.0038870473,0.13869432],"category_scores_gemma":[0.0055863746,0.0014607488,0.000445309,0.012999856,0.002269933,0.0072313193,0.0027622827,0.0046631107,0.13074976],"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":[0.0000051227003,0.000018327924,0.00007519008,0.00009256779,0.0000015479495,0.00001440261,0.00018093153,0.000053871696,0.000024609913,0.013597148,0.9114754,0.074460946],"study_design_scores_gemma":[0.0000014594272,0.00000141633,0.000113806294,0.00014489001,8.171317e-7,0.000020481626,0.00007857837,0.00001397389,0.000010155465,0.0020558594,0.997556,0.0000025011432],"about_ca_topic_score_codex":0.03320958,"about_ca_topic_score_gemma":0.061724946,"teacher_disagreement_score":0.13869432,"about_ca_system_score_codex":0.005775483,"about_ca_system_score_gemma":0.012106828,"threshold_uncertainty_score":0.4639787},"labels":[],"label_agreement":null},{"id":"W1661533726","doi":"10.21083/csieci.v9i1.1953","title":"Crisis Management as Ethical Improvisation","year":2013,"lang":"en","type":"article","venue":"Critical Studies in Improvisation / Études critiques en improvisation","topic":"Public Relations and Crisis Communication","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":"Toronto Metropolitan University","funders":"","keywords":"Improvisation; Balance (ability); Crisis management; Public relations; Management; Crisis response; Psychology; Business; Sociology; Political science; Aesthetics; Visual arts; Art; Economics","score_opus":0.06496154486610793,"score_gpt":0.45705054249494337,"score_spread":0.3920889976288354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1661533726","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03906,0.032856088,0.039651673,0.13933006,0.0028344914,0.00022417509,0.00005012232,0.00017645935,0.74581695],"genre_scores_gemma":[0.9541553,0.007229851,0.0045145177,0.0068245567,0.0013513337,0.00022528286,0.00002903245,0.00009116689,0.02557907],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98287624,0.013386677,0.00036384107,0.0008826751,0.0015844371,0.0009061792],"domain_scores_gemma":[0.9880028,0.008478992,0.0011840003,0.0007809385,0.000795447,0.0007577768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0081189815,0.00073658786,0.0004510053,0.0019222137,0.0063186893,0.014754121,0.0013952311,0.0073741074,0.0047241906],"category_scores_gemma":[0.013444613,0.0002784732,0.00039832565,0.0015015489,0.0707567,0.012050589,0.0076500787,0.008664433,0.0006216286],"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":[0.000008134777,0.000012604196,0.000057129157,0.00005849297,0.0000017793956,0.00009556126,0.021951456,0.00015502,0.00006714924,0.971925,0.002260529,0.0034070543],"study_design_scores_gemma":[0.000022151251,0.000031252574,0.00020137434,0.00040460736,0.0000030901567,0.00026423146,0.027569361,0.0005338857,0.00022041137,0.81170094,0.15903206,0.00001651204],"about_ca_topic_score_codex":0.0019415083,"about_ca_topic_score_gemma":0.0011750987,"teacher_disagreement_score":0.014754121,"about_ca_system_score_codex":0.007771074,"about_ca_system_score_gemma":0.0065297093,"threshold_uncertainty_score":0.05638337},"labels":[],"label_agreement":null},{"id":"W1708876958","doi":"10.22230/cjc.2009v34n2a2230","title":"Government Public Relations: A Reader","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Government (linguistics); Political science; Media studies; Public relations; Sociology; Linguistics; Philosophy","score_opus":0.03786773674083579,"score_gpt":0.29619966438077655,"score_spread":0.2583319276399408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1708876958","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006611279,0.1581708,0.00057783065,0.5931716,0.058994498,0.000029558825,0.00013583283,0.00016722293,0.18809159],"genre_scores_gemma":[0.02612994,0.10606858,0.00072186097,0.16591735,0.0764532,0.00007440863,0.00018577259,0.00025796148,0.6241908],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982559,0.00051978853,0.000081864375,0.00018279733,0.000581243,0.0003784562],"domain_scores_gemma":[0.9960116,0.0009579567,0.00011657164,0.00023011907,0.0017296929,0.0009540464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002498687,0.0010718533,0.0011473409,0.004185959,0.008436679,0.015578776,0.0019269373,0.013875707,0.049481217],"category_scores_gemma":[0.0068167164,0.0005389277,0.00048705307,0.004830164,0.0070596025,0.014878108,0.0048955022,0.008789854,0.01657013],"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":[0.0000059804192,0.000023744346,0.00006349936,0.000085717074,0.0000012686962,0.00005136111,0.0015582612,0.000017940394,0.000032754826,0.026899254,0.9498864,0.021373883],"study_design_scores_gemma":[0.0000023701366,0.0000041085136,0.000117135525,0.00016692479,0.0000017222766,0.000035079112,0.0012765649,0.000011832457,0.0000106715515,0.004256978,0.9941127,0.0000038947064],"about_ca_topic_score_codex":0.07280227,"about_ca_topic_score_gemma":0.14906497,"teacher_disagreement_score":0.07280227,"about_ca_system_score_codex":0.0122225685,"about_ca_system_score_gemma":0.018595973,"threshold_uncertainty_score":0.16553116},"labels":[],"label_agreement":null},{"id":"W1729477053","doi":"10.25916/sut.26224886","title":"The role of research in PR practice: the other side of the story, from the developing world (Ghana)","year":2024,"lang":"en","type":"article","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Public relations","score_opus":0.06125796746963594,"score_gpt":0.3924856238594305,"score_spread":0.33122765638979457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1729477053","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049743477,0.05896467,0.0018643663,0.8567402,0.0008230357,0.000068441805,0.00006618631,0.00002079273,0.03170883],"genre_scores_gemma":[0.8252451,0.06509714,0.0034878112,0.0981297,0.0015102994,0.00016157357,0.00005373541,0.000072452756,0.006242228],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9459602,0.044594962,0.0015200439,0.0018418871,0.003661364,0.0024215826],"domain_scores_gemma":[0.86215943,0.108122945,0.011845729,0.0036418876,0.0066654757,0.007564507],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.042439032,0.0005408242,0.0010647831,0.0031276215,0.011403413,0.01864476,0.0016336994,0.009721343,0.0038501443],"category_scores_gemma":[0.04949624,0.00059880974,0.0005086901,0.0055203494,0.06649095,0.029536407,0.010093454,0.014319804,0.00057753606],"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":[0.00011039837,0.00008426825,0.0065756743,0.0022066003,0.000022886888,0.0025175519,0.65631825,0.00010288611,0.00070876884,0.2753045,0.019753275,0.036294933],"study_design_scores_gemma":[0.000055297176,0.0001781802,0.0044810968,0.0052126166,0.000022781804,0.0016556059,0.56507444,0.00012017418,0.00045688884,0.050843373,0.37185124,0.000048233953],"about_ca_topic_score_codex":0.017524213,"about_ca_topic_score_gemma":0.015281644,"teacher_disagreement_score":0.95756096,"about_ca_system_score_codex":0.012764684,"about_ca_system_score_gemma":0.016774861,"threshold_uncertainty_score":0.2244417},"labels":[],"label_agreement":null},{"id":"W1855983470","doi":"","title":"Kollektivprenumeration eller ej? Reflektioner utifrån internationell medicinsk press","year":2005,"lang":"sv","type":"article","venue":"Lund University Publications (Lund University)","topic":"Public Relations and Crisis Communication","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":"Centre for Family Medicine","funders":"","keywords":"Political science","score_opus":0.031850853459041234,"score_gpt":0.2682037590209458,"score_spread":0.23635290556190455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1855983470","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06203762,0.065165594,0.0012195747,0.37559155,0.025593145,0.000116006144,0.001505362,0.0006726241,0.4680984],"genre_scores_gemma":[0.24627528,0.03193693,0.0013459754,0.05762722,0.012746152,0.00012445252,0.0015422386,0.0007053874,0.6476964],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.997131,0.0011470843,0.00026039648,0.00020689877,0.00046589645,0.0007887401],"domain_scores_gemma":[0.98914146,0.0038118288,0.0012090404,0.00056617375,0.0023661638,0.0029052673],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004118798,0.00060723093,0.0005713018,0.002176368,0.0044296775,0.011262807,0.0009276921,0.0032305906,0.19460942],"category_scores_gemma":[0.015204977,0.000400328,0.00038117563,0.0020760333,0.0024323459,0.005958803,0.0052639674,0.005293535,0.040718276],"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":[0.00032388212,0.00020118919,0.0044955024,0.0008271089,0.000029003244,0.001370922,0.016824318,0.000116558265,0.00085759594,0.036382955,0.751828,0.18674305],"study_design_scores_gemma":[0.000018897697,0.00006405433,0.0037402813,0.00063103344,0.000011472103,0.00049490767,0.008110675,0.000047832218,0.00040073268,0.0022958512,0.98416233,0.000021820966],"about_ca_topic_score_codex":0.0038607954,"about_ca_topic_score_gemma":0.0059001595,"teacher_disagreement_score":0.98873717,"about_ca_system_score_codex":0.0030440656,"about_ca_system_score_gemma":0.005449182,"threshold_uncertainty_score":0.6510334},"labels":[],"label_agreement":null},{"id":"W186694830","doi":"","title":"Public Relations Thinking","year":2016,"lang":"en","type":"article","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Commission; Metropolitan area; Management; Public service; Service (business); Sociology; Public administration; Political science; Geography; Archaeology; Law; Business; Economics","score_opus":0.08606100248288577,"score_gpt":0.3263042261185409,"score_spread":0.2402432236356551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W186694830","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025362882,0.02538862,0.003991831,0.40871334,0.004291993,0.000052781365,0.0001694641,0.00011087558,0.5547448],"genre_scores_gemma":[0.52540267,0.039233677,0.0046721986,0.11719497,0.007548482,0.0003461401,0.00035240303,0.00025656796,0.304993],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920386,0.00459256,0.00018909719,0.000934068,0.0012197621,0.0010259199],"domain_scores_gemma":[0.99366415,0.0033133395,0.00036374075,0.0006212441,0.0011982794,0.00083921314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008513162,0.00070616667,0.00046362024,0.00227886,0.0097768195,0.017594472,0.0011468218,0.00537959,0.040300656],"category_scores_gemma":[0.014470378,0.00036030414,0.0006170769,0.0031042355,0.017673679,0.012386012,0.0042987284,0.007793195,0.0070214737],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017671422,0.000032236436,0.00034871473,0.00011486447,0.000007034329,0.00007635958,0.005264143,0.00016018857,0.000055941888,0.7577548,0.20216815,0.033999905],"study_design_scores_gemma":[0.000008314623,0.000012199998,0.00031609114,0.00038803086,0.000004723594,0.0000677811,0.007343619,0.0001137225,0.000059926406,0.23533246,0.7563448,0.000008289952],"about_ca_topic_score_codex":0.0064287907,"about_ca_topic_score_gemma":0.005361628,"teacher_disagreement_score":0.040300656,"about_ca_system_score_codex":0.014116972,"about_ca_system_score_gemma":0.014248248,"threshold_uncertainty_score":0.13481915},"labels":[],"label_agreement":null},{"id":"W1870006880","doi":"10.15835/buasvmcn-hort:3784","title":"The Role and Place of Public Relations during the Communication Process","year":2009,"lang":"en","type":"article","venue":"Bulletin of University of Agricultural Sciences and Veterinary Medicine Cluj-Napoca Horticulture","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":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 relations; Opposition (politics); Politics; Communication studies; Interpersonal communication; Sociology; Political science; Social science; Law","score_opus":0.01675508645286379,"score_gpt":0.26094819103073524,"score_spread":0.24419310457787147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1870006880","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058535736,0.031810317,0.03288732,0.05940898,0.0021052968,0.00015542335,0.00015822134,0.00024557387,0.8146931],"genre_scores_gemma":[0.9558844,0.008418796,0.0035075622,0.0021339078,0.0012258595,0.00012337096,0.000043625223,0.00012526216,0.02853729],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97632796,0.01761533,0.0005105941,0.0013105083,0.0025109227,0.0017245975],"domain_scores_gemma":[0.9783894,0.014735175,0.0024985129,0.0014243878,0.0014813225,0.0014711915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010347349,0.000517764,0.0004707759,0.0029167328,0.012008374,0.029536411,0.0011335732,0.0043454547,0.00931688],"category_scores_gemma":[0.016404424,0.00043201246,0.00047291323,0.004109711,0.03382756,0.019911813,0.007349127,0.0052017034,0.0024572636],"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":[0.000044638,0.000030225188,0.00094763347,0.00018757094,0.000011203338,0.0006569579,0.09842878,0.0001903221,0.00038421561,0.8628335,0.004378462,0.031906515],"study_design_scores_gemma":[0.000025900428,0.0001151672,0.0034113575,0.0013086295,0.000036184472,0.0011939785,0.07278448,0.0005186418,0.00072073884,0.26930416,0.65051305,0.000067646],"about_ca_topic_score_codex":0.0037016303,"about_ca_topic_score_gemma":0.0019360691,"teacher_disagreement_score":0.029536411,"about_ca_system_score_codex":0.007586143,"about_ca_system_score_gemma":0.007657547,"threshold_uncertainty_score":0.05504155},"labels":[],"label_agreement":null},{"id":"W1886129658","doi":"10.4000/communiquer.565","title":"RP et Web social : de l’idéal du dialogue aux enjeux sociaux de la « bonne communication »","year":2014,"lang":"fr","type":"article","venue":"Revue internationale de communication sociale et publique","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Ligne; Political science; Sociology; Art","score_opus":0.048773079773369137,"score_gpt":0.3690561565914377,"score_spread":0.32028307681806856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1886129658","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024856994,0.0051895245,0.1126168,0.073966786,0.0011079957,0.00011413214,0.00016386417,0.00043167788,0.78155226],"genre_scores_gemma":[0.88190854,0.003616705,0.025543325,0.005475956,0.0011150291,0.00040398835,0.00013586263,0.0003680303,0.08143258],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9820098,0.012629394,0.00043573277,0.0013718101,0.0026748849,0.0008783533],"domain_scores_gemma":[0.9887244,0.006405809,0.00097215554,0.0015026112,0.0012128962,0.0011820999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01054498,0.00090094825,0.0005596589,0.0032795737,0.005574586,0.024044588,0.0018841702,0.0073970594,0.014481874],"category_scores_gemma":[0.014404808,0.00063699845,0.00069226086,0.0024787027,0.038805056,0.033373185,0.009197477,0.0065212357,0.003503775],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001526517,0.000008437917,0.00012521037,0.00006442807,0.000002458156,0.00007174501,0.008616396,0.00009813303,0.00012297528,0.98434675,0.0019522449,0.0045760088],"study_design_scores_gemma":[0.000025777254,0.000042188723,0.00048327766,0.00032831897,0.00001172795,0.00046053456,0.019126814,0.0018018633,0.00038031366,0.7104553,0.26685077,0.00003315049],"about_ca_topic_score_codex":0.0034424015,"about_ca_topic_score_gemma":0.00199661,"teacher_disagreement_score":0.024044588,"about_ca_system_score_codex":0.0052080066,"about_ca_system_score_gemma":0.0053902552,"threshold_uncertainty_score":0.055767894},"labels":[],"label_agreement":null},{"id":"W1912181549","doi":"10.22230/cjc.2014v39n3a2775","title":"Do They Have What It Takes? A Review of the Literature on Knowledge, Competencies, and Skills Necessary for Twenty-First-Century Public Relations Practitioners in Canada","year":2014,"lang":"en","type":"review","venue":"Canadian Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Situated; Public relations; Sociology; Empirical research; Political science; Knowledge management; Engineering ethics; Engineering; Epistemology; Computer science","score_opus":0.03450048644772378,"score_gpt":0.32677649841580825,"score_spread":0.29227601196808445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1912181549","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007535726,0.9960114,0.00004250721,0.001346472,0.0000733483,0.0000076181436,0.000030814175,0.0000024931085,0.001731844],"genre_scores_gemma":[0.008248944,0.9909456,0.00012043914,0.00028883197,0.000035598994,0.000006916089,0.000037416456,0.0000010095162,0.00031520092],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99820673,0.0002563324,0.00017418314,0.00014248282,0.000970229,0.0002500656],"domain_scores_gemma":[0.9947299,0.0018079734,0.00053805433,0.000052098363,0.0024138438,0.0004582084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028921417,0.0006471953,0.0013509825,0.0072396765,0.001924037,0.003592609,0.0012945123,0.0013587478,0.0023606385],"category_scores_gemma":[0.00889711,0.0003694054,0.00050909416,0.011234514,0.002318157,0.0021341122,0.0010385539,0.001528732,0.00038619517],"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":[0.00008249101,0.000056416236,0.0041227676,0.05799983,0.00018988816,0.0004917407,0.006014937,0.00030480343,0.00035563312,0.007930906,0.031628612,0.890822],"study_design_scores_gemma":[0.000027033093,0.00007612969,0.053631328,0.09948826,0.0007699646,0.0013912732,0.013230632,0.00017692482,0.00055102113,0.0033027362,0.8272467,0.00010795257],"about_ca_topic_score_codex":0.72877043,"about_ca_topic_score_gemma":0.8495544,"teacher_disagreement_score":0.27122957,"about_ca_system_score_codex":0.020108437,"about_ca_system_score_gemma":0.095512144,"threshold_uncertainty_score":0.54565376},"labels":[],"label_agreement":null},{"id":"W191622635","doi":"10.15173/mjc.v6i0.247","title":"Municipal Government Communications: The Case of Local Government Communications","year":2010,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Local government; Telecommunications; Government (linguistics); Business; Public administration; Political science; Computer science","score_opus":0.037277247467518045,"score_gpt":0.3328956829940062,"score_spread":0.29561843552648814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W191622635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79944885,0.0005362484,0.0063246605,0.014900527,0.000104212486,0.00028128157,0.00012207331,0.00005260311,0.1782295],"genre_scores_gemma":[0.9880426,0.00029283916,0.002518773,0.0004077232,0.000042022446,0.00016048894,0.000029016523,0.0000097973325,0.008496729],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9804479,0.014929967,0.0002903979,0.0005134605,0.0014674932,0.0023506994],"domain_scores_gemma":[0.9688241,0.024069235,0.0022798958,0.0015401952,0.0017113517,0.0015751425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008700479,0.00034419252,0.000441401,0.0017059523,0.01783571,0.007897695,0.0016541879,0.0075118076,0.006913735],"category_scores_gemma":[0.02675608,0.0004378091,0.0005727204,0.0056744074,0.0073770457,0.0056311167,0.003750981,0.0032555398,0.0006438221],"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":[0.00040831565,0.0005442332,0.020610377,0.00044673998,0.000052866504,0.058787193,0.30834994,0.011023676,0.0012309409,0.5497159,0.01581305,0.033016726],"study_design_scores_gemma":[0.00016829316,0.00043809696,0.016257768,0.00047976154,0.00011156752,0.013487296,0.6942558,0.020450547,0.0021566069,0.055832464,0.1962165,0.00014527133],"about_ca_topic_score_codex":0.04231942,"about_ca_topic_score_gemma":0.072424985,"teacher_disagreement_score":0.04231942,"about_ca_system_score_codex":0.00827885,"about_ca_system_score_gemma":0.0073613683,"threshold_uncertainty_score":0.0841462},"labels":[],"label_agreement":null},{"id":"W1916654492","doi":"10.3968/j.ccc.1923670020100602.008","title":"Differences Between Gender Treatments in the Work Force LES DIFFÉRENCES DE TRAITEMENT ENTRE LES SEXES DANS LA POPULATION ACTIVE","year":2010,"lang":"fr","type":"article","venue":"Cross-cultural communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":15,"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":"Workforce; Globalization; Political science; Population; Investment (military); Gender studies; Sociology; Law; Demography","score_opus":0.057847340225560616,"score_gpt":0.37090698819941087,"score_spread":0.3130596479738503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1916654492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97207516,0.0034873413,0.0004530726,0.0010283651,0.0001855987,0.000038724113,0.0004611912,0.000010145504,0.022260439],"genre_scores_gemma":[0.98531044,0.0012468395,0.00014618851,0.00020688561,0.00008994671,0.00007935619,0.00022521628,0.0000082792285,0.012686776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984256,0.00037693622,0.00009172155,0.00023336502,0.0004833831,0.00038900904],"domain_scores_gemma":[0.9971554,0.0014838234,0.0006382764,0.00009282248,0.00031561585,0.00031400847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014883811,0.00031537947,0.0003548532,0.001306633,0.001111836,0.001652203,0.0005035011,0.00076795334,0.014644183],"category_scores_gemma":[0.0060542612,0.00024474005,0.0005676857,0.0010926317,0.0010308056,0.0014605083,0.0007377628,0.0008378832,0.0020339051],"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":[0.0011212338,0.001241044,0.7662199,0.00031791077,0.00020202955,0.0007025895,0.070494875,0.00024756766,0.0044053835,0.014137981,0.0046730153,0.1362365],"study_design_scores_gemma":[0.00002564043,0.0004893758,0.9534676,0.00013227754,0.000033160337,0.00036808502,0.03046993,0.00014166535,0.00037578022,0.0011427864,0.013328551,0.000025238194],"about_ca_topic_score_codex":0.010455294,"about_ca_topic_score_gemma":0.012316618,"teacher_disagreement_score":0.014644183,"about_ca_system_score_codex":0.00096547016,"about_ca_system_score_gemma":0.00068461976,"threshold_uncertainty_score":0.048989654},"labels":[],"label_agreement":null},{"id":"W1949601420","doi":"10.22230/cjc.2014v39n3a2766","title":"Crisis Communication Response and Political Communities: The Unusual Case of Toronto Mayor Rob Ford","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Crisis communication; Legitimacy; Crisis response; Politics; Political crisis; Political science; Sociology; Political economy; Public relations; Media studies; Law","score_opus":0.025949599463558428,"score_gpt":0.3218817819110588,"score_spread":0.2959321824475004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1949601420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72128993,0.0021603084,0.001215111,0.15997319,0.0007668251,0.00010754794,0.00017037056,0.000053499967,0.11426319],"genre_scores_gemma":[0.9821087,0.00084801106,0.0003484438,0.0053556557,0.00019664316,0.00003560114,0.000036437228,0.000030684627,0.011039848],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99647576,0.0015973194,0.000052950738,0.00021971282,0.00047703343,0.0011772112],"domain_scores_gemma":[0.9955584,0.0014680347,0.00043281796,0.0001106057,0.00042704464,0.0020031172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015125084,0.0005463033,0.00038651895,0.0010993896,0.052432574,0.0040506045,0.001735402,0.0062902686,0.006369263],"category_scores_gemma":[0.0066641252,0.00048011486,0.00032527206,0.0014434432,0.013762338,0.0026910142,0.0044642817,0.008781778,0.0004923891],"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":[0.00009833073,0.00009482952,0.0067015495,0.00011280288,0.000021209247,0.05299396,0.8519204,0.00052373856,0.00057785097,0.027460141,0.05056579,0.008929453],"study_design_scores_gemma":[0.000023741903,0.00003711566,0.0059025194,0.0001846277,0.000015090609,0.0053706057,0.8742915,0.0005328392,0.00021798776,0.0028624318,0.11050713,0.000054408407],"about_ca_topic_score_codex":0.659639,"about_ca_topic_score_gemma":0.83906114,"teacher_disagreement_score":0.340361,"about_ca_system_score_codex":0.035316173,"about_ca_system_score_gemma":0.015061002,"threshold_uncertainty_score":0.6847309},"labels":[],"label_agreement":null},{"id":"W1965680993","doi":"10.1163/187119007x240523","title":"Evaluating Public Diplomacy Programmes","year":2007,"lang":"en","type":"article","venue":"The Hague Journal of Diplomacy","topic":"Public Relations and Crisis Communication","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":"Canadian Forces College","funders":"","keywords":"Foreign policy; Diplomacy; Political science; International relations; Public diplomacy; Salience (neuroscience); Persuasion; Foreign relations; Public relations; Globe; Public administration; Public opinion; Mass media; Political economy; Sociology; Law; Politics","score_opus":0.1268964288059981,"score_gpt":0.4753188738289405,"score_spread":0.3484224450229424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965680993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85906905,0.0018658232,0.015482726,0.0021139057,0.00043084132,0.018751018,0.0029398317,0.0003032786,0.09904358],"genre_scores_gemma":[0.98507047,0.00034167658,0.0056627984,0.00010979825,0.000081906204,0.0060761883,0.0006662351,0.000013489022,0.0019774556],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.83849293,0.12881678,0.0056915563,0.0031159979,0.019016007,0.004866612],"domain_scores_gemma":[0.66125154,0.2602743,0.0225886,0.00841556,0.038574483,0.008895463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.11174284,0.0013354956,0.0017580497,0.010338588,0.0016305364,0.0053136866,0.0022226677,0.002396928,0.013959774],"category_scores_gemma":[0.24352075,0.0004973187,0.0015474395,0.006884547,0.0027270853,0.0053468356,0.004768773,0.002113856,0.0013828053],"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":[0.020864494,0.01925926,0.13971761,0.004877621,0.002030336,0.00019990672,0.008425354,0.04317275,0.00097311335,0.0485938,0.010493595,0.7013922],"study_design_scores_gemma":[0.015855975,0.13636509,0.5302595,0.00674694,0.006109771,0.00021647109,0.043614425,0.1056357,0.022075767,0.05762438,0.07487532,0.0006206095],"about_ca_topic_score_codex":0.003948303,"about_ca_topic_score_gemma":0.002898951,"teacher_disagreement_score":0.11174284,"about_ca_system_score_codex":0.013317083,"about_ca_system_score_gemma":0.008792035,"threshold_uncertainty_score":0.59095967},"labels":[],"label_agreement":null},{"id":"W1968876616","doi":"10.15173/jpc.v1i1.88","title":"The H1N1 crisis: Roles played by government communicators, the public and the media","year":2011,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":18,"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":"McMaster University","keywords":"Crisis communication; Public relations; Salience (neuroscience); Government (linguistics); Polling; Political science; Content analysis; Public opinion; Perspective (graphical); News media; Political communication; Sociology; Politics; Psychology; Law; Social science","score_opus":0.03273610134782608,"score_gpt":0.30710346049010284,"score_spread":0.2743673591422768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968876616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8823601,0.007570473,0.0008761699,0.02614297,0.00021836889,0.00006356019,0.00006321434,0.000013319216,0.08269179],"genre_scores_gemma":[0.9958289,0.0021769921,0.0001364612,0.0005117666,0.000068691435,0.000011076704,0.00001036875,0.000004396187,0.0012512476],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99624026,0.0021023713,0.00007049802,0.0001382069,0.0006531512,0.0007954153],"domain_scores_gemma":[0.9942563,0.0032432391,0.0011449014,0.00010547044,0.00063911633,0.0006109423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004192004,0.00030790447,0.00031963634,0.0016156457,0.009208952,0.013007076,0.0004979902,0.0016364394,0.0021846925],"category_scores_gemma":[0.0074500293,0.00031586483,0.0001582677,0.0022539468,0.009944166,0.0067718513,0.003636367,0.0017136927,0.00015868478],"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":[0.00023912449,0.00010535691,0.11711923,0.00045850748,0.00003986792,0.0013661172,0.7868378,0.00023760599,0.0009922737,0.03706428,0.007024142,0.04851566],"study_design_scores_gemma":[0.000014764821,0.00004739825,0.06981367,0.00031361543,0.000028375649,0.00019136119,0.8932557,0.0002825698,0.00022742242,0.0030774877,0.03272417,0.000023436842],"about_ca_topic_score_codex":0.28352994,"about_ca_topic_score_gemma":0.37948114,"teacher_disagreement_score":0.28352994,"about_ca_system_score_codex":0.015655402,"about_ca_system_score_gemma":0.014652002,"threshold_uncertainty_score":0.5637592},"labels":[],"label_agreement":null},{"id":"W1969947428","doi":"10.3138/jsp.43.2.230","title":"When You're Criticized","year":2011,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Public Relations and Crisis Communication","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":"Zhejiang University of Science and Technology","keywords":"Criticism; Subject (documents); Perception; Psychology; Positive economics; Public relations; Sociology; Epistemology; Political science; Law; Economics; Computer science; Philosophy","score_opus":0.11706989692687046,"score_gpt":0.3260965517070442,"score_spread":0.20902665478017374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969947428","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015602612,0.0052074464,0.0039039722,0.85265976,0.035304174,0.00006134189,0.00007142217,0.000365446,0.08682387],"genre_scores_gemma":[0.32965454,0.007814434,0.0054257484,0.47144136,0.019917797,0.00017422762,0.000191157,0.0013375992,0.16404314],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.95625734,0.018764144,0.0014409181,0.0016832101,0.018958448,0.002895963],"domain_scores_gemma":[0.9158321,0.017507387,0.008781387,0.0055379285,0.043197475,0.009143772],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02142754,0.00059802807,0.0007673319,0.0014962686,0.0057662847,0.01550198,0.0020233807,0.014324852,0.014582463],"category_scores_gemma":[0.19118632,0.00040352327,0.00080358074,0.0012266517,0.009302552,0.010112563,0.004429457,0.021492789,0.012921136],"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":[0.00008818296,0.000075765434,0.005570288,0.00033111355,0.00011730395,0.0017408128,0.02702246,0.00008544769,0.0012357592,0.019397674,0.884952,0.05938321],"study_design_scores_gemma":[0.000019742945,0.00007504951,0.0026123018,0.0013950006,0.00006868565,0.0014060745,0.06308879,0.00021242877,0.00085179985,0.015355386,0.9148133,0.00010152069],"about_ca_topic_score_codex":0.0024039394,"about_ca_topic_score_gemma":0.004384532,"teacher_disagreement_score":0.984498,"about_ca_system_score_codex":0.0029677262,"about_ca_system_score_gemma":0.0045293844,"threshold_uncertainty_score":0.11332101},"labels":[],"label_agreement":null},{"id":"W1976350712","doi":"10.15173/jpc.v3i1.137","title":"Educating communication professionals: The case for ethics in the curriculum","year":2013,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","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":"Mount Saint Vincent University","funders":"","keywords":"Premise; Curriculum; Information ethics; Value (mathematics); Engineering ethics; Applied ethics; Meta-ethics; Pedagogy; Professional ethics; Public relations; Nursing ethics; Sociology; Professional communication; Political science; Psychology; Management; Engineering; Epistemology","score_opus":0.08529737227208059,"score_gpt":0.4679219424554522,"score_spread":0.3826245701833716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976350712","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005156966,0.0053382646,0.0037869143,0.93642485,0.0034324047,0.000020830712,0.00000432912,0.00001957342,0.04581599],"genre_scores_gemma":[0.49980363,0.010894097,0.0074686445,0.433151,0.014430753,0.0003614481,0.000016912803,0.00014444458,0.0337292],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9555959,0.034456708,0.0007423201,0.0010686717,0.0047414135,0.0033950144],"domain_scores_gemma":[0.9119675,0.07106668,0.002843204,0.0015366351,0.005287574,0.007298414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.030582841,0.00045910935,0.0005668735,0.0012457139,0.011884578,0.013789617,0.0022090487,0.017787186,0.0042566885],"category_scores_gemma":[0.06402073,0.00036865607,0.00047974018,0.0007260816,0.043588065,0.015997387,0.0097111035,0.022484586,0.0008505596],"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":[0.000013824255,0.00007158117,0.00040417354,0.00022292546,0.0000043940663,0.00050165976,0.061062824,0.00017139084,0.0001050684,0.86297864,0.04979364,0.024669982],"study_design_scores_gemma":[0.000029683142,0.000054657703,0.00066345144,0.0020915975,0.000006457493,0.000450493,0.04247995,0.0004177036,0.00016511997,0.37291935,0.58069086,0.000030657444],"about_ca_topic_score_codex":0.007031105,"about_ca_topic_score_gemma":0.009348989,"teacher_disagreement_score":0.030582841,"about_ca_system_score_codex":0.009506955,"about_ca_system_score_gemma":0.02640398,"threshold_uncertainty_score":0.16173947},"labels":[],"label_agreement":null},{"id":"W1978498568","doi":"10.1016/j.techfore.2012.08.011","title":"The temporal dynamics of sensemaking: A hindsight–foresight analysis of public commission reporting into the past and future of the “new terrorism”","year":2012,"lang":"en","type":"article","venue":"Technological Forecasting and Social Change","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Sensemaking; Hindsight bias; Futures studies; Commission; Political science; Terrorism; Public relations; Cognitive reframing; Intelligence analysis; Sociology; Psychology; Law; Social psychology; Computer science","score_opus":0.13241643215741283,"score_gpt":0.33850839969780117,"score_spread":0.20609196754038833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978498568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9266566,0.0005634933,0.026792625,0.008710359,0.00009094147,0.00009602017,0.00078741985,0.000057477897,0.03624498],"genre_scores_gemma":[0.99807906,0.000097963064,0.00114356,0.000054795142,0.000016589353,0.000012499357,0.00007492287,0.000012471447,0.0005081134],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9985649,0.00050021935,0.00009003721,0.00026549888,0.00027215865,0.00030730484],"domain_scores_gemma":[0.9753347,0.015083288,0.005871537,0.00162313,0.001403853,0.00068342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052871965,0.00021044619,0.00028745062,0.002139512,0.0017768281,0.006698861,0.000971634,0.0010801763,0.0052943286],"category_scores_gemma":[0.03967545,0.00036962345,0.00052117853,0.0028001987,0.0034875665,0.010080409,0.0020839314,0.0018581287,0.00019174092],"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":[0.0015532655,0.00023814067,0.1602996,0.00022420146,0.000248715,0.0015181272,0.081230655,0.023305343,0.0036082212,0.653483,0.0058857193,0.06840508],"study_design_scores_gemma":[0.00006485696,0.0001763422,0.2735723,0.00018689832,0.00022206754,0.00036743234,0.098875254,0.0991567,0.0015555371,0.49920815,0.026439209,0.00017525011],"about_ca_topic_score_codex":0.02123061,"about_ca_topic_score_gemma":0.01850438,"teacher_disagreement_score":0.02123061,"about_ca_system_score_codex":0.0024213514,"about_ca_system_score_gemma":0.0027351934,"threshold_uncertainty_score":0.042214036},"labels":[],"label_agreement":null},{"id":"W1981832233","doi":"10.1108/00251740010317450","title":"Is corporate communications a strategic function?","year":2000,"lang":"en","type":"article","venue":"Management Decision","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Corporate communication; Business; Function (biology); Public relations; Corporate governance; Corporate security; Communications management; Focus (optics); Stakeholder; Organizational communication; Corporate branding; Accounting; Marketing; Political science; Finance","score_opus":0.12440385922079239,"score_gpt":0.35871253208018417,"score_spread":0.23430867285939178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981832233","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2944489,0.022502149,0.0031097024,0.20253439,0.0010188933,0.00005096298,0.000102540536,0.00006750848,0.47616488],"genre_scores_gemma":[0.98658156,0.0058349892,0.0002655083,0.0024886732,0.00047695107,0.000010991545,0.00002514337,0.000007033066,0.0043092184],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9956548,0.0024807712,0.00010887323,0.00017600489,0.00080395804,0.0007755782],"domain_scores_gemma":[0.9759955,0.012752818,0.0044240626,0.00056308863,0.002841086,0.0034234563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034381005,0.0002639045,0.00024692874,0.0014349628,0.0026649996,0.0093329325,0.00043217684,0.0022932081,0.0058344183],"category_scores_gemma":[0.017599748,0.0001880515,0.00011619734,0.0034864927,0.010958156,0.009053287,0.0013485092,0.0011583837,0.0012300555],"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":[0.00017608867,0.00023743729,0.06777338,0.001213194,0.000033521934,0.00086064317,0.04626863,0.00041761133,0.00094236893,0.5587813,0.04190135,0.28139448],"study_design_scores_gemma":[0.000056543675,0.00044367617,0.12804607,0.0025010286,0.000062384046,0.0012458392,0.25024098,0.0010705835,0.0009789743,0.17719063,0.4380569,0.00010644867],"about_ca_topic_score_codex":0.0067660585,"about_ca_topic_score_gemma":0.007603189,"teacher_disagreement_score":0.0093329325,"about_ca_system_score_codex":0.0024339848,"about_ca_system_score_gemma":0.0045121675,"threshold_uncertainty_score":0.019518137},"labels":[],"label_agreement":null},{"id":"W1986939520","doi":"10.1007/bf03019009","title":"Truth, lies, and the internet","year":2000,"lang":"fr","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Public Relations and Crisis Communication","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":"Toronto Public Health","funders":"","keywords":"The Internet; Internet privacy; Computer science; World Wide Web","score_opus":0.012858061743079784,"score_gpt":0.23051671203647295,"score_spread":0.21765865029339315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986939520","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1036935,0.018906996,0.0012827271,0.2779596,0.001040939,0.000023967512,0.0001895311,0.000045298853,0.59685737],"genre_scores_gemma":[0.98323107,0.0048145163,0.0001734019,0.0046887286,0.00067710096,0.000011750479,0.00003386929,0.00002016046,0.0063493727],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958776,0.0025139318,0.00012117301,0.00017377589,0.0008330153,0.00048035133],"domain_scores_gemma":[0.97726464,0.01646187,0.0020546156,0.0006043448,0.0015609108,0.0020536957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046378514,0.00021059351,0.00032185146,0.002916751,0.006619192,0.0130281765,0.0006934822,0.004440063,0.020478696],"category_scores_gemma":[0.026178489,0.00022100573,0.00016846968,0.002657425,0.0146864075,0.011431971,0.0029005625,0.0051789954,0.0012677056],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003054051,0.0002509896,0.0104968995,0.00026135665,0.00005336902,0.000985557,0.10080034,0.0004723242,0.0002692249,0.7310477,0.07224438,0.0828124],"study_design_scores_gemma":[0.0000928817,0.000075618584,0.012581152,0.0007216161,0.000044791548,0.00070627703,0.14112365,0.00073221244,0.0001804936,0.6102135,0.23345345,0.00007435569],"about_ca_topic_score_codex":0.013381071,"about_ca_topic_score_gemma":0.013075246,"teacher_disagreement_score":0.020478696,"about_ca_system_score_codex":0.0036273042,"about_ca_system_score_gemma":0.0040377015,"threshold_uncertainty_score":0.06850809},"labels":[],"label_agreement":null},{"id":"W1995076380","doi":"10.1108/13632540310807232","title":"Implications of the IABC excellence study for PR education","year":2002,"lang":"en","type":"article","venue":"Journal of Communication Management","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Excellence; Public relations; Function (biology); Sociology; Audit; Political science; Management; Business; Accounting","score_opus":0.05618968437551509,"score_gpt":0.3663674745281463,"score_spread":0.3101777901526312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995076380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60780495,0.0022332037,0.0017615675,0.1661289,0.0013165277,0.0004174504,0.00043051734,0.000031272317,0.21987554],"genre_scores_gemma":[0.9819786,0.00093754893,0.00070979947,0.0079561565,0.0003973862,0.00029502859,0.00014287524,0.000018863788,0.007563807],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9729529,0.01339335,0.0016301392,0.0009748623,0.0056392434,0.0054095215],"domain_scores_gemma":[0.8956586,0.04387978,0.008460965,0.0032458345,0.023896495,0.024858354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0240995,0.00027593944,0.00061012345,0.0030867807,0.006249199,0.009055688,0.0012943125,0.0020098018,0.0052093207],"category_scores_gemma":[0.09973169,0.00017718537,0.0006530757,0.0050617224,0.0068434346,0.008005076,0.0088809235,0.005645157,0.00059791864],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000479811,0.0018753347,0.18549587,0.0005745733,0.00005242034,0.0013151523,0.09698795,0.00093999703,0.00029324566,0.5430391,0.06039571,0.108550854],"study_design_scores_gemma":[0.00014184743,0.0012494264,0.43512103,0.0018147435,0.00005154933,0.0008863655,0.25282803,0.0013837647,0.00066905934,0.04761104,0.25809228,0.0001506904],"about_ca_topic_score_codex":0.04409212,"about_ca_topic_score_gemma":0.03142758,"teacher_disagreement_score":0.04409212,"about_ca_system_score_codex":0.012233534,"about_ca_system_score_gemma":0.022309814,"threshold_uncertainty_score":0.12745184},"labels":[],"label_agreement":null},{"id":"W1996451076","doi":"10.1177/1748048509339786","title":"Can Peace Journalism Make Progress?","year":2009,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Journalism; Framing (construction); Newspaper; Sociology; Citizen journalism; Salience (neuroscience); Media studies; Empirical research; Political science; Social science; Law; Epistemology; History; Psychology","score_opus":0.026545550299932642,"score_gpt":0.3616354261891415,"score_spread":0.33508987588920885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996451076","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011994627,0.032142334,0.0011963315,0.8648587,0.008455303,0.00003265721,0.000103368846,0.00018285916,0.0810338],"genre_scores_gemma":[0.72022295,0.0797461,0.005204855,0.12715235,0.033070028,0.00021258795,0.0003912146,0.00031139763,0.03368839],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98229915,0.011374039,0.00046389698,0.00112308,0.0024384733,0.002301279],"domain_scores_gemma":[0.86664367,0.08851048,0.005770724,0.0051701013,0.012151274,0.02175385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.029432962,0.0004369469,0.0004949395,0.004387216,0.0071026334,0.027649745,0.0016637683,0.008062255,0.015956225],"category_scores_gemma":[0.09395138,0.00047773455,0.00043714998,0.0041514426,0.012356888,0.039549448,0.0067894463,0.007421214,0.0057473197],"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":[0.00030197317,0.00041630745,0.009603843,0.0017623669,0.000052797917,0.0005933527,0.031852458,0.00019261542,0.0006949166,0.29122323,0.40139893,0.2619073],"study_design_scores_gemma":[0.0000758974,0.00009571282,0.008430407,0.00124675,0.000016829046,0.000295364,0.04189671,0.0002641156,0.00061697414,0.11659967,0.83038837,0.0000732143],"about_ca_topic_score_codex":0.0041772625,"about_ca_topic_score_gemma":0.0035024015,"teacher_disagreement_score":0.029432962,"about_ca_system_score_codex":0.0045680543,"about_ca_system_score_gemma":0.013513652,"threshold_uncertainty_score":0.15565825},"labels":[],"label_agreement":null},{"id":"W1998792200","doi":"10.5539/ass.v7n6p163","title":"Comparison of Obstacles Preventing the Development of Journalism Associations in Iran with Developed Countries","year":2011,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Public Relations and Crisis Communication","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":"Journalism; Politics; Population; Statistical analysis; Political science; Content analysis; Public relations; Citizen journalism; Sociology; Economic growth; Social science; Law; Economics; Demography; Statistics","score_opus":0.11036328263856532,"score_gpt":0.38314276256640495,"score_spread":0.27277947992783963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998792200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96880496,0.0024755073,0.0005594473,0.0035345028,0.00009238759,0.00013872352,0.00012418363,0.000023161372,0.024247179],"genre_scores_gemma":[0.9967818,0.0012251146,0.00055789767,0.0002582648,0.00003312407,0.000034349665,0.000056528286,0.000007263053,0.0010455725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9919497,0.0026543678,0.0008800711,0.00037570565,0.0023615486,0.0017786626],"domain_scores_gemma":[0.95786107,0.01250765,0.013715157,0.0013403894,0.0068658437,0.007709948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0088396855,0.00018020645,0.000329239,0.0028557016,0.002808593,0.004759239,0.00079520803,0.00053952564,0.0022003234],"category_scores_gemma":[0.030751768,0.00026716958,0.00030232937,0.003309655,0.0016579058,0.0016348012,0.0026427738,0.00082407804,0.00023647715],"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":[0.00031751758,0.00048690784,0.7881758,0.0011460995,0.000115717055,0.0019142169,0.03471484,0.0008468984,0.0011255622,0.019129729,0.0059642214,0.14606248],"study_design_scores_gemma":[0.000037593934,0.00017353478,0.8714086,0.00046683356,0.0000674856,0.0009791759,0.070095606,0.00041182386,0.00072849006,0.002286558,0.053293906,0.00005048382],"about_ca_topic_score_codex":0.009388771,"about_ca_topic_score_gemma":0.013232265,"teacher_disagreement_score":0.009388771,"about_ca_system_score_codex":0.003264663,"about_ca_system_score_gemma":0.012505765,"threshold_uncertainty_score":0.046749294},"labels":[],"label_agreement":null},{"id":"W2009119074","doi":"10.15173/jpc.v2i1.112","title":"Recalling Toyota’s Crisis: Utilizing the Discourse of Renewal","year":2013,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Crisis communication; Rhetorical question; Order (exchange); Sociology; Discourse analysis; Frame (networking); Crisis management; Public relations; Focus (optics); Crisis response; Frame analysis; Political science; Content analysis; Law; Business; Linguistics; Social science; Engineering; Telecommunications","score_opus":0.04702499808692901,"score_gpt":0.3978176183461252,"score_spread":0.3507926202591962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009119074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9385101,0.0014111502,0.008499911,0.008070868,0.00022429589,0.00009085166,0.000028992225,0.00007210423,0.04309174],"genre_scores_gemma":[0.9959644,0.00033235585,0.0013390869,0.00023030314,0.00003915793,0.00003330347,0.000015828993,0.000020392727,0.0020251947],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9929541,0.005058842,0.00022344424,0.00034597525,0.000781664,0.00063592877],"domain_scores_gemma":[0.9904269,0.0069084004,0.0009204684,0.0005199625,0.00060244335,0.00062174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007763772,0.00063463696,0.0006639203,0.0029860698,0.012817033,0.009312617,0.0014578424,0.004046884,0.002311767],"category_scores_gemma":[0.016150666,0.0004231191,0.0003738619,0.0022770413,0.017429905,0.00944486,0.009268364,0.0035212978,0.00029196625],"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":[0.000045665358,0.000021143285,0.0016733805,0.00009867584,0.0000041296285,0.001775718,0.97384053,0.000116688,0.0010248616,0.013971654,0.00072837766,0.006699135],"study_design_scores_gemma":[0.0000065177715,0.000056634162,0.0014156908,0.00017406345,0.000008772604,0.0013443496,0.9564526,0.00039653076,0.0005733996,0.0025585792,0.03698278,0.00003010828],"about_ca_topic_score_codex":0.006608533,"about_ca_topic_score_gemma":0.008460195,"teacher_disagreement_score":0.012817033,"about_ca_system_score_codex":0.004325146,"about_ca_system_score_gemma":0.0028885235,"threshold_uncertainty_score":0.041059256},"labels":[],"label_agreement":null},{"id":"W2018983548","doi":"10.1177/1748048511432603","title":"America’s ‘engagement’ delusion","year":2012,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Public diplomacy; Diplomacy; Skepticism; Public engagement; Political science; Sociology; Citizen journalism; Leverage (statistics); Public relations; Foreign policy; Law; Epistemology; Politics","score_opus":0.05689571331169489,"score_gpt":0.39156649189795345,"score_spread":0.33467077858625854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018983548","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.099049635,0.0013675916,0.008693141,0.1304669,0.0026557702,0.000035304372,0.00005028728,0.00022965467,0.75745165],"genre_scores_gemma":[0.93277234,0.0004884469,0.00084772886,0.021386022,0.0005337101,0.00004121481,0.000027641356,0.000107214284,0.04379571],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99459004,0.0033759181,0.00008089938,0.00047125795,0.00079490547,0.0006870384],"domain_scores_gemma":[0.9959726,0.002008845,0.000283966,0.0004356005,0.00069645816,0.0006025561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037328799,0.00046553867,0.00023677811,0.0008477588,0.012148051,0.0116146635,0.000517561,0.0046124854,0.0057120025],"category_scores_gemma":[0.007285545,0.00021439555,0.00034651134,0.000689742,0.020872138,0.007262606,0.007829271,0.009643761,0.001015224],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048171794,0.000045909033,0.00111245,0.000039599654,0.000009059702,0.0003944674,0.27756462,0.000068401125,0.0007873372,0.6657569,0.03809092,0.016082287],"study_design_scores_gemma":[0.000011916656,0.000041799434,0.00077133416,0.000091193855,0.00001064605,0.00039454567,0.10217437,0.0003079895,0.0004825696,0.066010356,0.82967424,0.000029077732],"about_ca_topic_score_codex":0.00447785,"about_ca_topic_score_gemma":0.00469802,"teacher_disagreement_score":0.012148051,"about_ca_system_score_codex":0.0037357768,"about_ca_system_score_gemma":0.0018010967,"threshold_uncertainty_score":0.027105093},"labels":[],"label_agreement":null},{"id":"W2020861529","doi":"10.5430/jms.v5n3p16","title":"Instructional Crisis Communication: Connecting Ethnicity and Sex in the Assessment of Receiver-Oriented Message Effectiveness","year":2014,"lang":"en","type":"article","venue":"Journal of Management and Strategy","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":15,"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":"Ethnic group; Perception; Psychology; Action (physics); Social psychology; Political science","score_opus":0.026664789331078464,"score_gpt":0.3453596646714268,"score_spread":0.31869487534034835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020861529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981831,0.00005673119,0.0003457277,0.00004142926,0.000008643807,0.00006719524,0.00001541935,0.0000035641353,0.0012780736],"genre_scores_gemma":[0.9985928,0.00005426831,0.00078145356,0.000033970737,0.000011562547,0.00008903954,0.000018603849,0.0000031752884,0.00041507298],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968466,0.0020534436,0.0003040301,0.00012078556,0.00055560085,0.000119661614],"domain_scores_gemma":[0.98472863,0.010331284,0.0027833986,0.0004257789,0.0010985413,0.0006323661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066642137,0.0003217588,0.00022052055,0.00084850553,0.00034288017,0.00093434716,0.00027537203,0.00044121867,0.0031473776],"category_scores_gemma":[0.024881998,0.00019631682,0.00026538005,0.00023617475,0.00042743012,0.0010119823,0.000647133,0.0006161788,0.0003822141],"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":[0.0027171795,0.0046177143,0.85790634,0.00034840227,0.000176917,0.00015917452,0.020332906,0.00020212303,0.010744808,0.0003051718,0.0001581966,0.102331124],"study_design_scores_gemma":[0.00014991693,0.008388816,0.96243596,0.00016848446,0.00023490965,0.0003420067,0.01747186,0.0016283258,0.007790747,0.0003906331,0.0009514957,0.0000469572],"about_ca_topic_score_codex":0.00043334803,"about_ca_topic_score_gemma":0.0005822115,"teacher_disagreement_score":0.0066642137,"about_ca_system_score_codex":0.00019606185,"about_ca_system_score_gemma":0.00038467985,"threshold_uncertainty_score":0.035244167},"labels":[],"label_agreement":null},{"id":"W2026726955","doi":"10.1007/s10755-014-9288-1","title":"Understanding Campus and Community Relationships through Marriage and Family Metaphors: A Town-Gown Typology","year":2014,"lang":"en","type":"article","venue":"Innovative Higher Education","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Allison University","funders":"","keywords":"Typology; Scholarship; Sociology; Higher education; Public relations; Gender studies; Social science; Political science; Law; Anthropology","score_opus":0.2234065374458908,"score_gpt":0.3798992059681142,"score_spread":0.1564926685222234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026726955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67084414,0.0011043973,0.025848234,0.0073468224,0.00015993904,0.000117674594,0.000095690215,0.0000771503,0.29440603],"genre_scores_gemma":[0.9894565,0.00020470691,0.0015331343,0.00011635263,0.000008340671,0.00003626057,0.000016580605,0.000023241137,0.008604986],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99905175,0.0006418885,0.000016260643,0.00007266022,0.00007046737,0.00014682881],"domain_scores_gemma":[0.9993882,0.00025825007,0.00006435493,0.00006191745,0.000053073956,0.00017428306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086719607,0.00037822573,0.0002679706,0.0018309114,0.010287704,0.0071655056,0.0013826459,0.00156653,0.0099978605],"category_scores_gemma":[0.0013066392,0.00023573764,0.0002889564,0.002281625,0.01775733,0.006941478,0.005898823,0.0021459206,0.00045423428],"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":[0.00003325864,0.00007430407,0.0050524166,0.00006621036,0.0000074558507,0.0012658235,0.46657422,0.0003006289,0.0006405518,0.513618,0.0019726437,0.010394449],"study_design_scores_gemma":[0.000008910707,0.000031098753,0.0037409833,0.000097881915,0.000009676116,0.000560413,0.89289343,0.00084224885,0.00019001271,0.043165963,0.058444384,0.0000149763455],"about_ca_topic_score_codex":0.018075563,"about_ca_topic_score_gemma":0.038059097,"teacher_disagreement_score":0.018075563,"about_ca_system_score_codex":0.0029686466,"about_ca_system_score_gemma":0.002102059,"threshold_uncertainty_score":0.035940707},"labels":[],"label_agreement":null},{"id":"W2030159864","doi":"10.1080/15531180701298791","title":"Narratives of the SARS Epidemic and Ethical Implications for Public Health Crises","year":2007,"lang":"en","type":"article","venue":"International Journal of Strategic Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":41,"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; World Health Organization","keywords":"Misinformation; Narrative; Crisis communication; Public health; Crisis response; Public relations; Political science; Health communication; Confusion; Disease; Criminology; Development economics; Sociology; Medicine; Psychology; Law; Economics; Psychoanalysis","score_opus":0.2814529343926403,"score_gpt":0.48467663203124034,"score_spread":0.20322369763860004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030159864","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27371714,0.009257799,0.014686869,0.4603884,0.0019625567,0.0002940869,0.00019573845,0.00006737037,0.23943003],"genre_scores_gemma":[0.98243034,0.0032399888,0.0023287965,0.0063515273,0.00033661313,0.0001141965,0.000041630778,0.000033200253,0.005123748],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97633547,0.020507786,0.0004813424,0.0003151285,0.0014568018,0.00090341864],"domain_scores_gemma":[0.9664824,0.024177372,0.0034685226,0.0009781397,0.0021796292,0.0027139327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01872992,0.0007789841,0.00041209217,0.0020677152,0.017113166,0.011342411,0.0012620131,0.0046581887,0.0031881807],"category_scores_gemma":[0.03595109,0.00044946108,0.00035070867,0.0016906576,0.029257642,0.015363429,0.010216414,0.007675653,0.00037823187],"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":[0.000033848046,0.000028814431,0.0011989302,0.00011141201,0.0000056108006,0.0014290455,0.7190153,0.0002902424,0.00017394302,0.2639281,0.008168632,0.005616077],"study_design_scores_gemma":[0.000012212558,0.000020721825,0.0005782751,0.0004139408,0.000004749626,0.0009036058,0.76617676,0.00048229544,0.0001753983,0.095394,0.1358031,0.000034994722],"about_ca_topic_score_codex":0.003158064,"about_ca_topic_score_gemma":0.003046608,"teacher_disagreement_score":0.01872992,"about_ca_system_score_codex":0.006655145,"about_ca_system_score_gemma":0.0073381634,"threshold_uncertainty_score":0.099054515},"labels":[],"label_agreement":null},{"id":"W2032174169","doi":"10.1377/hlthaff.28.4.w743","title":"How Well Did Health Departments Communicate About Risk At The Start Of The Swine Flu Epidemic In 2009?","year":2009,"lang":"en","type":"article","venue":"Health Affairs","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Declaration; Public health; Health department; Bird flu; Outbreak; Medicine; Coronavirus disease 2019 (COVID-19); Medical emergency; Environmental health; Family medicine; Influenza A virus subtype H5N1; Nursing; Political science; Virology; Geography; Infectious disease (medical specialty); Law","score_opus":0.031117514705388094,"score_gpt":0.34211924371176733,"score_spread":0.31100172900637924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032174169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91540486,0.000664179,0.00038022667,0.06856616,0.00019196591,0.00005379139,0.0005149623,0.00006113929,0.014162809],"genre_scores_gemma":[0.99297583,0.00047215127,0.00018401699,0.0048192255,0.000084447325,0.00003251434,0.00012413996,0.000014959983,0.0012928501],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9903605,0.006910181,0.0003839335,0.0003897554,0.00080684945,0.0011488298],"domain_scores_gemma":[0.952823,0.019063232,0.012336925,0.0013051811,0.00582101,0.008650595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010897104,0.0002656456,0.00029903505,0.0011719291,0.0029326335,0.0048637646,0.0008038614,0.0017500268,0.005467768],"category_scores_gemma":[0.060759358,0.00044632767,0.00028404497,0.0011169198,0.0019698595,0.0043396265,0.0024746337,0.0030594873,0.0014967694],"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":[0.00044638675,0.0005967478,0.7115416,0.0002417074,0.00018222288,0.0006024083,0.15618744,0.00028405568,0.00068063446,0.0018165004,0.04267238,0.084747985],"study_design_scores_gemma":[0.00004310898,0.00038821177,0.45457992,0.00031596117,0.00006343484,0.00036045548,0.5139365,0.00052618555,0.0005451261,0.0009681865,0.02816105,0.00011184689],"about_ca_topic_score_codex":0.017240208,"about_ca_topic_score_gemma":0.02066158,"teacher_disagreement_score":0.017240208,"about_ca_system_score_codex":0.003703852,"about_ca_system_score_gemma":0.0034972413,"threshold_uncertainty_score":0.057630062},"labels":[],"label_agreement":null},{"id":"W2035944399","doi":"10.5539/jel.v2n2p139","title":"Public Relations Opportunities for Schools Utilizing Innovations in Virtual Communities","year":2013,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Public Relations and Crisis Communication","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; Process (computing); Sociology; Qualitative research; Pedagogy; Political science; Psychology; Social science; Computer science","score_opus":0.19330239130809995,"score_gpt":0.37320192397086416,"score_spread":0.1798995326627642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035944399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.722485,0.0010171762,0.046273746,0.013246246,0.00042029846,0.0012637166,0.00007854932,0.0013714335,0.21384385],"genre_scores_gemma":[0.98219544,0.00024711867,0.010932417,0.00029005835,0.00007117173,0.00018934513,0.000023758883,0.00002455345,0.006026153],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926399,0.00555889,0.00013774028,0.00022605123,0.00060681655,0.00083065947],"domain_scores_gemma":[0.9895863,0.004714593,0.001042239,0.0013843426,0.00057225104,0.002700318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060275197,0.0003114215,0.00017673873,0.002332436,0.0040990124,0.0060924003,0.001174683,0.0014104478,0.011390471],"category_scores_gemma":[0.010559074,0.00029098196,0.0004843128,0.0010073973,0.002700199,0.0071569723,0.009602143,0.001164875,0.0011508415],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002872763,0.004210016,0.026210276,0.0007245617,0.000066117864,0.001674874,0.12257976,0.0018078885,0.004495393,0.10261539,0.023469668,0.71185887],"study_design_scores_gemma":[0.00044010908,0.0033392399,0.0299789,0.0010723512,0.00012965716,0.0020153725,0.19817136,0.007177845,0.004444313,0.1042562,0.6487835,0.00019110712],"about_ca_topic_score_codex":0.00050742785,"about_ca_topic_score_gemma":0.001885445,"teacher_disagreement_score":0.011390471,"about_ca_system_score_codex":0.0012564468,"about_ca_system_score_gemma":0.0023994562,"threshold_uncertainty_score":0.03810495},"labels":[],"label_agreement":null},{"id":"W2036616070","doi":"10.1016/j.proeng.2014.07.053","title":"Effects of Disaster Characteristics on Twitter Event Signature","year":2014,"lang":"en","type":"article","venue":"Procedia Engineering","topic":"Public Relations and Crisis Communication","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":"McGill University","funders":"","keywords":"Foreknowledge; Event (particle physics); Content (measure theory); Social media; Signature (topology); Scale (ratio); Computer science; Data science; Geography; World Wide Web; Mathematics; Cartography","score_opus":0.005250947712918309,"score_gpt":0.24176293955711387,"score_spread":0.23651199184419555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036616070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976247,0.000059144848,0.00040069874,0.000111986796,0.000011447048,0.00001975629,0.00033759663,0.000028752142,0.0014059674],"genre_scores_gemma":[0.9992021,0.00003082736,0.00016939937,0.000015615647,0.000007434348,0.000008324344,0.00032671925,0.00001370378,0.00022599564],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992642,0.0002337404,0.00006567849,0.00013747522,0.0001657036,0.00013331266],"domain_scores_gemma":[0.9774401,0.01628502,0.0031397187,0.00086752354,0.0011869295,0.0010807425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012041775,0.00023710614,0.00034644146,0.0011942242,0.0005522788,0.0009903555,0.0003317116,0.0005243119,0.0033201945],"category_scores_gemma":[0.018369587,0.00019229643,0.0003160998,0.0010849,0.0006205548,0.0012047103,0.0010827169,0.00075800554,0.000444216],"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":[0.0017726888,0.00024564963,0.9497746,0.00014917616,0.00015338855,0.00065072026,0.0014324648,0.0071504144,0.01368075,0.0004984603,0.001336808,0.023154814],"study_design_scores_gemma":[0.000008797763,0.00016993127,0.99003756,0.000012448388,0.000034879686,0.00016204876,0.0020308397,0.0052611385,0.0014126113,0.00024535414,0.00060465856,0.000019796687],"about_ca_topic_score_codex":0.00276137,"about_ca_topic_score_gemma":0.0031254427,"teacher_disagreement_score":0.0033201945,"about_ca_system_score_codex":0.00039762323,"about_ca_system_score_gemma":0.00033284153,"threshold_uncertainty_score":0.011107147},"labels":[],"label_agreement":null},{"id":"W2037815838","doi":"10.1080/15330150601059308","title":"An Online Synchronous e-Dialogue Series on Nuclear Waste Management in Canada","year":2006,"lang":"en","type":"article","venue":"Applied Environmental Education & Communication","topic":"Public Relations and Crisis Communication","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":"Royal Roads University","funders":"","keywords":"Public relations; Nuclear technology; Radioactive waste; Public participation; Political science; Business; Sociology; Engineering ethics; Nuclear power; Engineering; Waste management","score_opus":0.008525030472145456,"score_gpt":0.23653322084595127,"score_spread":0.22800819037380582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037815838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7396732,0.0016567243,0.00672728,0.027097693,0.0020779462,0.0009170785,0.0015517873,0.000493708,0.21980448],"genre_scores_gemma":[0.89540243,0.0011040431,0.0049080704,0.0022099032,0.00026286332,0.00032738276,0.00053760625,0.00007808616,0.0951696],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99863976,0.00053619186,0.000034888617,0.00011609594,0.00036503104,0.0003081132],"domain_scores_gemma":[0.9967529,0.0013369883,0.00009974297,0.000080948914,0.0006838613,0.0010455486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023159215,0.0004016512,0.00020101183,0.000659879,0.01300731,0.0019009644,0.00088788156,0.0012352808,0.009077382],"category_scores_gemma":[0.0054184953,0.00015628338,0.0001585671,0.0010803641,0.0022931602,0.0011227395,0.0022286165,0.0013869909,0.00054139073],"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":[0.0012439282,0.0015236334,0.010469657,0.000914129,0.000045190627,0.004316916,0.33884528,0.004192638,0.015155657,0.022260893,0.27974397,0.32128826],"study_design_scores_gemma":[0.00011153913,0.0002730095,0.026894888,0.00019239307,0.000023568207,0.00026007232,0.15138155,0.0020392733,0.004957831,0.0022308975,0.8115327,0.00010226176],"about_ca_topic_score_codex":0.8086416,"about_ca_topic_score_gemma":0.93131125,"teacher_disagreement_score":0.19135839,"about_ca_system_score_codex":0.019118384,"about_ca_system_score_gemma":0.03708549,"threshold_uncertainty_score":0.38497066},"labels":[],"label_agreement":null},{"id":"W2045002309","doi":"10.5539/ass.v6n11p154","title":"How Financial Enterprises Deal with Crisis Public Relation","year":2010,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Public Relations and Crisis Communication","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":"Financial crisis; Relation (database); Crisis management; Government (linguistics); Business; Consciousness; Public service; Warning system; Service (business); Finance; Financial system; Economics; Public relations; Political science; Management; Marketing; Macroeconomics; Psychology","score_opus":0.01688099933511611,"score_gpt":0.29092974549033934,"score_spread":0.27404874615522323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045002309","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35987288,0.0023351067,0.023878802,0.08629139,0.0006568274,0.00018432538,0.000093630435,0.0003084333,0.5263786],"genre_scores_gemma":[0.98521245,0.0006528928,0.0013012021,0.001096526,0.00012267526,0.000036185258,0.000026908709,0.000023478142,0.011527678],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99443495,0.003268389,0.0001778502,0.00032866004,0.0006872189,0.0011029325],"domain_scores_gemma":[0.9949151,0.0016323155,0.0011286155,0.00031215235,0.0007587317,0.0012531282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038540582,0.00028619354,0.0002659365,0.0015329374,0.005028149,0.009897105,0.0008171164,0.0030487392,0.0073175086],"category_scores_gemma":[0.011733233,0.00025688027,0.0002498454,0.0012041671,0.004896197,0.010537668,0.00518002,0.0020272338,0.001110094],"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":[0.00013307799,0.00036850726,0.040277142,0.00045717522,0.00007156461,0.0032000854,0.18972,0.0020061608,0.0021569494,0.5516717,0.057678416,0.15225925],"study_design_scores_gemma":[0.0000610851,0.00014023624,0.025427284,0.0005628784,0.000057084424,0.002253793,0.30380043,0.0052799876,0.0013182258,0.2140191,0.44696873,0.000111174275],"about_ca_topic_score_codex":0.002827981,"about_ca_topic_score_gemma":0.002013953,"teacher_disagreement_score":0.009897105,"about_ca_system_score_codex":0.0023973465,"about_ca_system_score_gemma":0.0040859194,"threshold_uncertainty_score":0.024479508},"labels":[],"label_agreement":null},{"id":"W2047087872","doi":"10.1108/13563280910980096","title":"Communication structure of the public sector in India: an empirical analysis","year":2009,"lang":"en","type":"article","venue":"Corporate Communications An International Journal","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadia University","funders":"","keywords":"Originality; Public sector; Context (archaeology); Business; Empirical research; Marketing; Corporate communication; Public relations; Knowledge management; Stakeholder; Political science; Computer science; Sociology; Qualitative research; Geography","score_opus":0.09439344462227282,"score_gpt":0.3921247443190075,"score_spread":0.2977312996967347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047087872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943725,0.00006716066,0.00009229696,0.00018521366,0.0000033583758,0.000031074283,0.00016982875,0.000009549238,0.0050690356],"genre_scores_gemma":[0.99895465,0.000112445574,0.0001116299,0.000032314787,0.000007833255,0.000019674011,0.00013243276,0.0000030937945,0.00062596763],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982534,0.00050527876,0.00012626036,0.00016373623,0.00044106072,0.0005102618],"domain_scores_gemma":[0.98565775,0.005658976,0.0049495287,0.0006657013,0.0017768785,0.0012911777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088750763,0.00020984608,0.00017185841,0.003810622,0.0015053299,0.0024324502,0.00072213757,0.00030977034,0.005302609],"category_scores_gemma":[0.006191904,0.00027878827,0.00022853064,0.005104364,0.0012721035,0.0011392002,0.0014445654,0.0007495479,0.0006333143],"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":[0.00010301491,0.00044700527,0.9060586,0.00025794664,0.000026994796,0.0010554008,0.05578632,0.000340021,0.00057071325,0.0022325797,0.0017054332,0.031415924],"study_design_scores_gemma":[0.0000039746255,0.000098261786,0.9180178,0.00006905125,0.000019836036,0.00045119188,0.0773468,0.00044638405,0.00025780345,0.00016457007,0.0031112712,0.000013038524],"about_ca_topic_score_codex":0.021163607,"about_ca_topic_score_gemma":0.019403614,"teacher_disagreement_score":0.021163607,"about_ca_system_score_codex":0.0032786326,"about_ca_system_score_gemma":0.0041155308,"threshold_uncertainty_score":0.04208088},"labels":[],"label_agreement":null},{"id":"W2049287313","doi":"10.1111/j.1467-856x.2004.00133.x","title":"The New Public Diplomacy: Britain and Canada Compared","year":2004,"lang":"en","type":"article","venue":"The British Journal of Politics and International Relations","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Diplomacy; Public diplomacy; Politics; Political science; Globalization; International relations; Public administration; Political economy; Public relations; Sociology; Law","score_opus":0.02187746310270291,"score_gpt":0.2986705251188783,"score_spread":0.27679306201617543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049287313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6728063,0.011822703,0.00059681956,0.039817978,0.0009848824,0.00012423232,0.0010691041,0.00007389252,0.272704],"genre_scores_gemma":[0.9457098,0.0035277205,0.00022305748,0.002610319,0.00006440267,0.00002152304,0.000276775,0.0000549215,0.047511388],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99509346,0.00051757734,0.000091510075,0.00034321862,0.0014758518,0.002478539],"domain_scores_gemma":[0.9918242,0.0009874904,0.00041905296,0.00020464216,0.0028530376,0.0037117007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020415287,0.00029421173,0.0006339291,0.0032503696,0.015614751,0.010019339,0.0011348871,0.0017478068,0.01033894],"category_scores_gemma":[0.0082537765,0.00041184181,0.00029422576,0.0072752647,0.005190397,0.0021273547,0.0038554203,0.0031782766,0.0004978438],"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":[0.001465013,0.00024846636,0.08105649,0.00090550317,0.00007820973,0.0055390904,0.31545398,0.0008220299,0.0020067042,0.26753083,0.11220826,0.2126855],"study_design_scores_gemma":[0.00008049955,0.00006522883,0.16840823,0.00053233776,0.000037595586,0.0005421057,0.19497623,0.00042675695,0.00038571891,0.0023122884,0.6321123,0.0001206974],"about_ca_topic_score_codex":0.9948826,"about_ca_topic_score_gemma":0.9975902,"teacher_disagreement_score":0.15311755,"about_ca_system_score_codex":0.15311755,"about_ca_system_score_gemma":0.12905693,"threshold_uncertainty_score":0.9822636},"labels":[],"label_agreement":null},{"id":"W2052768690","doi":"10.15173/jpc.v2i1.113","title":"Into the crisis vortex: Managing and communicating issues, risks and crises","year":2013,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Crisis communication; Crisis management; Public relations; Preparedness; Set (abstract data type); Professional communication; Emergency management; Political science; Focus (optics); Business; Communications management; Marketing; Law; Computer science; Economics; Management","score_opus":0.07042977415328837,"score_gpt":0.41465837729298444,"score_spread":0.34422860313969605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052768690","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061745305,0.035697293,0.049240243,0.57450414,0.00928169,0.0002836321,0.00011875686,0.00053073355,0.26859826],"genre_scores_gemma":[0.81603515,0.03966094,0.033452027,0.054911755,0.007926443,0.00041046768,0.00015221655,0.00037576325,0.047075283],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904355,0.0072852424,0.00029854666,0.00023937433,0.0011524558,0.0005888246],"domain_scores_gemma":[0.9857062,0.009768439,0.0017347516,0.0003485651,0.0009899939,0.001452068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009665227,0.00086243026,0.0005799068,0.0030512114,0.013010641,0.020192588,0.001339755,0.008589578,0.008088104],"category_scores_gemma":[0.022465177,0.0005513353,0.00042627694,0.002274511,0.014461887,0.027869226,0.014579885,0.010466523,0.001784496],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007336368,0.00008705326,0.0036846385,0.0005392097,0.00002959709,0.0014562544,0.4076231,0.0006687906,0.0013017139,0.35365626,0.08689662,0.14398332],"study_design_scores_gemma":[0.00001710743,0.000088423076,0.0014961755,0.0009154817,0.000014091525,0.0010371017,0.29023007,0.000886396,0.00033449344,0.11831653,0.5865986,0.00006556241],"about_ca_topic_score_codex":0.0016943695,"about_ca_topic_score_gemma":0.0022773782,"teacher_disagreement_score":0.020192588,"about_ca_system_score_codex":0.0027301307,"about_ca_system_score_gemma":0.005961563,"threshold_uncertainty_score":0.051115155},"labels":[],"label_agreement":null},{"id":"W2053622027","doi":"10.1891/1062-8061.22.144","title":"Edward L. Bernays and Nursing’s Code of Ethics: An Unexplored History","year":2013,"lang":"en","type":"article","venue":"Nursing History Review","topic":"Public Relations and Crisis Communication","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":"Ethical code; Professional conduct; Code (set theory); Professional association; Nursing; Law; Political science; Medicine; Computer science","score_opus":0.1647149874397433,"score_gpt":0.3898623403570116,"score_spread":0.2251473529172683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053622027","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001303372,0.23460068,0.0022070815,0.622988,0.01527311,0.00002952918,0.000047025318,0.000026045795,0.123525135],"genre_scores_gemma":[0.1257177,0.29800293,0.007016918,0.37354028,0.033287983,0.0002879617,0.00012010158,0.00032012028,0.16170606],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9821208,0.009922852,0.0007128959,0.0012595793,0.0046885354,0.0012953753],"domain_scores_gemma":[0.97496694,0.017652212,0.0010102744,0.0011386283,0.0032330987,0.0019988532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009479886,0.0008476744,0.0007757716,0.0031947629,0.011524526,0.011094828,0.0014944524,0.013352202,0.0034138283],"category_scores_gemma":[0.025442868,0.0005894158,0.00039017736,0.0030376574,0.060072538,0.014036083,0.0058896695,0.019374914,0.0017258929],"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":[0.000012316216,0.000013126545,0.00012676354,0.00010096037,0.000003007014,0.00013236863,0.006999259,0.00008367674,0.000027490723,0.75349927,0.21724743,0.021754308],"study_design_scores_gemma":[0.000003576869,0.000007593789,0.00015974324,0.0009743694,8.6492986e-7,0.0001223826,0.0012378057,0.00004415372,0.000025259269,0.08122507,0.91617876,0.000020366155],"about_ca_topic_score_codex":0.04079253,"about_ca_topic_score_gemma":0.048471507,"teacher_disagreement_score":0.04079253,"about_ca_system_score_codex":0.018471945,"about_ca_system_score_gemma":0.02160303,"threshold_uncertainty_score":0.13402396},"labels":[],"label_agreement":null},{"id":"W2056441288","doi":"10.1386/jmpr.12.2.173_1","title":"The ‘story’ in a risk society: A case study of the BBC and the ‘riskiness’ of journalism","year":2011,"lang":"en","type":"article","venue":"Journal of Media Practice","topic":"Public Relations and Crisis Communication","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":"Risk society; Journalism; Scrutiny; Argument (complex analysis); Sociology; Perspective (graphical); Appeal; Public relations; Media studies; Political science; Law; Social science; Computer science","score_opus":0.047750269940562876,"score_gpt":0.3489606104840288,"score_spread":0.30121034054346596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056441288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8139272,0.0029534327,0.0057862257,0.062557355,0.0007069204,0.00023642517,0.000089384805,0.00006637101,0.11367661],"genre_scores_gemma":[0.98550606,0.0016074614,0.001528374,0.0027618445,0.00029587897,0.00011442255,0.000026098218,0.000076999364,0.0080827195],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9655799,0.028309213,0.00052564894,0.00080353674,0.0024974204,0.0022841392],"domain_scores_gemma":[0.95902544,0.03085947,0.003024136,0.0013575461,0.001649438,0.0040839966],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.014273867,0.0009062047,0.00100504,0.0044409567,0.050874043,0.023946682,0.0030255758,0.013040428,0.0048787897],"category_scores_gemma":[0.03545921,0.0009575635,0.0007031967,0.0045523546,0.037385155,0.015541735,0.015380591,0.011119155,0.001030161],"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":[0.0000625473,0.00016593478,0.002204408,0.00012276768,0.000009858965,0.0130662415,0.9300877,0.00016376667,0.0003232595,0.04510364,0.0038550377,0.0048348303],"study_design_scores_gemma":[0.000020442762,0.000086362,0.001217663,0.00023112462,0.00001448557,0.0045264033,0.9059505,0.00037885408,0.00036155648,0.008164151,0.07901112,0.000037303224],"about_ca_topic_score_codex":0.014349636,"about_ca_topic_score_gemma":0.018209806,"teacher_disagreement_score":0.94912595,"about_ca_system_score_codex":0.009738026,"about_ca_system_score_gemma":0.0053414647,"threshold_uncertainty_score":0.07548833},"labels":[],"label_agreement":null},{"id":"W2063035749","doi":"10.2196/med20.3237","title":"Analysis of Twitter Users’ Sharing of Official New York Storm Response Messages","year":2014,"lang":"en","type":"article","venue":"Medicine 2 0","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dissemination; Computer science; Event (particle physics); Internet privacy; Social media; World Wide Web; Government (linguistics); Information Dissemination; Redundancy (engineering); Information sharing; Telecommunications","score_opus":0.06334181400951751,"score_gpt":0.3550590062687035,"score_spread":0.291717192259186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063035749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99154025,0.00010117533,0.00018889317,0.00018677459,0.000022569004,0.00006701147,0.0045911507,0.00003204192,0.0032701264],"genre_scores_gemma":[0.9886199,0.00023201181,0.0006543001,0.00009720904,0.00006597389,0.000314712,0.0070895543,0.00002245113,0.002903852],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992549,0.00018664976,0.0000801001,0.00014830452,0.00022543927,0.00010455434],"domain_scores_gemma":[0.9956766,0.0014373898,0.0013779183,0.00022586308,0.00092423783,0.00035802464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006707045,0.00025235364,0.0002972514,0.002042267,0.0008649242,0.0010873714,0.00029561843,0.00039707567,0.0026777748],"category_scores_gemma":[0.0047890954,0.00015007576,0.00017611748,0.002320592,0.00029417273,0.001229745,0.001056634,0.00043223266,0.0010229406],"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":[0.0007964734,0.00013546058,0.90788406,0.00039021153,0.00011401389,0.00043728863,0.030923564,0.0004339607,0.0052092625,0.00044958064,0.014975707,0.038250297],"study_design_scores_gemma":[0.000010060633,0.00006646975,0.9710415,0.000044746197,0.00002727172,0.00010370143,0.016933363,0.0018637495,0.0008077916,0.0000633974,0.009006421,0.00003149204],"about_ca_topic_score_codex":0.021535313,"about_ca_topic_score_gemma":0.03227687,"teacher_disagreement_score":0.021535313,"about_ca_system_score_codex":0.000628247,"about_ca_system_score_gemma":0.00041008805,"threshold_uncertainty_score":0.042819917},"labels":[],"label_agreement":null},{"id":"W2065098072","doi":"10.1108/02621710610708577","title":"Organization‐stakeholder relationships: exploring trust and transparency","year":2006,"lang":"en","type":"article","venue":"Journal of Management Development","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":181,"is_retracted":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; Transparency (behavior); Originality; Public relations; Stakeholder analysis; Business; Focus group; Qualitative research; Knowledge management; Psychology; Sociology; Political science; Marketing; Computer science","score_opus":0.12121149954858669,"score_gpt":0.269888967260459,"score_spread":0.14867746771187235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065098072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9422949,0.00072017685,0.008892731,0.0059890784,0.00004569333,0.00011251836,0.00002665215,0.00001892438,0.041899282],"genre_scores_gemma":[0.99920136,0.00008517897,0.00030590076,0.00009493089,0.0000033282824,0.000014057754,0.0000033682252,0.0000023568039,0.00028951306],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9702744,0.02371453,0.00049456547,0.0005643603,0.0025750613,0.0023771222],"domain_scores_gemma":[0.9443355,0.03947092,0.007945528,0.0015352148,0.0035572646,0.0031555735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015764372,0.00031204737,0.00035568676,0.001808146,0.009658779,0.0072320206,0.000919795,0.001232378,0.0020662772],"category_scores_gemma":[0.034078993,0.00030149004,0.00028677643,0.0015863994,0.013886986,0.0060989,0.008494407,0.002612184,0.000105679],"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":[0.00008603465,0.000084251755,0.02698648,0.00019772963,0.00002962932,0.0009058746,0.9248977,0.00030274468,0.0005564488,0.029068567,0.00066499045,0.016219597],"study_design_scores_gemma":[0.000011577109,0.00007500074,0.014105185,0.00022048254,0.000017713726,0.00028731534,0.96009344,0.00090180925,0.0002646091,0.011549596,0.0124439895,0.000029287332],"about_ca_topic_score_codex":0.034323182,"about_ca_topic_score_gemma":0.031677667,"teacher_disagreement_score":0.034323182,"about_ca_system_score_codex":0.010699591,"about_ca_system_score_gemma":0.011735285,"threshold_uncertainty_score":0.08337098},"labels":[],"label_agreement":null},{"id":"W2065374376","doi":"10.1016/j.pubrev.2003.08.009","title":"Public relations battles and wars: journalistic clichés and the potential for conflict resolution","year":2003,"lang":"en","type":"article","venue":"Public Relations Review","topic":"Public Relations and Crisis Communication","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":"Mount Saint Vincent University","funders":"","keywords":"Newspaper; Harmony (color); Battle; Political science; Media relations; Public relations; Context (archaeology); Media studies; Framing (construction); Variety (cybernetics); Conflict resolution; Sociology; Law; History; Computer science; Art","score_opus":0.09052943561596247,"score_gpt":0.34561831854645536,"score_spread":0.2550888829304929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065374376","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006400193,0.50110716,0.003595655,0.40904924,0.008949956,0.000024401892,0.00006858643,0.000042828822,0.07076201],"genre_scores_gemma":[0.4491656,0.3899681,0.003577268,0.11346419,0.030259747,0.00021615923,0.00010448641,0.00014272804,0.013101693],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98475325,0.009796584,0.0007530002,0.0005147509,0.0035453192,0.0006371364],"domain_scores_gemma":[0.8759224,0.10483277,0.0066395444,0.002395014,0.007865464,0.0023447995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024068007,0.0004687794,0.0010588302,0.006878336,0.005195324,0.020352203,0.0015791421,0.007700892,0.004835549],"category_scores_gemma":[0.07142578,0.00047043993,0.00047078106,0.0066236868,0.021177003,0.016196845,0.004551849,0.006301169,0.000836962],"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":[0.00015641686,0.00007678258,0.0012585942,0.0032795733,0.00010195182,0.00042643707,0.017950825,0.00035657652,0.00037580077,0.62511677,0.16036992,0.19053045],"study_design_scores_gemma":[0.000055153847,0.000074509655,0.0029040652,0.003059788,0.00006778063,0.0007387213,0.018224198,0.00023152551,0.00022630118,0.34106553,0.63330287,0.00004955793],"about_ca_topic_score_codex":0.0020916953,"about_ca_topic_score_gemma":0.0054806285,"teacher_disagreement_score":0.024068007,"about_ca_system_score_codex":0.0031640185,"about_ca_system_score_gemma":0.0070234756,"threshold_uncertainty_score":0.12728536},"labels":[],"label_agreement":null},{"id":"W2066815274","doi":"10.15173/jpc.v1i1.92","title":"Old ideas redux (Review of \"Putting the Public Back in Public Relations\" by Brian Solis and Deirdre Breakenridge)","year":2011,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","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":"Relation (database); Media studies; Sociology; Public relations; Redux; Professional communication; Political science; Management; Engineering; Computer science","score_opus":0.06818662206592711,"score_gpt":0.34766432956697596,"score_spread":0.27947770750104883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066815274","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000104777195,0.85975176,0.0004911588,0.085768215,0.038206503,0.000016024336,0.00004224662,0.00003916448,0.01558018],"genre_scores_gemma":[0.004236119,0.78836465,0.0007414045,0.094338275,0.045555636,0.00008506768,0.00010451515,0.00013789556,0.066436514],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976616,0.00080218416,0.00012341935,0.00029804843,0.00092483865,0.00018997614],"domain_scores_gemma":[0.99639493,0.0016960378,0.00022672811,0.00010369051,0.0011633448,0.00041531576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003343808,0.001022285,0.0010056251,0.0030664678,0.0022561057,0.007484671,0.0014588361,0.0041414425,0.011580222],"category_scores_gemma":[0.008644333,0.0006909072,0.0006023154,0.0032184247,0.0055448716,0.007856933,0.0030966247,0.008294265,0.008068771],"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":[0.000014737808,0.000008525239,0.000041905947,0.0006738892,0.0000055615265,0.000030573174,0.00036097874,0.00004046766,0.000034962177,0.014827478,0.92786145,0.05609941],"study_design_scores_gemma":[0.0000037071666,0.0000063792995,0.000103705315,0.0007875198,0.0000030433832,0.000054526627,0.0001479064,0.000009240299,0.000025973348,0.002691203,0.99616194,0.0000047932363],"about_ca_topic_score_codex":0.011012102,"about_ca_topic_score_gemma":0.018337894,"teacher_disagreement_score":0.011580222,"about_ca_system_score_codex":0.0049560447,"about_ca_system_score_gemma":0.0066154273,"threshold_uncertainty_score":0.03873974},"labels":[],"label_agreement":null},{"id":"W2073667116","doi":"10.5539/ass.v7n8p183","title":"A Legal Perspective of Building Credibility System in China","year":2011,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Public Relations and Crisis Communication","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":"Credibility; Perspective (graphical); China; Business; Economic system; Political science; Economics; Law; Computer science; Artificial intelligence","score_opus":0.02992075614208357,"score_gpt":0.33864151939416914,"score_spread":0.3087207632520856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073667116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46740368,0.0017512297,0.06681016,0.04229913,0.00029702683,0.0002744809,0.0001753725,0.00011894139,0.42086992],"genre_scores_gemma":[0.99098223,0.00028699092,0.0033385686,0.00026672773,0.00006612932,0.000031840562,0.000021053276,0.000004748378,0.005001643],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984642,0.00056338083,0.00007997759,0.00022071002,0.00038490878,0.00028677454],"domain_scores_gemma":[0.99818677,0.0004902963,0.00031991478,0.0001292792,0.00062979903,0.00024383763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026852475,0.00019052248,0.0002389266,0.0019849478,0.0034292112,0.0038130414,0.00074607163,0.0019155991,0.0052587693],"category_scores_gemma":[0.004624717,0.00017218923,0.00036750318,0.0009314056,0.0048726145,0.0041852416,0.0018017293,0.0014223956,0.00020714547],"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":[0.000012435006,0.000017480952,0.002190961,0.000033462893,0.000006400212,0.0004123975,0.001858418,0.0017973512,0.00033077662,0.9849054,0.0011492976,0.0072856173],"study_design_scores_gemma":[0.00007806884,0.00011249398,0.011063338,0.00014363659,0.000047004614,0.0003544944,0.0033610165,0.03321641,0.001219382,0.9196338,0.030709026,0.00006131102],"about_ca_topic_score_codex":0.02284138,"about_ca_topic_score_gemma":0.010685745,"teacher_disagreement_score":0.02284138,"about_ca_system_score_codex":0.0066160383,"about_ca_system_score_gemma":0.0073723164,"threshold_uncertainty_score":0.04800296},"labels":[],"label_agreement":null},{"id":"W2077145554","doi":"10.4000/communication.4006","title":"Présentation","year":2004,"lang":"fr","type":"article","venue":"Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy; Art","score_opus":0.044353401500192596,"score_gpt":0.36235251856864514,"score_spread":0.3179991170684525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077145554","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002216705,0.0067246426,0.0043432154,0.11409674,0.08647419,0.00019766028,0.0034734146,0.0009938154,0.7814796],"genre_scores_gemma":[0.015149652,0.003350263,0.0012788061,0.019499218,0.008638357,0.00015656363,0.002377765,0.0005159514,0.94903356],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997203,0.00046776238,0.00016070256,0.0005975388,0.001206295,0.0003646496],"domain_scores_gemma":[0.99476224,0.0007924183,0.00018131771,0.0007933094,0.0027489702,0.0007217856],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00283035,0.00066797144,0.0006726839,0.0013034497,0.003490035,0.010397868,0.0020891111,0.0040383576,0.39738107],"category_scores_gemma":[0.01295428,0.00029814715,0.00070616324,0.0014245835,0.0016924533,0.0064362176,0.0047979625,0.004113415,0.19788828],"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":[0.00007094545,0.000028512966,0.00025399568,0.0001566817,0.000007945691,0.0001370881,0.00057165755,0.00007051294,0.00027740374,0.053905163,0.8951856,0.04933447],"study_design_scores_gemma":[0.000004422086,0.000005986769,0.00012222149,0.00006664373,0.0000019395607,0.0000621124,0.0002208665,0.000028580733,0.00009327323,0.003339448,0.99605054,0.0000040891136],"about_ca_topic_score_codex":0.0051300623,"about_ca_topic_score_gemma":0.004594391,"teacher_disagreement_score":0.60261893,"about_ca_system_score_codex":0.0040218057,"about_ca_system_score_gemma":0.0041470844,"threshold_uncertainty_score":0.85956275},"labels":[],"label_agreement":null},{"id":"W2080549699","doi":"10.1080/13658816.2014.996567","title":"A geographic approach for combining social media and authoritative data towards identifying useful information for disaster management","year":2015,"lang":"en","type":"article","venue":"International Journal of Geographical Information Systems","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":381,"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":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo; Alexander von Humboldt-Stiftung","keywords":"Social media; Flood myth; Volunteered geographic information; Georeference; Natural hazard; Geography; Geographic information system; Emergency management; Natural disaster; Identification (biology); Data science; Microblogging; Computer science; Cartography; World Wide Web; Political science; Ecology","score_opus":0.14411921109593584,"score_gpt":0.3865623784480222,"score_spread":0.24244316735208638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080549699","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08054217,0.0028941624,0.88675225,0.0028199863,0.0002168979,0.0007502285,0.003941468,0.000868462,0.021214344],"genre_scores_gemma":[0.562918,0.0016434211,0.42949358,0.00021728523,0.00030757775,0.0006967125,0.0017555965,0.00007007096,0.0028978188],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99637586,0.002034315,0.0002645563,0.00055037823,0.00067699025,0.000097908895],"domain_scores_gemma":[0.9919878,0.004401673,0.0014134865,0.0009401552,0.00108466,0.00017219209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031161532,0.0011753214,0.00060882635,0.018537015,0.00086571614,0.004663546,0.0010257444,0.0010485726,0.002091592],"category_scores_gemma":[0.011331765,0.0004571442,0.0008108751,0.01364381,0.0015965521,0.0044615613,0.0029913154,0.00062758656,0.0006709376],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036959385,0.00033813203,0.13082257,0.0029267678,0.0010287083,0.002262566,0.01201143,0.029906137,0.02237132,0.19955611,0.0066755693,0.5917311],"study_design_scores_gemma":[0.00008662807,0.00091252994,0.19012311,0.0012232894,0.0012040358,0.003163751,0.04307282,0.24826106,0.016499935,0.311964,0.18298638,0.00050244003],"about_ca_topic_score_codex":0.0032483402,"about_ca_topic_score_gemma":0.0047993422,"teacher_disagreement_score":0.018537015,"about_ca_system_score_codex":0.0008669433,"about_ca_system_score_gemma":0.0010745499,"threshold_uncertainty_score":0.016479969},"labels":[],"label_agreement":null},{"id":"W2083324506","doi":"10.4000/communicationorganisation.4801","title":"Les répertoires interprétatifs des journalistes discutant de leurs liens avec les relations publiques : les paradoxes et contradictions réconciliées","year":2014,"lang":"fr","type":"article","venue":"Communication et organisation","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.07795350872863005,"score_gpt":0.3578568972402355,"score_spread":0.27990338851160546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083324506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52045435,0.009056416,0.032887276,0.07109261,0.0007239162,0.000114967654,0.0002322583,0.0002679875,0.3651702],"genre_scores_gemma":[0.9878592,0.0013724897,0.0026351903,0.0012327583,0.00015356364,0.00006566893,0.000040428833,0.000089303256,0.006551302],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9808209,0.012570229,0.0006685756,0.0010941032,0.0036336274,0.0012126331],"domain_scores_gemma":[0.9697878,0.020913804,0.0025978703,0.0021410682,0.003472352,0.0010871749],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012950768,0.00054419925,0.0006306298,0.0066541457,0.0101149455,0.021388201,0.0015426647,0.0037078217,0.0037845836],"category_scores_gemma":[0.032492302,0.0005977431,0.00048787595,0.005321354,0.035531085,0.0141995475,0.0059736865,0.004135755,0.0008087592],"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":[0.000067832785,0.000028338894,0.0037241082,0.00023391031,0.000018709228,0.000711552,0.7391703,0.00013783347,0.001602058,0.23640029,0.0023601574,0.01554494],"study_design_scores_gemma":[0.0000389482,0.00004923176,0.009147776,0.0006347529,0.000041539297,0.0010688013,0.73816323,0.0006566664,0.0016208428,0.1288659,0.11962358,0.00008876273],"about_ca_topic_score_codex":0.009083552,"about_ca_topic_score_gemma":0.009484258,"teacher_disagreement_score":0.021388201,"about_ca_system_score_codex":0.006431301,"about_ca_system_score_gemma":0.007747872,"threshold_uncertainty_score":0.06849098},"labels":[],"label_agreement":null},{"id":"W2085992248","doi":"10.1108/13632540510621416","title":"What can be learned from case studies in public relations? An analysis of eight Canadian lobbying campaigns","year":2004,"lang":"en","type":"article","venue":"Journal of Communication Management","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Public relations; Political science; Sociology","score_opus":0.1608482533068201,"score_gpt":0.39775342307011397,"score_spread":0.23690516976329387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085992248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87610185,0.010896495,0.005822451,0.008786345,0.00010657922,0.00077932834,0.0005100433,0.00003975782,0.09695727],"genre_scores_gemma":[0.98402774,0.0054267114,0.005892811,0.0004387461,0.00001794859,0.00026513767,0.00032368695,0.00002032128,0.0035870064],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9793059,0.011269892,0.0005768489,0.00061822054,0.0049281907,0.0033010573],"domain_scores_gemma":[0.9362584,0.04963528,0.0032048011,0.0019467822,0.0074536675,0.0015011263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013649483,0.0009052697,0.00096007116,0.009026948,0.014031913,0.008651197,0.0027418805,0.0019952394,0.0031546943],"category_scores_gemma":[0.05160249,0.00062781095,0.0007207422,0.021740144,0.007875168,0.003994292,0.002754549,0.0017920723,0.00024752275],"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":[0.00032870876,0.0006240826,0.0962938,0.0023350283,0.00016868752,0.008855102,0.57697356,0.003975024,0.0011195514,0.09624767,0.012361341,0.20071745],"study_design_scores_gemma":[0.000044424247,0.00015797945,0.116365865,0.0033422348,0.0001963386,0.0017189614,0.7655996,0.0031225095,0.0008769111,0.012287506,0.09618428,0.00010349742],"about_ca_topic_score_codex":0.69968027,"about_ca_topic_score_gemma":0.8134056,"teacher_disagreement_score":0.30031973,"about_ca_system_score_codex":0.057072677,"about_ca_system_score_gemma":0.030243035,"threshold_uncertainty_score":0.60417676},"labels":[],"label_agreement":null},{"id":"W2088322007","doi":"10.1163/1871191x-12341239","title":"Opening the Windows on Diplomacy: A Comparison of the Domestic Dimension of Public Diplomacy in Canada and Australia","year":2012,"lang":"en","type":"article","venue":"The Hague Journal of Diplomacy","topic":"Public Relations and Crisis Communication","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":"Public diplomacy; Diplomacy; Scholarship; Political science; Context (archaeology); International relations; Dimension (graph theory); Political economy; Public administration; Public relations; Politics; Sociology; Law; Geography","score_opus":0.07645760543399814,"score_gpt":0.38589791103458954,"score_spread":0.3094403056005914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088322007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88100463,0.0019573313,0.00048981,0.0099626165,0.00011951406,0.000068655376,0.00015016005,0.000018932678,0.106228314],"genre_scores_gemma":[0.9947531,0.0006941763,0.00014895132,0.00047028478,0.000009927916,0.000014058659,0.00004523974,0.000010589993,0.0038534526],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9935167,0.0010107633,0.00013789927,0.00030897118,0.0021004993,0.0029253028],"domain_scores_gemma":[0.9874423,0.0023443522,0.0010470577,0.00027330953,0.0043474836,0.0045455187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003849753,0.0002031839,0.000499446,0.0041371062,0.013963181,0.00921286,0.0013892733,0.00090441096,0.004092065],"category_scores_gemma":[0.012596124,0.00025938518,0.0003143534,0.0065336665,0.012046983,0.0025404573,0.0076571885,0.0030295625,0.00015186945],"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":[0.00013086283,0.00011510011,0.13559803,0.00044220514,0.0000463199,0.001672972,0.6202144,0.00039370338,0.0008066575,0.15457614,0.011164486,0.0748391],"study_design_scores_gemma":[0.000006849014,0.000032043867,0.2889301,0.00054225704,0.000020811869,0.00017938789,0.61817575,0.00033012516,0.00021687623,0.002494324,0.0890038,0.000067724075],"about_ca_topic_score_codex":0.973215,"about_ca_topic_score_gemma":0.98684317,"teacher_disagreement_score":0.13015813,"about_ca_system_score_codex":0.13015813,"about_ca_system_score_gemma":0.15251079,"threshold_uncertainty_score":0.9443677},"labels":[],"label_agreement":null},{"id":"W2092144009","doi":"10.4000/communicationorganisation.3696","title":"Changement de logique et des Arts de faire dans les pratiques communicationnelles avec les médias sociaux","year":2012,"lang":"fr","type":"article","venue":"Communication et organisation","topic":"Public Relations and Crisis Communication","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":"Ministère de l’Emploi et de la Solidarité Sociale (Québec); Université Laval","funders":"","keywords":"Humanities; Political science; Sociology; Art","score_opus":0.15879859145297157,"score_gpt":0.3993694120975876,"score_spread":0.24057082064461602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092144009","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17073083,0.010582485,0.028028918,0.078528985,0.0009900309,0.00011128363,0.0001755236,0.00020459585,0.71064734],"genre_scores_gemma":[0.94079596,0.0039684847,0.004914641,0.0017418364,0.00023498628,0.00007776053,0.00004494914,0.00010437562,0.04811714],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99258935,0.004343596,0.00022200917,0.0006459668,0.0016196559,0.0005794585],"domain_scores_gemma":[0.98845017,0.006713484,0.0013182048,0.0009754675,0.0016887115,0.000854055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006856316,0.0004488655,0.00040464403,0.002601455,0.0089678075,0.015142883,0.0009190294,0.0027332988,0.009583004],"category_scores_gemma":[0.012090597,0.00043837057,0.0003227668,0.003616979,0.031851005,0.014915875,0.00555762,0.005216314,0.0013743012],"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":[0.000044569646,0.00006851622,0.0046550576,0.0002756329,0.000011164291,0.0003800155,0.25505155,0.0003085114,0.00088065513,0.69067186,0.004785396,0.0428671],"study_design_scores_gemma":[0.000021486529,0.00006303809,0.012594339,0.0008615821,0.000021256566,0.00060645316,0.28439096,0.0006529988,0.000945378,0.13133313,0.568428,0.00008139737],"about_ca_topic_score_codex":0.033230193,"about_ca_topic_score_gemma":0.035848223,"teacher_disagreement_score":0.033230193,"about_ca_system_score_codex":0.010181771,"about_ca_system_score_gemma":0.010495617,"threshold_uncertainty_score":0.073874235},"labels":[],"label_agreement":null},{"id":"W2093469509","doi":"10.15173/jpc.v2i1.115","title":"The Structuration of Crisis Management: Guiding a Process of Repair","year":2013,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Process management; Crisis management; Business; Public relations; Political science; Computer science; Law","score_opus":0.030311236783681174,"score_gpt":0.37119432993111967,"score_spread":0.3408830931474385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093469509","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.070394546,0.014073364,0.37153706,0.19965604,0.0016317342,0.0007183784,0.0001820541,0.00054171646,0.34126517],"genre_scores_gemma":[0.91618925,0.0034854,0.068017006,0.0028918276,0.00027031652,0.00040600335,0.00008436868,0.00016694998,0.0084887715],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98056763,0.016220924,0.00043525262,0.0008688809,0.0011909788,0.00071625644],"domain_scores_gemma":[0.98019433,0.013386983,0.0019834437,0.0013139,0.0016247199,0.0014965596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022482933,0.0008676655,0.00060936133,0.0037361495,0.00871407,0.018229721,0.002612003,0.0061751166,0.004596686],"category_scores_gemma":[0.0268428,0.0006306142,0.0005942018,0.0026290081,0.07420896,0.021128673,0.010300612,0.005887933,0.0009569797],"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":[0.000021115009,0.000021506488,0.00081420597,0.00015258961,0.000010645906,0.00018821577,0.07882244,0.00087888935,0.00020863907,0.90060955,0.003472619,0.014799658],"study_design_scores_gemma":[0.000024324474,0.000066544424,0.0010481715,0.0007161975,0.000010063237,0.00033502898,0.06910452,0.004053472,0.0004994222,0.82589924,0.09818714,0.000055883072],"about_ca_topic_score_codex":0.0051086275,"about_ca_topic_score_gemma":0.0042935847,"teacher_disagreement_score":0.022482933,"about_ca_system_score_codex":0.0081944065,"about_ca_system_score_gemma":0.012164869,"threshold_uncertainty_score":0.118902504},"labels":[],"label_agreement":null},{"id":"W2094138005","doi":"10.1177/1081180x01006001006","title":"Megaphone Diplomacy in the Northern Irish Peace Process","year":2001,"lang":"en","type":"article","venue":"Harvard International Journal of Press/Politics","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Irish; Mainstream; Diplomacy; Negotiation; Politics; Political science; Work (physics); Process (computing); Media studies; Political economy; Public relations; Sociology; Law; Engineering","score_opus":0.03700438128187926,"score_gpt":0.37203931236337984,"score_spread":0.33503493108150056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094138005","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38183722,0.0026357789,0.0018417853,0.020455074,0.0006345103,0.00007650404,0.000036158875,0.000051423256,0.5924316],"genre_scores_gemma":[0.98417366,0.00061634043,0.00025712696,0.0013097408,0.00016750729,0.000045063167,0.000012376003,0.000023308605,0.013394815],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98988545,0.007047987,0.00012576129,0.00025209234,0.0008720603,0.0018166816],"domain_scores_gemma":[0.9925264,0.004991002,0.0007160908,0.00020918669,0.0004377285,0.001119567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00803429,0.00041418461,0.00026829835,0.0020511993,0.013053537,0.016004475,0.00088070566,0.0023031533,0.010223983],"category_scores_gemma":[0.01032406,0.0004811775,0.00022353185,0.0017070945,0.015129491,0.007377123,0.013635695,0.0039012027,0.0015992358],"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":[0.00056914124,0.00017885814,0.0072262404,0.00030547648,0.000021434067,0.0037538204,0.69775593,0.0003387793,0.0017989181,0.18791835,0.015538455,0.0845947],"study_design_scores_gemma":[0.00006159205,0.00015074814,0.009143089,0.00046210608,0.000012747639,0.00070621795,0.64276356,0.0003455047,0.00118077,0.017021298,0.32809505,0.000057321806],"about_ca_topic_score_codex":0.00805845,"about_ca_topic_score_gemma":0.017364856,"teacher_disagreement_score":0.016004475,"about_ca_system_score_codex":0.0075220177,"about_ca_system_score_gemma":0.005313699,"threshold_uncertainty_score":0.054576278},"labels":[],"label_agreement":null},{"id":"W2097472999","doi":"","title":"Power of Media and its influences on Politics and International Relationships of UAE","year":2015,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Public Relations and Crisis Communication","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":"Politics; Perspective (graphical); Power (physics); Order (exchange); Political communication; Political science; Media system dependency theory; Sociology; Public relations; Media studies; Political economy; Media relations; Business; Law; Computer science","score_opus":0.21131007883327987,"score_gpt":0.452618951728297,"score_spread":0.24130887289501715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097472999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9527463,0.0013325475,0.000112348855,0.0019508592,0.000045840643,0.000009635692,0.0000652268,0.000005733428,0.043731526],"genre_scores_gemma":[0.99787235,0.00044649123,0.000031112864,0.000070263,0.000025775054,0.0000039772162,0.000013419355,0.000002197953,0.0015343915],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99896526,0.0006227821,0.000032428492,0.000052183004,0.00012745899,0.00019995055],"domain_scores_gemma":[0.9973902,0.0014835629,0.0004922476,0.000066823166,0.00022375412,0.0003434388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078647345,0.0001865462,0.00016594699,0.0017072952,0.0029245052,0.0035395606,0.0002127374,0.00041728574,0.006855374],"category_scores_gemma":[0.0032531377,0.00013150921,0.00016828136,0.0017004401,0.0014295105,0.001184421,0.0013132385,0.0007925331,0.00052068103],"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":[0.00023139367,0.00054893113,0.6683704,0.00019918504,0.000098775425,0.003351393,0.2022523,0.00026346973,0.00096266664,0.03961869,0.0066651707,0.07743773],"study_design_scores_gemma":[0.000007568845,0.00012762164,0.6443,0.0002485688,0.0000679734,0.0008291658,0.30749,0.0005979478,0.00042125848,0.0035250587,0.04234958,0.000035288358],"about_ca_topic_score_codex":0.0050658374,"about_ca_topic_score_gemma":0.0068906397,"teacher_disagreement_score":0.006855374,"about_ca_system_score_codex":0.001156284,"about_ca_system_score_gemma":0.0007191237,"threshold_uncertainty_score":0.022933483},"labels":[],"label_agreement":null},{"id":"W2100143720","doi":"10.3968/j.css.1923669720070301.013","title":"A Case Study of Public Relations on Phoenix TV by Chinese Cultural Trip： Li Ao’s happy return","year":2010,"lang":"en","type":"article","venue":"Canadian social science","topic":"Public Relations and Crisis Communication","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":"Phoenix; Political science; Sociology; Humanities; History; Art; Archaeology","score_opus":0.036125232234092655,"score_gpt":0.34251328918348284,"score_spread":0.3063880569493902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100143720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861411,0.000097865326,0.00025944755,0.0009217485,0.000020413476,0.00011137522,0.00005214295,0.000007124667,0.012388717],"genre_scores_gemma":[0.99246687,0.00019301107,0.00034150272,0.00015672306,0.000017244674,0.000111559,0.000030445006,0.00000494767,0.006677642],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99826956,0.0008282205,0.00003864007,0.00012492071,0.000169518,0.0005691014],"domain_scores_gemma":[0.99819046,0.0007733027,0.00026782646,0.00013348169,0.00016536636,0.00046946903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014951114,0.00044810024,0.00026508694,0.0015501406,0.016222274,0.0020401524,0.0012959223,0.0015549754,0.005787307],"category_scores_gemma":[0.0025565834,0.0003301263,0.0003332451,0.002452846,0.0040067504,0.0014655691,0.003033859,0.001679586,0.000266714],"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":[0.00015212731,0.00044347107,0.046745118,0.00021685811,0.000032590244,0.023748998,0.8934086,0.00039410777,0.0017905313,0.008402281,0.004625228,0.020040143],"study_design_scores_gemma":[0.00001204102,0.00016190647,0.02485396,0.00006304478,0.000017908213,0.001727349,0.954579,0.00028662788,0.0006751731,0.0002701759,0.017330334,0.000022580662],"about_ca_topic_score_codex":0.113943875,"about_ca_topic_score_gemma":0.19263953,"teacher_disagreement_score":0.113943875,"about_ca_system_score_codex":0.007709511,"about_ca_system_score_gemma":0.0056592724,"threshold_uncertainty_score":0.22656131},"labels":[],"label_agreement":null},{"id":"W2105374319","doi":"10.1002/meet.2014.14505101004","title":"Informational and media failures and potential successes","year":2014,"lang":"en","type":"article","venue":"Proceedings of the American Society for Information Science and Technology","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Democracy; Public opinion; Internet privacy; Join (topology); Public relations; Computer science; Political science; Information exchange; Psychology; Law; Mathematics; Telecommunications; Politics","score_opus":0.007103914621147803,"score_gpt":0.2666259814744038,"score_spread":0.259522066853256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105374319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85211426,0.0038845115,0.0013164269,0.02752587,0.00015077696,0.000073083065,0.00042639364,0.00009975685,0.114409],"genre_scores_gemma":[0.99840254,0.00048056216,0.00008383675,0.00013267348,0.000060737828,0.000017888216,0.000040099603,0.000013512009,0.00076820934],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.97745365,0.012566645,0.001184252,0.0007678547,0.0036103083,0.0044173757],"domain_scores_gemma":[0.7873333,0.11965371,0.04132992,0.008423082,0.023998793,0.019261163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.028001238,0.0006692723,0.0006813922,0.009430751,0.004577252,0.010242022,0.0014726943,0.0034171313,0.013874422],"category_scores_gemma":[0.12783872,0.0005272419,0.00048254099,0.0059446665,0.014816927,0.009462372,0.007888748,0.0034479762,0.0017326619],"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":[0.0022921518,0.0008004872,0.63602984,0.0010168878,0.00044145677,0.0058267512,0.058660332,0.004422007,0.0006626185,0.12313888,0.026206233,0.14050232],"study_design_scores_gemma":[0.00018149464,0.0014538359,0.4900896,0.0030547588,0.00038526912,0.004451216,0.28320882,0.006289544,0.0024868762,0.12632763,0.08163032,0.00044049034],"about_ca_topic_score_codex":0.0031692854,"about_ca_topic_score_gemma":0.0026275832,"teacher_disagreement_score":0.028001238,"about_ca_system_score_codex":0.0029537939,"about_ca_system_score_gemma":0.0017001275,"threshold_uncertainty_score":0.14808643},"labels":[],"label_agreement":null},{"id":"W2108907258","doi":"10.7202/1033375ar","title":"Relational, Networked and Collaborative Approaches to Public Diplomacy. The Connective Mindshift, Rhonda S. Zaharna, Amelia Arsenault et Ali Fisher (dir.), 2013, New York, Routledge, 240 p.","year":2015,"lang":"en","type":"article","venue":"Études internationales","topic":"Public Relations and Crisis Communication","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":0.2653974549826657,"score_gpt":0.33522283500034167,"score_spread":0.06982538001767596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108907258","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00095293595,0.83025455,0.0018192208,0.11336256,0.002914042,0.000019509676,0.0000659288,0.000050932704,0.050560344],"genre_scores_gemma":[0.097053654,0.81960225,0.0026720767,0.010330348,0.00521103,0.0001702903,0.00009891777,0.0001369428,0.064724475],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975441,0.0013826503,0.000114506045,0.00028094935,0.00042754723,0.00025029652],"domain_scores_gemma":[0.9977919,0.0013512621,0.00027394813,0.00009283985,0.0002089604,0.00028112635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033143722,0.0016055293,0.0010077414,0.0022719295,0.0038149925,0.009557625,0.001278612,0.005277658,0.013167178],"category_scores_gemma":[0.004174849,0.00086296373,0.0004923184,0.0036563238,0.019429516,0.016057203,0.005237013,0.0075915465,0.0032586714],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051015886,0.000051229723,0.00043239864,0.0012429712,0.00002279649,0.00022554735,0.025774375,0.0002732196,0.00018796814,0.42985922,0.40614754,0.13573171],"study_design_scores_gemma":[0.00001632899,0.000023095678,0.0019215753,0.0024826229,0.000012569638,0.00037717333,0.015421785,0.00013338325,0.00011770537,0.15094613,0.8285179,0.000029668028],"about_ca_topic_score_codex":0.01653258,"about_ca_topic_score_gemma":0.034555193,"teacher_disagreement_score":0.01653258,"about_ca_system_score_codex":0.008478418,"about_ca_system_score_gemma":0.0071978485,"threshold_uncertainty_score":0.06151551},"labels":[],"label_agreement":null},{"id":"W2108999673","doi":"10.4000/communiquer.1722","title":"Relations publiques et gouvernance participative : une vision partagée du « vivre ensemble »?","year":2015,"lang":"fr","type":"article","venue":"Communiquer Revue de communication sociale et publique","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","score_opus":0.06770066452617282,"score_gpt":0.38154111177364797,"score_spread":0.3138404472474752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108999673","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.081791535,0.025806174,0.061983746,0.17713411,0.0018536937,0.00008070521,0.00011973922,0.0002217632,0.65100855],"genre_scores_gemma":[0.9398633,0.008134931,0.0050859377,0.0038105939,0.00068243995,0.000115478855,0.000056047338,0.00013976675,0.042111553],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9933611,0.00405048,0.00012052979,0.0008798315,0.0010344821,0.0005534948],"domain_scores_gemma":[0.9937471,0.0034670362,0.00069794146,0.0007600761,0.0006992743,0.00062851794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0080997655,0.0006350986,0.0005420997,0.0029507368,0.0068019503,0.017771399,0.001914122,0.0042257165,0.008302647],"category_scores_gemma":[0.008934111,0.00034705832,0.0004925738,0.0027643824,0.035926864,0.025166608,0.0064446055,0.005767504,0.0010543604],"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":[0.000009986146,0.00000923196,0.00032805107,0.000047236605,0.0000035173414,0.000040518786,0.028218966,0.000105169835,0.000086190084,0.9600641,0.0014530111,0.009633938],"study_design_scores_gemma":[0.0000143773095,0.000043642704,0.001582011,0.00047422913,0.000014117526,0.00016187839,0.057284407,0.0007417,0.00025981522,0.6044987,0.33488798,0.00003711797],"about_ca_topic_score_codex":0.013551424,"about_ca_topic_score_gemma":0.010060016,"teacher_disagreement_score":0.017771399,"about_ca_system_score_codex":0.0079862,"about_ca_system_score_gemma":0.009713722,"threshold_uncertainty_score":0.05794424},"labels":[],"label_agreement":null},{"id":"W2112921850","doi":"10.12927/hcpap.2009.20926","title":"Risky Business: Failure to Prevent and Failure to Communicate","year":2009,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Public Relations and Crisis Communication","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":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Business; Business failure; Computer security; Computer science; Finance","score_opus":0.03993626962414469,"score_gpt":0.3458413472249508,"score_spread":0.3059050776008061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112921850","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056113012,0.0075920094,0.0019458234,0.9043499,0.0035184717,0.000043005857,0.00009593265,0.000056444052,0.026285345],"genre_scores_gemma":[0.79382217,0.013096197,0.001817914,0.17811617,0.0032143248,0.000072606825,0.00008162898,0.000092000606,0.009687009],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9838644,0.007826273,0.00087319297,0.00083961413,0.0037217985,0.0028746915],"domain_scores_gemma":[0.9502826,0.02112053,0.00752506,0.001749879,0.007709181,0.011612819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014183229,0.000643222,0.0007540589,0.0017456074,0.008883396,0.0096920915,0.0022621169,0.008612441,0.0070435335],"category_scores_gemma":[0.03433557,0.0004637241,0.00068932015,0.001571879,0.031287715,0.009536685,0.006595146,0.0102880495,0.0016594755],"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":[0.00022423845,0.00036757463,0.06994189,0.0014790419,0.00020979966,0.0098048,0.2619857,0.00033124528,0.0010916292,0.1276609,0.3552026,0.17170057],"study_design_scores_gemma":[0.00008356388,0.0003555028,0.080644906,0.0031169548,0.0001473478,0.016361967,0.48352742,0.001025634,0.00086957804,0.0860613,0.32736036,0.00044552676],"about_ca_topic_score_codex":0.11466243,"about_ca_topic_score_gemma":0.119722515,"teacher_disagreement_score":0.11466243,"about_ca_system_score_codex":0.011084051,"about_ca_system_score_gemma":0.014910439,"threshold_uncertainty_score":0.22799003},"labels":[],"label_agreement":null},{"id":"W2116614401","doi":"10.1177/1052562912455418","title":"Imagining an Education in Crisis Management","year":2012,"lang":"en","type":"article","venue":"Organizational Behavior Teaching Review","topic":"Public Relations and Crisis Communication","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":"Concordia University","funders":"","keywords":"Crisis management; Scholarship; Experiential learning; Political science; Field (mathematics); Public relations; Sociology; Engineering ethics; Psychology; Pedagogy; Engineering; Law","score_opus":0.024162148236205095,"score_gpt":0.4015392427577477,"score_spread":0.3773770945215426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116614401","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011078006,0.40119025,0.0060287532,0.48491693,0.010604146,0.00003572955,0.000012342386,0.000038924867,0.08609495],"genre_scores_gemma":[0.4456078,0.4390921,0.006798103,0.07895741,0.0060965647,0.00013391167,0.000023011999,0.000043504533,0.023247654],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9953334,0.0037417107,0.000110674606,0.0001339007,0.00049134676,0.00018895832],"domain_scores_gemma":[0.99107164,0.006745256,0.0004979845,0.00014131388,0.00072749966,0.00081629585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059648533,0.0003338321,0.0003386737,0.0012304966,0.0018807218,0.0051802956,0.00083710434,0.003924939,0.0024241162],"category_scores_gemma":[0.0068334173,0.00016675323,0.00024085153,0.0008007273,0.0089933975,0.009866943,0.0023945507,0.0056668604,0.0005466476],"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":[0.000048156737,0.00030043905,0.0008463196,0.003572407,0.00003214741,0.00084173155,0.073697254,0.00044250613,0.0011741605,0.5222059,0.13893142,0.25790757],"study_design_scores_gemma":[0.000024793047,0.00012269417,0.0006534887,0.0025927222,0.000013976978,0.0006897333,0.04602355,0.00015995104,0.00038957706,0.098647475,0.8506636,0.000018495364],"about_ca_topic_score_codex":0.0026096907,"about_ca_topic_score_gemma":0.004156445,"teacher_disagreement_score":0.0059648533,"about_ca_system_score_codex":0.0030505122,"about_ca_system_score_gemma":0.0052498016,"threshold_uncertainty_score":0.03154558},"labels":[],"label_agreement":null},{"id":"W2120460273","doi":"10.5539/ies.v3n3p132","title":"The Orientation and Development of the Public Affair Management Specialty","year":2010,"lang":"en","type":"article","venue":"International Education Studies","topic":"Public Relations and Crisis Communication","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":"Specialty; Public service; Public relations; China; Management development; Service (business); Power (physics); Public education; New public management; Sociology; Public administration; Management; Public sector; Business; Political science; Marketing; Psychology; Law; Economics","score_opus":0.05411147461478124,"score_gpt":0.4105918579135467,"score_spread":0.35648038329876547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120460273","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45607072,0.00151881,0.013650032,0.018950265,0.00071394554,0.00023874803,0.000050121394,0.00010552895,0.5087018],"genre_scores_gemma":[0.9647939,0.00065140624,0.002309999,0.0008227781,0.00018471724,0.00004911741,0.00002673821,0.000018332774,0.031143043],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99823284,0.0005027317,0.00006350577,0.00017291425,0.0005269538,0.0005010602],"domain_scores_gemma":[0.9953955,0.0003230705,0.00043267,0.00012427119,0.0016019671,0.0021226616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023316091,0.0001605599,0.00010515808,0.0012058044,0.0025190364,0.0035463483,0.0003797578,0.00080319715,0.003359919],"category_scores_gemma":[0.0034971435,0.00016116885,0.00016103996,0.00083252956,0.0030788379,0.0024335114,0.0025270153,0.002274613,0.0006162123],"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":[0.00008370445,0.00046333793,0.06888382,0.00020905517,0.0000128228385,0.000740342,0.04281545,0.00054714613,0.0075907735,0.59688336,0.018949818,0.26282033],"study_design_scores_gemma":[0.00004276869,0.00042159768,0.2726941,0.00038078407,0.000020536303,0.0009320731,0.057394125,0.0031398558,0.00447854,0.11308986,0.5472955,0.00011017663],"about_ca_topic_score_codex":0.0048242975,"about_ca_topic_score_gemma":0.005029922,"teacher_disagreement_score":0.0048242975,"about_ca_system_score_codex":0.004361742,"about_ca_system_score_gemma":0.010202749,"threshold_uncertainty_score":0.031646848},"labels":[],"label_agreement":null},{"id":"W2122499596","doi":"10.1108/dpm-11-2014-0224","title":"Developing an evaluation tool for disaster risk messages","year":2015,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Public Relations and Crisis Communication","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":"Emergency management; Agency (philosophy); Preparedness; Risk communication; Comprehension; Focus group; Public health; Risk management; Knowledge management; Risk analysis (engineering); Computer science; Business; Medicine; Nursing; Political science","score_opus":0.1172103882928449,"score_gpt":0.4403392550502965,"score_spread":0.32312886675745156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122499596","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5281388,0.0009687624,0.278886,0.006183825,0.0018576153,0.12855761,0.0053169853,0.007561642,0.042528804],"genre_scores_gemma":[0.27397218,0.00056780287,0.6358719,0.00094713585,0.00013134006,0.08135698,0.0023011758,0.00036630052,0.004485135],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9469511,0.034298677,0.0072403685,0.0013510241,0.008828802,0.0013300709],"domain_scores_gemma":[0.6907739,0.22994772,0.011507051,0.008076927,0.056466024,0.0032283915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08069354,0.0017758986,0.0012305628,0.0065257316,0.0015679991,0.0037735684,0.0022848437,0.0014815058,0.00875059],"category_scores_gemma":[0.2135793,0.0006908878,0.00227522,0.0026122648,0.0014071809,0.0052279118,0.0033081544,0.0018893047,0.0020708859],"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":[0.001729977,0.004890701,0.03682314,0.0074006496,0.00015935031,0.00058494456,0.025944417,0.0024917834,0.0065659517,0.005031525,0.030366452,0.8780109],"study_design_scores_gemma":[0.0067987284,0.038388345,0.26650283,0.02764036,0.0021498222,0.0032061841,0.118906155,0.07233005,0.08370736,0.030292992,0.34812796,0.0019492445],"about_ca_topic_score_codex":0.0010024679,"about_ca_topic_score_gemma":0.0012431738,"teacher_disagreement_score":0.08069354,"about_ca_system_score_codex":0.0042347973,"about_ca_system_score_gemma":0.007046759,"threshold_uncertainty_score":0.42675334},"labels":[],"label_agreement":null},{"id":"W2124463538","doi":"10.1177/0893318912465070","title":"Moving Forward","year":2012,"lang":"en","type":"article","venue":"Management Communication Quarterly","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Wish; Reflection (computer programming); Transition (genetics); Mood; Media studies; Psychology; Sociology; Public relations; Telecommunications; Political science; Computer science; Social psychology","score_opus":0.02143789782318887,"score_gpt":0.3122929064351716,"score_spread":0.2908550086119827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124463538","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038576627,0.0067006857,0.002318426,0.80128676,0.15721004,0.000059715236,0.00017314378,0.00032062654,0.031544775],"genre_scores_gemma":[0.016216075,0.013954118,0.008429941,0.7292064,0.06932002,0.00019662282,0.00050824066,0.00055956136,0.16160905],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97676224,0.006205472,0.0013781845,0.0030735037,0.008184652,0.0043959348],"domain_scores_gemma":[0.9288728,0.00959226,0.0020909773,0.0055578304,0.031664744,0.022221316],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.021363,0.001771651,0.0012097434,0.0021772047,0.0070607765,0.022108175,0.0035441516,0.022966716,0.1282162],"category_scores_gemma":[0.06860076,0.00063487864,0.0020917999,0.0013459796,0.007099356,0.026871089,0.013371783,0.03243934,0.093933955],"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":[0.000040378432,0.000043306147,0.00019510611,0.00021632269,0.000014750145,0.00016746056,0.00086644804,0.0000438678,0.00023489936,0.033675224,0.9336225,0.030879762],"study_design_scores_gemma":[0.000009516472,0.00002494975,0.00015475594,0.00036202808,0.0000070270785,0.00014339293,0.0015033307,0.00003692095,0.000108259,0.010402106,0.98722714,0.000020655269],"about_ca_topic_score_codex":0.00426696,"about_ca_topic_score_gemma":0.0056447047,"teacher_disagreement_score":0.8717838,"about_ca_system_score_codex":0.0061938376,"about_ca_system_score_gemma":0.022651125,"threshold_uncertainty_score":0.42892593},"labels":[],"label_agreement":null},{"id":"W2131307027","doi":"10.15353/joci.v6i3.2545","title":"Inside the \"People of the Wheelbarrows\": participation between online and offline dimension in the post-quake social movement","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Public Relations and Crisis Communication","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":"Quake (natural phenomenon); Online and offline; Movement (music); Ethnography; Triangulation; Variety (cybernetics); Social movement; Dimension (graph theory); Sociology; Social media; Media studies; Computer science; World Wide Web; Political science; Geography; Artificial intelligence; Aesthetics; Cartography; Art; Mathematics; Politics","score_opus":0.08400165734725216,"score_gpt":0.34071243489944464,"score_spread":0.25671077755219246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131307027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99239993,0.00010388117,0.00038995655,0.0007348638,0.000028058523,0.000027401282,0.00002215936,0.0000051968927,0.0062885103],"genre_scores_gemma":[0.99728477,0.00010372581,0.0001394957,0.00013523379,0.000026698634,0.000044062286,0.000019889465,0.0000069326015,0.0022390538],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99828964,0.0008984314,0.000038187794,0.0001479242,0.00022176087,0.000404059],"domain_scores_gemma":[0.99706525,0.0015732634,0.00055023923,0.00012338522,0.00019818344,0.00048973184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016241124,0.00025439158,0.00031281527,0.0017233209,0.00561904,0.004174076,0.0005883365,0.0014183464,0.003658242],"category_scores_gemma":[0.004004089,0.00021319876,0.00017881898,0.0013552584,0.007960707,0.0028971282,0.004421463,0.0012385442,0.00033266516],"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":[0.000044936794,0.000033749093,0.010117156,0.000035244597,0.00000307477,0.00040605434,0.98143893,0.000011855691,0.0007935058,0.0011191944,0.0002500164,0.0057462575],"study_design_scores_gemma":[0.0000034585637,0.00003200298,0.024229536,0.000043740172,0.0000029855087,0.00011326495,0.9694592,0.000033997214,0.00012545589,0.0002682087,0.005680251,0.000007943897],"about_ca_topic_score_codex":0.012894238,"about_ca_topic_score_gemma":0.02460082,"teacher_disagreement_score":0.012894238,"about_ca_system_score_codex":0.0015640835,"about_ca_system_score_gemma":0.0013127658,"threshold_uncertainty_score":0.025638402},"labels":[],"label_agreement":null},{"id":"W2134616842","doi":"10.4000/communicationorganisation.4259","title":"Appropriation et stratégies d’intégration des médias sociaux par les professionnels de la communication","year":2013,"lang":"fr","type":"article","venue":"Communication et organisation","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Appropriation; Political science; Humanities; Sociology; Art; Philosophy","score_opus":0.07420256415508797,"score_gpt":0.37144930426178535,"score_spread":0.2972467401066974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134616842","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2814626,0.009119554,0.044030335,0.055104204,0.0007367615,0.00028769046,0.00021733626,0.00021065274,0.60883087],"genre_scores_gemma":[0.9438991,0.0024415967,0.010549735,0.0012021703,0.0001981096,0.0001840238,0.00007531089,0.00009741996,0.041352462],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9889148,0.00669655,0.00036449227,0.0007071729,0.0021726948,0.0011443795],"domain_scores_gemma":[0.98313314,0.009569029,0.001762457,0.0013481869,0.0028763677,0.0013108613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009992854,0.0007052056,0.00033210838,0.004522986,0.0055596945,0.017881878,0.0010243572,0.0032065362,0.012407753],"category_scores_gemma":[0.017974196,0.0006179461,0.00059240044,0.0032595745,0.010987414,0.011375135,0.0063450183,0.0029482702,0.0016776284],"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":[0.00016949594,0.00014141401,0.015571614,0.00051716494,0.00005592486,0.00066993746,0.27943334,0.00041957968,0.004184708,0.5210276,0.006124533,0.17168468],"study_design_scores_gemma":[0.00008081564,0.00022861881,0.035389885,0.0015414878,0.00009278399,0.0011304017,0.37311774,0.0016071536,0.004137964,0.12228242,0.4602516,0.00013912834],"about_ca_topic_score_codex":0.010631279,"about_ca_topic_score_gemma":0.01246949,"teacher_disagreement_score":0.017881878,"about_ca_system_score_codex":0.0068129664,"about_ca_system_score_gemma":0.007370011,"threshold_uncertainty_score":0.052847862},"labels":[],"label_agreement":null},{"id":"W2139716370","doi":"10.1177/1052562912456144","title":"Challenges in Teaching Crisis Management","year":2012,"lang":"en","type":"article","venue":"Organizational Behavior Teaching Review","topic":"Public Relations and Crisis Communication","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":"Université Laval","funders":"","keywords":"Typology; Reflexivity; Perception; Field (mathematics); Function (biology); Fatalism; Crisis management; Homogeneous; Epistemology; Sociology; Psychology; Political science; Social science; Law","score_opus":0.08589004620489259,"score_gpt":0.3881142016741631,"score_spread":0.3022241554692705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139716370","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028013611,0.16901271,0.025853137,0.7066298,0.00854205,0.0002072709,0.000027288816,0.00023273048,0.061481483],"genre_scores_gemma":[0.63974136,0.2265995,0.03860251,0.06261034,0.0062186234,0.0008737549,0.00006224081,0.00016506154,0.025126625],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.98273057,0.013112785,0.0006046807,0.00064753066,0.0022037984,0.0007004839],"domain_scores_gemma":[0.96240985,0.028336084,0.0014999075,0.00090419897,0.004013208,0.0028366446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019535933,0.00034847253,0.00059434085,0.0012753323,0.0038029547,0.006703495,0.001819329,0.0045557227,0.004310675],"category_scores_gemma":[0.033785023,0.00039872114,0.0004453999,0.0012659361,0.005276156,0.0073810345,0.0048234165,0.008586809,0.0014197073],"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":[0.000054341843,0.00052867975,0.0018383004,0.0042784237,0.000051276907,0.0010462151,0.08998092,0.001347594,0.00090436946,0.22486971,0.1070784,0.56802183],"study_design_scores_gemma":[0.00008805915,0.00023690189,0.0014675785,0.0037426157,0.0000254567,0.0015970145,0.10800485,0.0012196054,0.0007156069,0.15834743,0.7245042,0.000050678525],"about_ca_topic_score_codex":0.0041478267,"about_ca_topic_score_gemma":0.0056621125,"teacher_disagreement_score":0.019535933,"about_ca_system_score_codex":0.0057358406,"about_ca_system_score_gemma":0.0119065875,"threshold_uncertainty_score":0.10331708},"labels":[],"label_agreement":null},{"id":"W2143868970","doi":"10.1111/j.1468-5973.2012.00671.x","title":"The Collective Framing of Crisis Management: A Ventriloqual Analysis of Emergency Operations Centres","year":2012,"lang":"en","type":"article","venue":"Journal of Contingencies and Crisis Management","topic":"Public Relations and Crisis Communication","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":"Université de Montréal","funders":"","keywords":"Framing (construction); Crisis management; Public relations; Crisis communication; Political science; Emergency management; Business; Sociology; Engineering; Law","score_opus":0.021708974580124173,"score_gpt":0.31983980596842004,"score_spread":0.2981308313882959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143868970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.936297,0.00043268438,0.0071452837,0.0015026293,0.00007376392,0.00010917707,0.00007663888,0.000032566706,0.054330215],"genre_scores_gemma":[0.9966293,0.0001572275,0.0010183349,0.000059747723,0.000026274098,0.00003684122,0.000035778085,0.000018715107,0.0020178668],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982029,0.0013578399,0.000029556382,0.000072061426,0.00018791275,0.00014979125],"domain_scores_gemma":[0.9946519,0.004397795,0.0003447569,0.00015597767,0.00020758732,0.000241813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018594203,0.00035395334,0.00021055216,0.0023674245,0.003774879,0.004533116,0.00084419665,0.0010109575,0.0028682167],"category_scores_gemma":[0.0065050866,0.00019410392,0.00020080648,0.0015874133,0.0065108147,0.0026056576,0.003252454,0.0015069377,0.00019479699],"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":[0.00008414799,0.000041864885,0.002771319,0.00014858691,0.0000071470354,0.00086649443,0.964356,0.0001863781,0.0020432915,0.017529873,0.0007700627,0.011194903],"study_design_scores_gemma":[0.000012567473,0.00004989896,0.013655395,0.00021149829,0.000014101331,0.00045849528,0.9540407,0.0007951437,0.0009460417,0.004262152,0.02553204,0.000021970716],"about_ca_topic_score_codex":0.0031000401,"about_ca_topic_score_gemma":0.005801622,"teacher_disagreement_score":0.004533116,"about_ca_system_score_codex":0.0016609448,"about_ca_system_score_gemma":0.0007904766,"threshold_uncertainty_score":0.012051046},"labels":[],"label_agreement":null},{"id":"W2148402127","doi":"10.15353/cgjsc.v1i1.3785","title":"An Arranged Marriage: Police - Media Conflict &amp; Collaboration","year":2012,"lang":"en","type":"article","venue":"Canadian Graduate Journal of Sociology and Criminology","topic":"Public Relations and Crisis Communication","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":"University of Manitoba","funders":"","keywords":"Interdependence; Sociology; Agency (philosophy); Public relations; Independence (probability theory); Armed conflict; Prison; Political science; Intervention (counseling); Humanities; Psychology; Criminology; Law; Social science","score_opus":0.2001678113327599,"score_gpt":0.38195643545266666,"score_spread":0.18178862411990676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148402127","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3631675,0.00956497,0.06781723,0.10272443,0.0028795504,0.0005311921,0.00013540252,0.00040856542,0.45277116],"genre_scores_gemma":[0.96375394,0.0019973242,0.00847376,0.003078765,0.00020053565,0.00019033487,0.00004032478,0.00007456848,0.022190468],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9683791,0.02439215,0.0005144741,0.0013653616,0.0032116263,0.0021372328],"domain_scores_gemma":[0.983787,0.007099696,0.0023924722,0.0014097458,0.0020763355,0.0032346973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0088776415,0.00056896405,0.0004346483,0.0021906465,0.0327662,0.016855208,0.0027569563,0.00437654,0.0074763233],"category_scores_gemma":[0.025899997,0.00085214194,0.00055328733,0.0029695216,0.027108876,0.0119445305,0.019276302,0.005976714,0.0013767299],"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":[0.000059564918,0.000115830706,0.007145303,0.00016720057,0.000036516845,0.002679463,0.81225836,0.00035645702,0.00047697654,0.10455081,0.016012097,0.056141425],"study_design_scores_gemma":[0.000027167876,0.00008782285,0.0030507369,0.00028113337,0.000024414727,0.0017205328,0.71885127,0.00081494614,0.00038588396,0.033055518,0.24165092,0.000049711278],"about_ca_topic_score_codex":0.034112174,"about_ca_topic_score_gemma":0.049199063,"teacher_disagreement_score":0.96588784,"about_ca_system_score_codex":0.0076332497,"about_ca_system_score_gemma":0.0154690705,"threshold_uncertainty_score":0.067827284},"labels":[],"label_agreement":null},{"id":"W2149082487","doi":"10.1108/fs-03-2013-0010","title":"Y in the workplace: comparative analysis of values, skills and perceptions of government communication amongst university students and government staff","year":2014,"lang":"en","type":"article","venue":"foresight","topic":"Public Relations and Crisis Communication","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":"Mount Royal University","funders":"","keywords":"Government (linguistics); Sample (material); Perception; Nonprobability sampling; Function (biology); Public relations; Generation x; Generation y; Psychology; Sociology; Political science; Marketing; Business; Economics; Population","score_opus":0.012108888857000349,"score_gpt":0.3041591882206679,"score_spread":0.29205029936366755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149082487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993481,0.000051670948,0.00001924627,0.00006940763,0.0000028270213,0.0000033229924,0.0000046525856,4.7878683e-7,0.00050020317],"genre_scores_gemma":[0.99953306,0.000093636394,0.000034693512,0.000054942313,0.0000026983498,0.0000061915466,0.000009800445,0.0000010499926,0.00026397625],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9974119,0.0010272085,0.00014260501,0.0001368435,0.00054664107,0.0007349531],"domain_scores_gemma":[0.9954033,0.0015022192,0.0011869103,0.00021117464,0.00084840873,0.0008479687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038240855,0.00015541256,0.00028472662,0.0014241142,0.0037235974,0.0033994964,0.0005154696,0.00065960584,0.0021012803],"category_scores_gemma":[0.008052224,0.00025106085,0.00028045205,0.0011896329,0.0025356624,0.0019100524,0.002573551,0.000884732,0.0002599018],"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":[0.000099418765,0.00010652709,0.26143944,0.000056895176,0.000017890814,0.0003259491,0.71921027,0.000027218617,0.00058462395,0.0006525712,0.00036383633,0.017115468],"study_design_scores_gemma":[0.0000027652807,0.00009502164,0.11705924,0.000042647986,0.000004316509,0.000082593244,0.88127756,0.000047660058,0.000090586625,0.00008589436,0.0012018685,0.00000977954],"about_ca_topic_score_codex":0.05189053,"about_ca_topic_score_gemma":0.07485207,"teacher_disagreement_score":0.05189053,"about_ca_system_score_codex":0.0028383175,"about_ca_system_score_gemma":0.0038446526,"threshold_uncertainty_score":0.10317695},"labels":[],"label_agreement":null},{"id":"W2152980896","doi":"10.5539/res.v3n2p22","title":"What Was Said? A Discourse Analysis of a Famous Finnish Radio Journalist’s Virtuous Monologues","year":2011,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Public Relations and Crisis Communication","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":"Broadcasting (networking); Radio broadcasting; Radio program; Construct (python library); Commercial broadcasting; Sociology; Media studies; Telecommunications; Computer science","score_opus":0.14030749062372097,"score_gpt":0.4025382280601513,"score_spread":0.26223073743643033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152980896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9503516,0.003856303,0.00352097,0.004620061,0.00032644084,0.00012884916,0.00017498767,0.0000448862,0.036976],"genre_scores_gemma":[0.99213296,0.0010636983,0.00103903,0.0003155181,0.000112106885,0.000072257295,0.00008838622,0.0000485977,0.0051275687],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.989489,0.0075127743,0.00034445504,0.0006941365,0.001389982,0.00056960486],"domain_scores_gemma":[0.97475237,0.021552095,0.0013422152,0.00033876224,0.0013113628,0.00070320367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009420008,0.00075747084,0.0007166413,0.0049791955,0.008759342,0.009447081,0.0012513626,0.0022395093,0.0018465741],"category_scores_gemma":[0.01679125,0.00036711313,0.00030195116,0.0036845657,0.01068993,0.0058567394,0.003819277,0.0023229062,0.00040142593],"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":[0.000043186097,0.000027493224,0.00078735844,0.00011074973,0.000005086385,0.0007554356,0.9884616,0.00001706071,0.0012625325,0.003457045,0.00043445002,0.0046379887],"study_design_scores_gemma":[0.0000048356296,0.000024573892,0.0020811984,0.00019109834,0.000009794116,0.00036880706,0.9679501,0.00009008443,0.0010377428,0.0006149347,0.027610727,0.000016095033],"about_ca_topic_score_codex":0.0044385223,"about_ca_topic_score_gemma":0.0061767083,"teacher_disagreement_score":0.009447081,"about_ca_system_score_codex":0.004681403,"about_ca_system_score_gemma":0.0030524198,"threshold_uncertainty_score":0.049818337},"labels":[],"label_agreement":null},{"id":"W2153365518","doi":"10.22230/cjc.2003v28n3a1374","title":"Making Sense of Bad News: The Media, Sensemaking, and Organizational Crisis","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":45,"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":"Sensemaking; Culpability; Narrative; Agency (philosophy); Public relations; Sociology; Tragedy (event); News media; Narrative inquiry; Crisis communication; Power (physics); Political science; Media studies; Criminology; Social science","score_opus":0.0348897794927733,"score_gpt":0.30303802672878316,"score_spread":0.2681482472360099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153365518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64132077,0.033807606,0.009421581,0.10027398,0.001129797,0.00007338388,0.00013272476,0.000058079393,0.2137821],"genre_scores_gemma":[0.9917902,0.0045242053,0.0005722039,0.0012189171,0.00025666776,0.000017859908,0.000017374006,0.000015217601,0.0015873438],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.996793,0.0020422114,0.00009165666,0.0001483279,0.00048644078,0.00043841568],"domain_scores_gemma":[0.97858584,0.017056458,0.0023219078,0.0003951872,0.0008531282,0.00078748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004766372,0.0005003633,0.00031289074,0.0035097788,0.006154342,0.018662654,0.00073616364,0.0024896397,0.0025057576],"category_scores_gemma":[0.013439189,0.0004208359,0.00023905559,0.0022398639,0.020360945,0.015982,0.0057462296,0.0028997764,0.00023911303],"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":[0.00025269247,0.00011810308,0.016902117,0.0005149845,0.00004983441,0.0013975893,0.72825915,0.00046704974,0.0012031136,0.18131869,0.005635458,0.063881256],"study_design_scores_gemma":[0.0000416517,0.000102878774,0.018043661,0.001028728,0.00005396251,0.0006988888,0.7945992,0.0007656849,0.0009996842,0.09295609,0.090626046,0.00008366076],"about_ca_topic_score_codex":0.015863374,"about_ca_topic_score_gemma":0.017970426,"teacher_disagreement_score":0.018662654,"about_ca_system_score_codex":0.004024282,"about_ca_system_score_gemma":0.0037918517,"threshold_uncertainty_score":0.031542063},"labels":[],"label_agreement":null},{"id":"W2155339602","doi":"10.7202/018502ar","title":"Translation and the Changing Profession: A Cross-Disciplinary Perspective","year":2008,"lang":"en","type":"article","venue":"TTR traduction terminologie rédaction","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Discipline; Relevance (law); Perspective (graphical); Workforce; Engineering ethics; Work (physics); Public relations; Power (physics); Sociology; Knowledge management; Political science; Social science; Engineering; Computer science","score_opus":0.12945064168214776,"score_gpt":0.40305867779524923,"score_spread":0.27360803611310147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155339602","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07056109,0.07396501,0.016147556,0.465228,0.0061493157,0.0001150381,0.000025388932,0.000083668776,0.36772493],"genre_scores_gemma":[0.88426423,0.04237761,0.005815589,0.03634015,0.0053923842,0.00014117366,0.000028970531,0.00006947277,0.025570381],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9756153,0.0180106,0.0008053033,0.0008704009,0.002497832,0.0022005776],"domain_scores_gemma":[0.9734535,0.01914947,0.0013047649,0.0011299662,0.0028029683,0.0021593003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019002449,0.0005583605,0.000732724,0.006057993,0.013968211,0.022743661,0.0019283511,0.010113313,0.0061016497],"category_scores_gemma":[0.016323972,0.0003976985,0.000706978,0.00497317,0.052255213,0.019823762,0.008210862,0.008144415,0.00075342425],"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":[0.000025041783,0.00014568632,0.0012939359,0.00034579673,0.000014571794,0.0012329156,0.16690008,0.00026857512,0.00021238334,0.7766857,0.0071426826,0.04573263],"study_design_scores_gemma":[0.00002185322,0.00014438698,0.0029502003,0.0014654848,0.000020989757,0.002138218,0.26274383,0.00092478987,0.00027798384,0.4228596,0.3063981,0.000054532924],"about_ca_topic_score_codex":0.005095562,"about_ca_topic_score_gemma":0.0029089528,"teacher_disagreement_score":0.022743661,"about_ca_system_score_codex":0.010468721,"about_ca_system_score_gemma":0.010128049,"threshold_uncertainty_score":0.100495756},"labels":[],"label_agreement":null},{"id":"W2158814491","doi":"10.1016/j.pubrev.2007.05.012","title":"How Mosaic-Esterhazy applied a crisis communication strategy when it suddenly had the world's attention","year":2007,"lang":"en","type":"article","venue":"Public Relations Review","topic":"Public Relations and Crisis Communication","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 Regina","funders":"","keywords":"Mosaic; Globe; Crisis communication; Plan (archaeology); Swift; Political science; Public relations; Cover (algebra); Crisis management; Business; Engineering; Law; Psychology; History; Computer science","score_opus":0.06377790684036483,"score_gpt":0.3470735997688272,"score_spread":0.28329569292846235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158814491","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07993842,0.14412636,0.0075689857,0.5144761,0.011225854,0.0003265839,0.00018388373,0.00018135505,0.2419724],"genre_scores_gemma":[0.6536735,0.09994338,0.010455171,0.08252068,0.0019828528,0.0001969025,0.00012395637,0.00015378541,0.15094976],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9976725,0.0011479968,0.00009492151,0.0001937653,0.00053972704,0.00035115084],"domain_scores_gemma":[0.9968264,0.0012385547,0.00020987166,0.000108638946,0.0012818527,0.00033469024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054729665,0.00022754463,0.00031840726,0.0015343904,0.0031844568,0.0055743745,0.0007031933,0.0033564526,0.0044328435],"category_scores_gemma":[0.012607592,0.00017972544,0.00031931928,0.0013104079,0.0022377041,0.0049848044,0.002070614,0.0022570172,0.00082087336],"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":[0.00023549321,0.000112458205,0.005937929,0.0011144889,0.00013827081,0.0011697507,0.015701463,0.0008000826,0.0012697262,0.23069789,0.31278405,0.43003845],"study_design_scores_gemma":[0.00006255335,0.00014670874,0.0048043868,0.0009016235,0.00009084515,0.00055925205,0.013744571,0.00038908722,0.001818464,0.020463519,0.95694286,0.00007619828],"about_ca_topic_score_codex":0.02675902,"about_ca_topic_score_gemma":0.05193364,"teacher_disagreement_score":0.02675902,"about_ca_system_score_codex":0.004622705,"about_ca_system_score_gemma":0.01159412,"threshold_uncertainty_score":0.053206563},"labels":[],"label_agreement":null},{"id":"W2162525194","doi":"10.5204/mcj.220","title":"From TV to Twitter: How Ambient News Became Ambient Journalism","year":2010,"lang":"en","type":"article","venue":"M/C Journal","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":242,"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":"Citizen journalism; Journalism; Social media; News media; Media studies; China; Quake (natural phenomenon); Technical Journalism; Political science; Sociology; History; Law","score_opus":0.030018651136846503,"score_gpt":0.3235255061224732,"score_spread":0.29350685498562673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162525194","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29638383,0.0094445115,0.040343143,0.06492104,0.0066505023,0.00027674533,0.0006634228,0.0013480681,0.57996875],"genre_scores_gemma":[0.9507173,0.0035517218,0.0062586297,0.0060026264,0.002229892,0.00021244837,0.00027148757,0.0006555254,0.030100465],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9950093,0.0032106212,0.00018982233,0.0005281237,0.0006613134,0.0004009535],"domain_scores_gemma":[0.99406224,0.003816445,0.00033287526,0.00055641116,0.0005447403,0.0006872956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046376246,0.00051042915,0.00029709414,0.0022512162,0.006978507,0.019867558,0.0009816628,0.0025025047,0.0068748286],"category_scores_gemma":[0.009280833,0.00054218597,0.0006310564,0.0020144696,0.010345948,0.02188191,0.01024118,0.003622188,0.0019814172],"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":[0.00029996166,0.00016090953,0.012194374,0.0007102892,0.00008041868,0.003426008,0.58659315,0.00045030797,0.0047893156,0.21971025,0.039455775,0.13212928],"study_design_scores_gemma":[0.000062111925,0.00013429501,0.0050341473,0.000496808,0.00005973667,0.0007959939,0.13311149,0.001097122,0.001966105,0.052202255,0.8049266,0.00011340396],"about_ca_topic_score_codex":0.0023401002,"about_ca_topic_score_gemma":0.0038853753,"teacher_disagreement_score":0.019867558,"about_ca_system_score_codex":0.0019272685,"about_ca_system_score_gemma":0.001196497,"threshold_uncertainty_score":0.024526417},"labels":[],"label_agreement":null},{"id":"W2164927464","doi":"10.1177/0893318911405623","title":"History of Ideas in Management Communication Quarterly","year":2011,"lang":"en","type":"article","venue":"Management Communication Quarterly","topic":"Public Relations and Crisis Communication","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":"Dalhousie University","funders":"Dalhousie University","keywords":"Identity (music); TRACE (psycholinguistics); Sociology; Context (archaeology); Quarter (Canadian coin); Scholarly communication; Organizational communication; Empirical research; Epistemology; Public relations; Social science; Engineering ethics; Political science; History; Publishing; Law","score_opus":0.036413605129515775,"score_gpt":0.27608313573575627,"score_spread":0.2396695306062405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164927464","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00893513,0.3172363,0.0045056823,0.3420076,0.027264144,0.000049866314,0.00023630916,0.00011355308,0.29965138],"genre_scores_gemma":[0.46902066,0.24509989,0.0066602807,0.07720392,0.068829894,0.00037646826,0.0003775091,0.0005201511,0.13191123],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9900983,0.005843198,0.0005896715,0.0009368577,0.0019992285,0.0005328383],"domain_scores_gemma":[0.97240394,0.019605648,0.0015177756,0.0014228461,0.0034284347,0.0016213994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0093249865,0.00070836325,0.00059569173,0.0091783125,0.0075383247,0.017241614,0.0010891929,0.006245031,0.013568996],"category_scores_gemma":[0.023778915,0.00047477442,0.0004876435,0.012000298,0.023870822,0.012921116,0.0049791103,0.009003131,0.0024199674],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049080136,0.00004907461,0.0005232065,0.00038644447,0.000009264204,0.00016598054,0.016956005,0.00009234931,0.00009536953,0.81231076,0.109539025,0.059823435],"study_design_scores_gemma":[0.000008341103,0.000017925164,0.0005289835,0.0008840113,0.0000035780954,0.00010909245,0.002805868,0.000055352997,0.000066434935,0.038207296,0.95729756,0.000015578076],"about_ca_topic_score_codex":0.0047298996,"about_ca_topic_score_gemma":0.0027135462,"teacher_disagreement_score":0.017241614,"about_ca_system_score_codex":0.015329053,"about_ca_system_score_gemma":0.008624113,"threshold_uncertainty_score":0.1112206},"labels":[],"label_agreement":null},{"id":"W2170380599","doi":"10.22230/cjc.2009v34n2a2031","title":"Marketing After the Election: The Potential and Limitations of Maintaining a Market Orientation in Government","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Comic Relief","keywords":"Market orientation; Marketing; Opposition (politics); Government (linguistics); Politics; Business; Marketing mix; Marketing management; Marketing strategy; Public relations; Political science","score_opus":0.016390412350005688,"score_gpt":0.2606697339535731,"score_spread":0.24427932160356744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170380599","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34071183,0.013438496,0.009286092,0.22184286,0.00090432784,0.00015191632,0.00004502787,0.00009911977,0.41352034],"genre_scores_gemma":[0.9854876,0.0029302114,0.0016795831,0.005374066,0.00041746892,0.00007080594,0.000009176623,0.000029684155,0.004001345],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98588204,0.010878666,0.0002279865,0.00044721385,0.0017117213,0.0008522992],"domain_scores_gemma":[0.9580003,0.03160653,0.003560536,0.0018060869,0.0028780557,0.0021486036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018433806,0.0002214924,0.00032160484,0.001293676,0.0043650027,0.010383369,0.0010948745,0.0032270686,0.0046864417],"category_scores_gemma":[0.03370866,0.00023995347,0.00034993197,0.0017981072,0.014235114,0.012140853,0.0029608477,0.00393002,0.00068912044],"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":[0.00029384802,0.00039840094,0.021094205,0.00048998283,0.000033163622,0.00046367556,0.045652375,0.00041562144,0.0007862626,0.57168484,0.008677206,0.35001048],"study_design_scores_gemma":[0.00012270424,0.00085825974,0.10974189,0.0028179511,0.00010884468,0.0016216722,0.12601921,0.003352395,0.0018116251,0.41064578,0.3426856,0.00021417874],"about_ca_topic_score_codex":0.0072522513,"about_ca_topic_score_gemma":0.009321261,"teacher_disagreement_score":0.018433806,"about_ca_system_score_codex":0.0066468464,"about_ca_system_score_gemma":0.0055981083,"threshold_uncertainty_score":0.09748846},"labels":[],"label_agreement":null},{"id":"W217480685","doi":"10.15173/mjc.v6i0.249","title":"The Relationship between Public Relations and Marketing in the Nonprofit Sector: The Case of Hamilton Health Sciences and Hamilton Health Sciences Foundation","year":2010,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Foundation (evidence); Public health; Biomedical sciences; Political science; Sociology; Public relations; Social science; Medicine; Nursing; Law","score_opus":0.12160742045747544,"score_gpt":0.39644209269355773,"score_spread":0.27483467223608227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W217480685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80594236,0.0011567028,0.0016392537,0.049052935,0.00015151143,0.000222364,0.00003297011,0.000045587352,0.14175642],"genre_scores_gemma":[0.9841526,0.00027724463,0.0004296138,0.0019148288,0.000034844263,0.000037241385,0.000006592806,0.000015814416,0.013131202],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98650753,0.0070666145,0.00011902546,0.00036958145,0.0012555677,0.004681577],"domain_scores_gemma":[0.98680615,0.00650036,0.0012557011,0.00039262237,0.0011618232,0.0038834328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005041557,0.00030410144,0.00036440973,0.0012655508,0.039455276,0.0094633205,0.0016678333,0.0037756325,0.0077963667],"category_scores_gemma":[0.01004111,0.00051144435,0.00029674143,0.0025585042,0.021008126,0.003541413,0.004275924,0.0036317345,0.00033765318],"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":[0.0000986469,0.0003169452,0.02692286,0.0001542221,0.000018040926,0.024176987,0.74495703,0.00030039146,0.0011655486,0.15278028,0.02098457,0.028124444],"study_design_scores_gemma":[0.0000346038,0.00011166761,0.020553647,0.00013200745,0.0000147131095,0.0027488603,0.82074505,0.0005415607,0.00036394692,0.005454809,0.14925456,0.000044479686],"about_ca_topic_score_codex":0.64915115,"about_ca_topic_score_gemma":0.8318711,"teacher_disagreement_score":0.35084885,"about_ca_system_score_codex":0.06311337,"about_ca_system_score_gemma":0.061952513,"threshold_uncertainty_score":0.7058301},"labels":[],"label_agreement":null},{"id":"W2183726215","doi":"10.1023/a:1025607928196","title":"Ethics of Justice and Care in Corporate Crisis Management","year":2003,"lang":"en","type":"article","venue":"Journal of Business Ethics","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":136,"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":"Business ethics; Quality of Life Research; Corporation; Tragedy (event); Crisis management; Sociology; Economic Justice; Conversation; Public relations; Management; Engineering ethics; Environmental ethics; Political science; Law; Social science; Economics; Philosophy","score_opus":0.142445862958351,"score_gpt":0.3762343546139293,"score_spread":0.2337884916555783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183726215","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06453529,0.00836898,0.016698197,0.57838094,0.0014898853,0.0001035168,0.00003610968,0.000019815174,0.33036724],"genre_scores_gemma":[0.97563154,0.0009847688,0.0012726524,0.01523895,0.0007905916,0.000077101846,0.0000064866067,0.000014113328,0.0059837406],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9762256,0.018273594,0.00050198735,0.0006522072,0.001791076,0.0025553957],"domain_scores_gemma":[0.9679648,0.024688441,0.0015591296,0.00089205574,0.002315563,0.002579958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022259079,0.00037440602,0.0006604229,0.0013411274,0.012266688,0.013618517,0.0012825796,0.017495593,0.0026919998],"category_scores_gemma":[0.04038209,0.00041465217,0.00041326488,0.0011967915,0.06871866,0.0071796207,0.004942748,0.012571766,0.00022847007],"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":[0.000011611255,0.00002579243,0.00029438455,0.000012859046,0.0000043194705,0.000102367725,0.011051762,0.00019476865,0.000024740551,0.98157734,0.0042506894,0.0024494082],"study_design_scores_gemma":[0.000022934833,0.000013538148,0.000572927,0.00009588332,0.0000051112684,0.00010801219,0.0115780085,0.00041465485,0.00004819744,0.9662818,0.020843767,0.000015112014],"about_ca_topic_score_codex":0.015752487,"about_ca_topic_score_gemma":0.017402902,"teacher_disagreement_score":0.022259079,"about_ca_system_score_codex":0.01061422,"about_ca_system_score_gemma":0.020340452,"threshold_uncertainty_score":0.11771864},"labels":[],"label_agreement":null},{"id":"W2185760098","doi":"10.22215/etd/2013-09942","title":"Social Media and Crisis Communication: Theories and Best Practices","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Crisis communication; Reputation; Public relations; Identity crisis; Scholarship; Field (mathematics); Social media; Communication theory; Political science; Identity (music); Organizational communication; Strategic communication; Crisis management; Communication studies; Sociology; Social science; Communication; Law","score_opus":0.05564893137706141,"score_gpt":0.40012653228278416,"score_spread":0.34447760090572277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2185760098","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03140455,0.39887825,0.025346946,0.26238245,0.0018054966,0.00037983243,0.00014139422,0.00028181533,0.27937934],"genre_scores_gemma":[0.551406,0.39586598,0.029373344,0.012436291,0.00153108,0.00065148296,0.00010357296,0.00013374773,0.008498521],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.988993,0.007687446,0.00055431435,0.000629412,0.0017799614,0.0003558149],"domain_scores_gemma":[0.9498559,0.044491097,0.0013740711,0.001308793,0.0020766375,0.0008934492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013747628,0.0009167617,0.0007976377,0.011537228,0.0051357457,0.020634215,0.0026271997,0.006557775,0.0041301735],"category_scores_gemma":[0.024611898,0.0007154142,0.0006113569,0.009517248,0.031933174,0.019929213,0.0058532753,0.0056323796,0.0009691086],"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":[0.000043952023,0.000290219,0.0032064642,0.0037835885,0.000057974034,0.00036619726,0.043776445,0.0010931446,0.00015022699,0.6474489,0.013889816,0.28589314],"study_design_scores_gemma":[0.00005084438,0.00009459504,0.0029161659,0.02162023,0.00007275353,0.00053258415,0.095728345,0.0020104472,0.00077757635,0.6759926,0.2001054,0.00009844144],"about_ca_topic_score_codex":0.005622057,"about_ca_topic_score_gemma":0.0051721036,"teacher_disagreement_score":0.020634215,"about_ca_system_score_codex":0.009085622,"about_ca_system_score_gemma":0.010756117,"threshold_uncertainty_score":0.07270533},"labels":[],"label_agreement":null},{"id":"W2212136171","doi":"10.4000/communiquer.136","title":"L’usage des médias socionumériques par les organismes publics : le cas du Québec","year":2013,"lang":"fr","type":"article","venue":"Revue internationale de communication sociale et publique","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Publics; Humanities; Political science; Art","score_opus":0.04674984250826335,"score_gpt":0.32243679127364383,"score_spread":0.27568694876538047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2212136171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9091238,0.002438173,0.00078456796,0.00834007,0.000084013656,0.00003095811,0.00039509928,0.0000307506,0.07877251],"genre_scores_gemma":[0.989135,0.00074159156,0.00016838945,0.00028371814,0.000016388234,0.000011443298,0.0000632368,0.0000085821175,0.009571712],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99820364,0.0005962487,0.000044968616,0.00015485902,0.0005790338,0.00042120586],"domain_scores_gemma":[0.9951845,0.0014588648,0.0007320593,0.00020229147,0.0017943991,0.0006278644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013493609,0.00025894484,0.00029273276,0.0020489176,0.006464338,0.0053332956,0.0007925996,0.0009830203,0.009014134],"category_scores_gemma":[0.0045153964,0.00015994991,0.0001635135,0.0039981473,0.0028191858,0.0020639335,0.0016613472,0.001233258,0.00042582615],"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":[0.00038535675,0.00023296094,0.31299925,0.0006478133,0.00008798262,0.0037258235,0.4117195,0.0007863672,0.003947376,0.06502064,0.023484966,0.17696196],"study_design_scores_gemma":[0.000020631587,0.00011790213,0.4056278,0.0005222521,0.00010456414,0.0008465229,0.38780397,0.0018192283,0.001106385,0.001762974,0.20014606,0.00012170218],"about_ca_topic_score_codex":0.94715,"about_ca_topic_score_gemma":0.9714758,"teacher_disagreement_score":0.052850008,"about_ca_system_score_codex":0.026266003,"about_ca_system_score_gemma":0.015267407,"threshold_uncertainty_score":0.19057405},"labels":[],"label_agreement":null},{"id":"W2234790633","doi":"","title":"Reflexive mediatization and remaking of the middleman","year":2014,"lang":"en","type":"article","venue":"","topic":"Public Relations and Crisis Communication","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":"Mass media; Media relations; Journalism; Reflexivity; Framing (construction); Public relations; Sociology; Dominance (genetics); Media studies; Political science; Social science; Law; History","score_opus":0.014498665089572762,"score_gpt":0.30534568495706305,"score_spread":0.2908470198674903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2234790633","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2082295,0.015847072,0.016167412,0.08782799,0.0038122723,0.00016539221,0.000077091354,0.00022057371,0.66765267],"genre_scores_gemma":[0.9544139,0.0018923578,0.0021801728,0.006726606,0.0005736315,0.000051261773,0.000022918688,0.00015835703,0.033980764],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9881797,0.00684823,0.00044461654,0.0015779396,0.0016113352,0.0013381683],"domain_scores_gemma":[0.98863566,0.005629845,0.001359862,0.0014705802,0.0013782294,0.0015259406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01682355,0.00064035517,0.00048466932,0.0044045495,0.014658543,0.019177787,0.0012807711,0.0038020245,0.008135991],"category_scores_gemma":[0.023266695,0.00063159456,0.00049438194,0.0021063366,0.04999075,0.023204565,0.012169798,0.0074677514,0.0017400003],"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":[0.00006616949,0.0000547235,0.0015363006,0.000074606374,0.0000083338755,0.00039809858,0.36444715,0.000035064746,0.00086697,0.59945405,0.0068973307,0.026161207],"study_design_scores_gemma":[0.000029351455,0.00008022004,0.0021216015,0.0005395546,0.000015429945,0.00043982637,0.16527241,0.0002372379,0.0014826359,0.18913794,0.64057785,0.000065848835],"about_ca_topic_score_codex":0.006688443,"about_ca_topic_score_gemma":0.004983818,"teacher_disagreement_score":0.019177787,"about_ca_system_score_codex":0.008515223,"about_ca_system_score_gemma":0.0058778943,"threshold_uncertainty_score":0.08897245},"labels":[],"label_agreement":null},{"id":"W2243606920","doi":"","title":"Social media, public relations, and the Government of Canada: An analysis of internal organizational texts","year":2012,"lang":"en","type":"dissertation","venue":"","topic":"Public Relations and Crisis Communication","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); Political science; Public relations; Social media; Public administration; Linguistics; Law","score_opus":0.013199012005729874,"score_gpt":0.2784624429640632,"score_spread":0.2652634309583333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2243606920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8908357,0.0022249648,0.00042816173,0.0113745695,0.000057818816,0.00009816851,0.0025751223,0.00004440942,0.0923611],"genre_scores_gemma":[0.98749906,0.0014506138,0.00031644022,0.00036453598,0.000024907305,0.000037714723,0.00073692284,0.000049501465,0.009520292],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99760544,0.00033595727,0.00008472463,0.00017834918,0.0012028719,0.0005926408],"domain_scores_gemma":[0.9817918,0.008763454,0.0015518718,0.00040778454,0.006245586,0.0012395838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020916269,0.00034448502,0.0004041375,0.011022378,0.016396109,0.01209965,0.0014999034,0.0012226414,0.0066448417],"category_scores_gemma":[0.020410938,0.00025821337,0.00021298196,0.025958238,0.0090958355,0.00329449,0.0029509808,0.0017886176,0.00043686837],"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":[0.00016956484,0.000118655975,0.10055737,0.00041341133,0.000049282316,0.00062250736,0.7262897,0.00081207295,0.00093026337,0.06151515,0.022936173,0.08558589],"study_design_scores_gemma":[0.00001877233,0.000020899653,0.2259438,0.00054663094,0.00006372031,0.00010459348,0.6384636,0.0012996446,0.0006497613,0.0037128795,0.12910531,0.000070375805],"about_ca_topic_score_codex":0.9910982,"about_ca_topic_score_gemma":0.9934424,"teacher_disagreement_score":0.11036445,"about_ca_system_score_codex":0.11036445,"about_ca_system_score_gemma":0.16006628,"threshold_uncertainty_score":0.8007539},"labels":[],"label_agreement":null},{"id":"W2247452543","doi":"10.17615/269x-1e17","title":"Fighting the social media wildfire: how crisis communication must adapt to prevent from fanning the flames","year":2019,"lang":"en","type":"article","venue":"Carolina Digital Repository (University of North Carolina at Chapel Hill)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Crisis communication; Social media; Business; Public relations; Internet privacy; Computer security; Computer science; Political science; World Wide Web","score_opus":0.013355242778115218,"score_gpt":0.21709276296121782,"score_spread":0.2037375201831026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2247452543","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32972988,0.0027222813,0.01913573,0.30327684,0.002096801,0.00030630175,0.00007919351,0.00050160196,0.34215128],"genre_scores_gemma":[0.9789387,0.00080290984,0.0037871855,0.008043736,0.00016652844,0.00010850193,0.000021832033,0.00014100088,0.007989535],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9831697,0.012652019,0.00022814814,0.00071093324,0.0010351635,0.0022040356],"domain_scores_gemma":[0.9908082,0.004603304,0.00091082684,0.00073008076,0.0009912725,0.0019563658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0127326595,0.00078461436,0.00043148588,0.0020979652,0.030503837,0.024915984,0.0027826154,0.008952581,0.0057189725],"category_scores_gemma":[0.020482475,0.0007522886,0.00062856264,0.0015629624,0.042139787,0.02223908,0.013139215,0.009527853,0.0012456693],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007636208,0.00020253213,0.005922697,0.00015813827,0.000024405112,0.0030927793,0.7179126,0.0006755967,0.00048741428,0.19695573,0.034174103,0.040317606],"study_design_scores_gemma":[0.00002671062,0.00006396854,0.0016244687,0.00031509894,0.0000151162185,0.0009076615,0.8556298,0.0012169487,0.00028859425,0.053453963,0.086403236,0.000054496468],"about_ca_topic_score_codex":0.0169093,"about_ca_topic_score_gemma":0.023573892,"teacher_disagreement_score":0.030503837,"about_ca_system_score_codex":0.009289062,"about_ca_system_score_gemma":0.012804393,"threshold_uncertainty_score":0.06739712},"labels":[],"label_agreement":null},{"id":"W2255209736","doi":"10.4000/communication.5854","title":"Vers une approche théorique pour une communication des risques efficace en adaptation","year":2015,"lang":"fr","type":"article","venue":"Communication","topic":"Public Relations and Crisis Communication","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 Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.086676213198708,"score_gpt":0.34610582425826714,"score_spread":0.25942961105955914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2255209736","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037791576,0.006515043,0.6298172,0.09291994,0.0012363661,0.00042954728,0.00090063474,0.00041914007,0.2299705],"genre_scores_gemma":[0.810808,0.0053612036,0.14671667,0.00584587,0.0007272899,0.0011331395,0.00036503043,0.0002512325,0.02879152],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99089724,0.005737372,0.00030058355,0.0013046697,0.0012336206,0.00052654557],"domain_scores_gemma":[0.95748407,0.03233025,0.0018607524,0.0023340955,0.0053884084,0.00060249405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015762597,0.0021025394,0.0013683081,0.0057074064,0.003398348,0.009391499,0.0040923064,0.005395271,0.029037457],"category_scores_gemma":[0.03986056,0.0011422569,0.0024213744,0.0042968187,0.012513217,0.013927968,0.0044649346,0.0057209223,0.0031237346],"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":[0.000042683245,0.000074711876,0.002396225,0.00023962762,0.00010928484,0.00017738072,0.0042766593,0.008957763,0.00019680691,0.96270424,0.004047238,0.016777372],"study_design_scores_gemma":[0.000048800237,0.00007448531,0.0024336732,0.0005929096,0.00012805864,0.00017196877,0.004934651,0.035122648,0.00027975382,0.92253125,0.033603437,0.00007827881],"about_ca_topic_score_codex":0.05903938,"about_ca_topic_score_gemma":0.041453715,"teacher_disagreement_score":0.05903938,"about_ca_system_score_codex":0.014626648,"about_ca_system_score_gemma":0.010213006,"threshold_uncertainty_score":0.11739147},"labels":[],"label_agreement":null},{"id":"W2258025573","doi":"10.1002/pra2.2015.1450520100134","title":"DisasterBox: Designing social media for disaster relief","year":2015,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"Public Relations and Crisis Communication","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 British Columbia","funders":"University of British Columbia; University of South Carolina","keywords":"Leverage (statistics); Natural disaster; Social media; Set (abstract data type); Business; Public information; Public relations; Emergency management; Computer security; Political science; Computer science; Law; Geography","score_opus":0.03198551315580259,"score_gpt":0.29976033208103964,"score_spread":0.267774818925237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2258025573","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15353754,0.00056634936,0.75573134,0.0024178452,0.0004974454,0.002851655,0.0015117566,0.03871224,0.04417387],"genre_scores_gemma":[0.5306923,0.0004653089,0.43889812,0.000610418,0.0001281375,0.0021249834,0.001778578,0.0020647761,0.02323744],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99913776,0.00046855173,0.000050539365,0.00010767233,0.00016543934,0.00006999359],"domain_scores_gemma":[0.99695385,0.0019010281,0.00014404433,0.00041229406,0.000376753,0.00021200767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017988381,0.0008594053,0.00026172725,0.0008403996,0.00081252767,0.0025567927,0.0011638923,0.00094698806,0.011819179],"category_scores_gemma":[0.0072146533,0.00041069993,0.00038282253,0.00034964955,0.0005410332,0.0032714037,0.0021805689,0.0005725381,0.0024438738],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018399116,0.0016532813,0.012525019,0.0026183703,0.0002636025,0.0015990201,0.009803689,0.026804622,0.106150314,0.040836126,0.07872107,0.71718496],"study_design_scores_gemma":[0.000528502,0.0018507768,0.0064702216,0.00059745024,0.00044900033,0.0008634749,0.009284058,0.3745635,0.11579293,0.03140705,0.4579603,0.00023279175],"about_ca_topic_score_codex":0.0008627763,"about_ca_topic_score_gemma":0.0014881287,"teacher_disagreement_score":0.011819179,"about_ca_system_score_codex":0.0003676959,"about_ca_system_score_gemma":0.0005253532,"threshold_uncertainty_score":0.0395391},"labels":[],"label_agreement":null},{"id":"W2262335212","doi":"10.1155/2006/754986","title":"Public Reporting: Illumination or Shadows?","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Public Relations and Crisis Communication","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":"Computer science; Computer vision; Business","score_opus":0.02163933098756167,"score_gpt":0.28450091758885687,"score_spread":0.2628615866012952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2262335212","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00081978727,0.012284624,0.001007155,0.97138625,0.0052058604,0.00000848286,0.00005739913,0.000047845748,0.009182609],"genre_scores_gemma":[0.17802972,0.04804409,0.0030274128,0.6923331,0.066228576,0.00010290164,0.00017847339,0.00034519756,0.011710477],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9318844,0.039962765,0.0033024305,0.0042394157,0.016040187,0.0045708297],"domain_scores_gemma":[0.7915662,0.12923796,0.020937955,0.014469758,0.032001827,0.011786238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07875931,0.00088742987,0.0012386993,0.004091651,0.008512555,0.02613229,0.0031491765,0.014274201,0.02080318],"category_scores_gemma":[0.18216445,0.0009903413,0.0009381549,0.004934111,0.04150443,0.042237327,0.012687526,0.02151702,0.004393615],"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":[0.00008796557,0.0000590208,0.0031068102,0.00071920233,0.000040051153,0.000196084,0.007576676,0.00012563121,0.0001992815,0.2096942,0.616654,0.1615411],"study_design_scores_gemma":[0.000047493377,0.00007971991,0.0051605674,0.0035659329,0.000034156496,0.00051003695,0.020518202,0.0003513949,0.00030909647,0.13188767,0.8374168,0.000118851895],"about_ca_topic_score_codex":0.014322219,"about_ca_topic_score_gemma":0.014113361,"teacher_disagreement_score":0.07875931,"about_ca_system_score_codex":0.012736952,"about_ca_system_score_gemma":0.013331256,"threshold_uncertainty_score":0.41652405},"labels":[],"label_agreement":null},{"id":"W226727547","doi":"","title":"The Toronno effect","year":2012,"lang":"en","type":"article","venue":"Sight & sound/Sight and sound","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Art; Visual arts; Advertising; Business","score_opus":0.020329168325331153,"score_gpt":0.316077966412252,"score_spread":0.29574879808692084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W226727547","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024202287,0.0020760042,0.0004601248,0.017955914,0.00061099406,0.0000393326,0.00038134685,0.00006489279,0.95420915],"genre_scores_gemma":[0.8000766,0.0020365217,0.00036267104,0.01334567,0.00052704976,0.00013792687,0.00044568922,0.0002935427,0.18277441],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972052,0.0009441117,0.000055816527,0.0004936401,0.0006180292,0.00068308413],"domain_scores_gemma":[0.99561584,0.0018107231,0.0005919721,0.00070107885,0.00045054368,0.00082982413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029511394,0.00053797,0.000593692,0.0016292444,0.0073833065,0.006521791,0.0009526532,0.0024138212,0.09140681],"category_scores_gemma":[0.013836887,0.00031723798,0.00047546305,0.0016336637,0.009288777,0.004975362,0.006687759,0.0027353119,0.004872848],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005350747,0.00010119937,0.012210235,0.00024262074,0.000043846943,0.0003552114,0.010807616,0.00015264221,0.00026256184,0.74594146,0.17995429,0.049393203],"study_design_scores_gemma":[0.00021488147,0.000049475035,0.036176544,0.00063159736,0.00008489601,0.00020511917,0.018070653,0.00021769288,0.0003389819,0.08069903,0.86325765,0.00005347629],"about_ca_topic_score_codex":0.10001135,"about_ca_topic_score_gemma":0.14171195,"teacher_disagreement_score":0.10001135,"about_ca_system_score_codex":0.006580931,"about_ca_system_score_gemma":0.0050149574,"threshold_uncertainty_score":0.30578625},"labels":[],"label_agreement":null},{"id":"W2277698151","doi":"10.15173/jpc.v4i1.2616","title":"Turning belief into action: An exploratory case study applying the building belief model to an anonymous college in Ontario","year":2015,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","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":"Public relations; Influencer marketing; Reputation; Action (physics); Test (biology); Identity (music); Storytelling; Sociology; Exploratory research; Social identity theory; Psychology; Social psychology; Political science; Business; Marketing; Narrative; Social group; Social science","score_opus":0.20225398917705806,"score_gpt":0.4452751016362551,"score_spread":0.24302111245919705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2277698151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819703,0.00006831963,0.0024642916,0.0016834828,0.000017248507,0.00035130972,0.000073612755,0.000018080538,0.013353418],"genre_scores_gemma":[0.98938423,0.00019876982,0.002326781,0.00021433785,0.000007133497,0.00014527187,0.000029691457,0.00001547297,0.007678318],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9952383,0.0025205784,0.000107789,0.00032915274,0.00064163195,0.0011624588],"domain_scores_gemma":[0.9920116,0.0044830195,0.0006654231,0.0004665897,0.000978021,0.0013953807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004262912,0.000540492,0.00035933114,0.0010599435,0.020407068,0.0035389822,0.0024500089,0.002301244,0.0038295302],"category_scores_gemma":[0.011421349,0.00044142356,0.0004016694,0.0013434393,0.008152346,0.0018797929,0.0037796325,0.0022738134,0.00032659515],"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":[0.000110817986,0.0006440045,0.02330201,0.000101777674,0.000011352664,0.008108236,0.9373197,0.0007693261,0.0009001177,0.010881852,0.0017207331,0.016130127],"study_design_scores_gemma":[0.000023168139,0.00022396869,0.010813668,0.00009551742,0.000017112954,0.00056432054,0.95978934,0.0017676902,0.00068257365,0.001165709,0.024821127,0.000035730667],"about_ca_topic_score_codex":0.68794256,"about_ca_topic_score_gemma":0.84107643,"teacher_disagreement_score":0.68794256,"about_ca_system_score_codex":0.03927022,"about_ca_system_score_gemma":0.023987541,"threshold_uncertainty_score":0.6277904},"labels":[],"label_agreement":null},{"id":"W2290311986","doi":"","title":"Public Relations and Customer Service","year":2016,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Public Relations and Crisis Communication","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":"Relation (database); Work (physics); Plan (archaeology); Business; Customer service; Customer advocacy; Service (business); Customer relationship management; Marketing; Public relations; Customer intelligence; Process management; Knowledge management; Computer science; Service quality; Political science; Engineering; Data mining","score_opus":0.053141234580580655,"score_gpt":0.35711020289071926,"score_spread":0.3039689683101386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290311986","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04120463,0.016828617,0.004553528,0.08837333,0.00078571023,0.0000795985,0.00016305706,0.00010760036,0.84790385],"genre_scores_gemma":[0.94085187,0.009458339,0.0011617363,0.0075162873,0.00077854394,0.00006883169,0.00009519685,0.00003826558,0.040030934],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99332535,0.0039236266,0.00016396823,0.00037649536,0.0011807577,0.0010298167],"domain_scores_gemma":[0.9920107,0.0038685703,0.0015055869,0.0003719628,0.0012631692,0.0009799986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031715746,0.0002728475,0.0003282242,0.0020711322,0.0045043756,0.0097185625,0.0006750507,0.0033321544,0.030313108],"category_scores_gemma":[0.008485557,0.00018873301,0.00026448412,0.004149456,0.007971164,0.0070737554,0.0043393956,0.0024717976,0.002728769],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041781757,0.0001121398,0.0050328537,0.00031627153,0.000019634515,0.000504183,0.014397899,0.00028836148,0.00013413304,0.8591838,0.042283665,0.077685185],"study_design_scores_gemma":[0.000019822119,0.00009492213,0.009606678,0.0009352543,0.00001691306,0.0011283716,0.040274728,0.0005100509,0.00019661213,0.23907198,0.7080908,0.000053871627],"about_ca_topic_score_codex":0.0067720506,"about_ca_topic_score_gemma":0.0054774536,"teacher_disagreement_score":0.030313108,"about_ca_system_score_codex":0.0050984155,"about_ca_system_score_gemma":0.0051098345,"threshold_uncertainty_score":0.10140741},"labels":[],"label_agreement":null},{"id":"W2290840288","doi":"10.15173/jpc.v4i1.2611","title":"World War I and the birth of public relations","year":2015,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"CBC (Canada)","funders":"","keywords":"Publicity; Public opinion; Political science; Agency (philosophy); Publics; Sociology; Law; Public relations; Media studies; Social science; Politics","score_opus":0.09268208740966083,"score_gpt":0.38421821696646585,"score_spread":0.291536129556805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290840288","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058209486,0.06180676,0.00032472386,0.77875865,0.01661935,0.0000077332725,0.000020896134,0.00002571401,0.13661534],"genre_scores_gemma":[0.61206394,0.05985201,0.00032744565,0.21586043,0.034787007,0.000069742404,0.00004591383,0.00011759433,0.07687595],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941089,0.0033420513,0.00012638161,0.00035460934,0.0007171805,0.0013509418],"domain_scores_gemma":[0.99011314,0.0058604353,0.0013966765,0.00030185928,0.00059250166,0.001735397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005630084,0.00046207712,0.00047070056,0.001592077,0.014027402,0.01872455,0.00094453717,0.008046239,0.0079260245],"category_scores_gemma":[0.015507847,0.000333673,0.00034774703,0.0019056803,0.027335979,0.012451084,0.006314972,0.016011806,0.0010918649],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003355467,0.000026485794,0.00036827667,0.00011012302,0.0000056518948,0.00045325162,0.06181969,0.00003718558,0.000047580594,0.68592554,0.23302335,0.018149368],"study_design_scores_gemma":[0.000010471821,0.000021083351,0.0007288578,0.00077898457,0.0000039302263,0.00019793015,0.03957718,0.000027880658,0.00006976718,0.06765227,0.8909109,0.000020641774],"about_ca_topic_score_codex":0.010257679,"about_ca_topic_score_gemma":0.011924238,"teacher_disagreement_score":0.01872455,"about_ca_system_score_codex":0.01035581,"about_ca_system_score_gemma":0.009391783,"threshold_uncertainty_score":0.07513708},"labels":[],"label_agreement":null},{"id":"W2291508847","doi":"10.5539/ijel.v6n1p100","title":"Appeals to Ethos and Pathos in Post-Crisis Communication: A Case Study of Press Conferences Handling Tianjin Blasts","year":2016,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Public Relations and Crisis Communication","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":"Pathos; Ethos; Rhetorical question; Context (archaeology); Credibility; Rhetoric; Logos Bible Software; Persuasion; Rhetorical device; Sociology; Political science; Social psychology; Media studies; Psychology; Law; Linguistics; History; Philosophy; Theology","score_opus":0.039119144705290335,"score_gpt":0.36835513483484417,"score_spread":0.32923599012955385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2291508847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99538875,0.00012174559,0.0003131969,0.0006453966,0.000020327614,0.00002215501,0.000012147252,0.000005457544,0.0034708348],"genre_scores_gemma":[0.9982626,0.00012824484,0.00021950706,0.00011346649,0.000025616677,0.000027445383,0.000012469007,0.000008620636,0.0012021641],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9958145,0.0031838126,0.000112244874,0.00018107552,0.00034419424,0.00036416968],"domain_scores_gemma":[0.9873347,0.010160078,0.0010417312,0.00029917542,0.0004994522,0.00066487363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044835526,0.0005080645,0.00041151632,0.0014385134,0.01016722,0.0032786622,0.0010919102,0.0024035114,0.0028561647],"category_scores_gemma":[0.012525236,0.00039531037,0.0002538486,0.0013336514,0.006283078,0.0025873035,0.003477211,0.003400784,0.000309747],"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":[0.00006772867,0.000059238504,0.0032571736,0.00008902783,0.000005060078,0.005712771,0.9840529,0.000060663257,0.0016538422,0.0013552861,0.00037179363,0.0033144841],"study_design_scores_gemma":[0.000015244933,0.000087574896,0.01131555,0.00007356515,0.000010744507,0.0017536934,0.9783804,0.00031542435,0.0009271253,0.00048861426,0.0066055786,0.000026574378],"about_ca_topic_score_codex":0.005432114,"about_ca_topic_score_gemma":0.011984783,"teacher_disagreement_score":0.01016722,"about_ca_system_score_codex":0.0028668563,"about_ca_system_score_gemma":0.0014998527,"threshold_uncertainty_score":0.023711562},"labels":[],"label_agreement":null},{"id":"W2292752044","doi":"10.14288/1.0093446","title":"Ideological practice in labour news reporting","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ideology; Public relations; Political science; Law; Politics","score_opus":0.017547837225869663,"score_gpt":0.2641926441114341,"score_spread":0.24664480688556445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2292752044","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3447424,0.0066940384,0.031123025,0.019851984,0.0010947171,0.0001893233,0.00008086388,0.00010775544,0.59611595],"genre_scores_gemma":[0.98398465,0.0014957924,0.003988793,0.00048248543,0.00041098357,0.00008072327,0.000026348653,0.000043703705,0.009486393],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9484006,0.03790322,0.0017887648,0.001812398,0.007972057,0.002122941],"domain_scores_gemma":[0.93453693,0.050340287,0.0069242804,0.0035087971,0.003604768,0.0010850109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02567497,0.00042154372,0.00034756825,0.0057678707,0.013488279,0.015174027,0.0018369439,0.002497905,0.002433478],"category_scores_gemma":[0.04819072,0.0004760421,0.00030894217,0.004461646,0.034310374,0.0067190607,0.0058840527,0.0036051031,0.0005251847],"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":[0.000046401023,0.000048608752,0.0037696615,0.00014097086,0.000007738941,0.0005991722,0.50587165,0.00020605267,0.0006089747,0.45103928,0.0022808781,0.03538053],"study_design_scores_gemma":[0.0000457088,0.00013179629,0.007949838,0.0012446702,0.000020545041,0.0008701849,0.4484037,0.0014916293,0.0031123064,0.118413985,0.41821283,0.00010276941],"about_ca_topic_score_codex":0.006942234,"about_ca_topic_score_gemma":0.005416936,"teacher_disagreement_score":0.02567497,"about_ca_system_score_codex":0.006954381,"about_ca_system_score_gemma":0.0057859574,"threshold_uncertainty_score":0.13578385},"labels":[],"label_agreement":null},{"id":"W2302448639","doi":"10.1515/irsr-2013-0012","title":"Building Business Relationships Through the Web: How Medical Technology Companies Enroll Stakeholders in Innovation Development and Uptake","year":2013,"lang":"en","type":"article","venue":"International Review of Social Research","topic":"Public Relations and Crisis Communication","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":"Université de Montréal; McMaster University; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Commercialization; Scope (computer science); Business; Public relations; Health care; Space (punctuation); Marketing; The Internet; Political science","score_opus":0.30491935234474166,"score_gpt":0.4718514224934515,"score_spread":0.16693207014870987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2302448639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.821094,0.0007935514,0.008049053,0.032109827,0.000117180396,0.00024774557,0.000038366845,0.00010367786,0.13744664],"genre_scores_gemma":[0.99544746,0.0002193936,0.00090481003,0.0008293682,0.000015284046,0.000049812705,0.000010876789,0.000018928924,0.0025041574],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96771675,0.027279768,0.00037851662,0.00066422106,0.0020118325,0.0019490054],"domain_scores_gemma":[0.95119894,0.036418285,0.0034294922,0.0013906708,0.0030939977,0.004468593],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.022497054,0.00033746733,0.0002789047,0.0023476265,0.017604422,0.017892458,0.0017373925,0.0037842689,0.0076122317],"category_scores_gemma":[0.046839826,0.00043331846,0.00027963103,0.0019074943,0.012885291,0.014042618,0.012058351,0.0032318393,0.0008671737],"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":[0.000078615216,0.0003424396,0.024883995,0.00014023167,0.000019685074,0.0017559002,0.8352172,0.00020482803,0.0012682253,0.06594753,0.0057858317,0.064355575],"study_design_scores_gemma":[0.000024308029,0.00006850084,0.0069676386,0.00024181102,0.00002103227,0.00041219953,0.9039871,0.00097427546,0.00063681265,0.014275998,0.07235847,0.000031806245],"about_ca_topic_score_codex":0.016900266,"about_ca_topic_score_gemma":0.025135228,"teacher_disagreement_score":0.9823956,"about_ca_system_score_codex":0.01010471,"about_ca_system_score_gemma":0.014939237,"threshold_uncertainty_score":0.11897725},"labels":[],"label_agreement":null},{"id":"W2312023466","doi":"10.1057/jird.2016.6","title":"Narrative practice in international politics and diplomacy: the case of the Crimean crisis","year":2016,"lang":"en","type":"article","venue":"Journal of International Relations and Development","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Narrative; Diplomacy; International relations; Public diplomacy; Negotiation; State (computer science); Politics; Political science; Sociology; International political economy; Political economy; Media studies; Law; Linguistics","score_opus":0.02068308376390178,"score_gpt":0.3551323443988018,"score_spread":0.33444926063490005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312023466","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31363294,0.002516524,0.0041602,0.09328307,0.00051764376,0.0000974543,0.000036784357,0.000034626963,0.5857207],"genre_scores_gemma":[0.9862998,0.00034806196,0.0003742495,0.0015674338,0.000051060088,0.00004001203,0.000007162625,0.0000219837,0.011290245],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99067736,0.0072491523,0.00010597009,0.0003542761,0.00035162672,0.0012616855],"domain_scores_gemma":[0.9883249,0.008646166,0.000669433,0.00043930777,0.00045639632,0.0014637373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010234097,0.00058962987,0.0005571101,0.0018231918,0.041597273,0.023967398,0.0027815546,0.010170887,0.010491378],"category_scores_gemma":[0.018767843,0.0005102436,0.00031777134,0.0025078347,0.054689504,0.010981276,0.012045196,0.00990185,0.00050719257],"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":[0.000030291618,0.00004298767,0.000535588,0.000034601406,0.0000041715475,0.0015968013,0.44927505,0.00016260523,0.000045869896,0.53788286,0.0062011387,0.0041880687],"study_design_scores_gemma":[0.00003216372,0.000018721594,0.0006104431,0.00029765407,0.000008021185,0.0006845766,0.7918402,0.00047213855,0.00011951263,0.06551831,0.14037499,0.000023142082],"about_ca_topic_score_codex":0.034134153,"about_ca_topic_score_gemma":0.049567048,"teacher_disagreement_score":0.041597273,"about_ca_system_score_codex":0.013257797,"about_ca_system_score_gemma":0.012474723,"threshold_uncertainty_score":0.09619248},"labels":[],"label_agreement":null},{"id":"W2315848143","doi":"10.5465/ambpp.2013.12335symposium","title":"Unpacking the Conceptual Linkages Between Organizational Attention and Sensemaking","year":2013,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sensemaking; Conversation; Meaning-making; Unpacking; Sociology; Meaning (existential); Epistemology; Psychology; Social psychology; Public relations; Political science; Communication; Linguistics","score_opus":0.03109563484294493,"score_gpt":0.301105548500182,"score_spread":0.2700099136572371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315848143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44221425,0.016871706,0.13788864,0.04803579,0.00094570743,0.00029675552,0.000110371984,0.00016502918,0.35347176],"genre_scores_gemma":[0.9923981,0.001210443,0.0042553013,0.00067015964,0.000114217,0.00007752484,0.000017596141,0.000020236335,0.0012364481],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99256,0.004480406,0.00030654273,0.00085983647,0.00094724406,0.0008458898],"domain_scores_gemma":[0.9812222,0.013828537,0.0015818845,0.0010861175,0.0012581171,0.001023101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010440533,0.00057762663,0.0004542306,0.007038419,0.0047400636,0.013701878,0.002075896,0.0028648367,0.0037219704],"category_scores_gemma":[0.015238014,0.00043668848,0.0008169058,0.0039095706,0.038924076,0.01891832,0.009178916,0.0038278531,0.00021952954],"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":[0.000052150986,0.000060488008,0.0066684964,0.00030899365,0.00003345024,0.00024975804,0.22911122,0.0007297489,0.0007454076,0.73123676,0.0009640764,0.029839516],"study_design_scores_gemma":[0.000027294545,0.000087215536,0.014705371,0.00075598265,0.000056217963,0.00035328392,0.14377807,0.0026528202,0.00046332568,0.7925511,0.04450378,0.00006554757],"about_ca_topic_score_codex":0.0048501436,"about_ca_topic_score_gemma":0.0031883114,"teacher_disagreement_score":0.013701878,"about_ca_system_score_codex":0.0053870915,"about_ca_system_score_gemma":0.0034954352,"threshold_uncertainty_score":0.055215478},"labels":[],"label_agreement":null},{"id":"W2328153198","doi":"10.3821/1913-701x-143.4.152a","title":"My Future in Fortune-Telling","year":2010,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Public Relations and Crisis Communication","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":"Business","score_opus":0.027159983489915704,"score_gpt":0.30304417467552375,"score_spread":0.27588419118560803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328153198","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016479163,0.011713884,0.0002189479,0.9326832,0.011156114,0.000007805901,0.00004426378,0.000045056848,0.042482715],"genre_scores_gemma":[0.22805364,0.02869165,0.0013198755,0.4578127,0.014111607,0.00007012242,0.00019497836,0.00019604412,0.26954943],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934331,0.0021804916,0.00012344985,0.0003974175,0.001089154,0.0027764475],"domain_scores_gemma":[0.9661302,0.0044312584,0.00089472014,0.00076742296,0.005232863,0.022543512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0093374485,0.00060737965,0.0007149169,0.0010545428,0.025699664,0.022185532,0.0026564824,0.012798247,0.038537875],"category_scores_gemma":[0.023408605,0.0003141521,0.00039654382,0.0015314856,0.02313099,0.011267731,0.0062068487,0.018969355,0.0069426517],"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":[0.00004608894,0.000035146677,0.0005826952,0.00009662937,0.0000068993745,0.00026796118,0.01786603,0.000044887827,0.000081490376,0.123744935,0.8212342,0.03599294],"study_design_scores_gemma":[0.000008336444,0.0000106548305,0.0003844811,0.00023310327,0.0000036215367,0.00015434275,0.025908569,0.000039759274,0.00004154305,0.021020968,0.9521742,0.000020481197],"about_ca_topic_score_codex":0.30057642,"about_ca_topic_score_gemma":0.39849097,"teacher_disagreement_score":0.30057642,"about_ca_system_score_codex":0.028393434,"about_ca_system_score_gemma":0.06473872,"threshold_uncertainty_score":0.59765375},"labels":[],"label_agreement":null},{"id":"W2331158838","doi":"10.1108/ccij-03-2015-0013","title":"Assessing the CPRS Pathways to the Profession competency framework","year":2016,"lang":"en","type":"article","venue":"Corporate Communications An International Journal","topic":"Public Relations and Crisis Communication","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":"McMaster University","funders":"","keywords":"Public relations; Originality; Value (mathematics); Senior management; Investor relations; Qualitative research; Political science; Sociology; Business; Marketing; Strategic management","score_opus":0.17785533863312583,"score_gpt":0.4340566807411939,"score_spread":0.2562013421080681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331158838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78557676,0.0010034516,0.009573167,0.008208692,0.00018859314,0.0023976986,0.0012912109,0.00011867069,0.19164175],"genre_scores_gemma":[0.97546786,0.000503365,0.01544995,0.00046494772,0.00001162351,0.00057663576,0.0008298191,0.000017213002,0.0066785803],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.990235,0.002421448,0.0003781862,0.00041045403,0.005079042,0.0014759261],"domain_scores_gemma":[0.97253925,0.0037382094,0.0020598425,0.0010217557,0.0154747255,0.0051661828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01327608,0.00036183922,0.00031576518,0.003965158,0.0042574485,0.004118127,0.0014707715,0.0007030362,0.0057218336],"category_scores_gemma":[0.028160185,0.00027041443,0.0005081865,0.0020316201,0.0042592115,0.0020485022,0.005067489,0.0019847155,0.00061267166],"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":[0.00014488849,0.00059600844,0.3636022,0.0013495403,0.00006037334,0.0008154401,0.12715681,0.0017699931,0.0025026547,0.09114096,0.03186126,0.37899983],"study_design_scores_gemma":[0.000042961707,0.0003515347,0.54581237,0.0020279568,0.000039977058,0.00048897864,0.26635677,0.0037282,0.0012747641,0.015310189,0.1644356,0.00013069215],"about_ca_topic_score_codex":0.5419781,"about_ca_topic_score_gemma":0.73345196,"teacher_disagreement_score":0.5419781,"about_ca_system_score_codex":0.035336353,"about_ca_system_score_gemma":0.11495052,"threshold_uncertainty_score":0.9214385},"labels":[],"label_agreement":null},{"id":"W2334014354","doi":"10.1097/psn.0000000000000022","title":"Make a Statement—Your Brand Is Your Business","year":2014,"lang":"en","type":"article","venue":"Plastic Surgical Nursing","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Greo; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Web site; Statement (logic); Sociology; Social media; Media studies; Library science; Advertising; Public relations; Management; Political science; Business; The Internet; World Wide Web; Law; Computer science","score_opus":0.04259866631893751,"score_gpt":0.3553595316391541,"score_spread":0.31276086532021663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334014354","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049849185,0.0031391461,0.0026982764,0.45619115,0.09385288,0.00014709857,0.0004900315,0.0005921411,0.43790433],"genre_scores_gemma":[0.07778174,0.0059277345,0.0021944337,0.12697496,0.017615305,0.00008569207,0.00064409256,0.0008203432,0.7679558],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971801,0.00070301024,0.00013964796,0.0001427942,0.0015577395,0.00027668817],"domain_scores_gemma":[0.9884205,0.0020721932,0.0009995714,0.00050635287,0.0054136976,0.0025878022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019952727,0.00044820746,0.00031999612,0.00056502875,0.0034255942,0.00405778,0.0005438446,0.0024239444,0.14283934],"category_scores_gemma":[0.024105322,0.0002129974,0.00025449417,0.0004846416,0.0017118492,0.0038360024,0.0020500615,0.004074,0.095873915],"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":[0.000011511443,0.000010873255,0.00030049274,0.000025906826,0.0000026010987,0.000112496135,0.0002678024,0.000007766164,0.00012564352,0.0042521423,0.9831291,0.011753682],"study_design_scores_gemma":[0.000003747367,0.000015764295,0.000347415,0.00009874217,0.0000037814,0.00029904384,0.0012420077,0.000033474185,0.00024236183,0.001977876,0.9957255,0.000010332495],"about_ca_topic_score_codex":0.003015368,"about_ca_topic_score_gemma":0.004660495,"teacher_disagreement_score":0.14283934,"about_ca_system_score_codex":0.0011736461,"about_ca_system_score_gemma":0.0024389243,"threshold_uncertainty_score":0.4778452},"labels":[],"label_agreement":null},{"id":"W2341385051","doi":"10.18814/epiiugs/2011/v34i1/004","title":"Communicating environmental geoscience – An international survey","year":2011,"lang":"en","type":"article","venue":"Episodes","topic":"Public Relations and Crisis Communication","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":"BC Hydro (Canada); Government of Newfoundland and Labrador","funders":"Universidad de Salamanca","keywords":"Earth science; Geology; Astrobiology; Environmental resource management; Environmental science; Physics","score_opus":0.13407823876648572,"score_gpt":0.3518487611384222,"score_spread":0.21777052237193645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341385051","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22651084,0.5144295,0.0069726803,0.11276537,0.0011508231,0.00011951777,0.0016614388,0.000107422326,0.13628232],"genre_scores_gemma":[0.6267527,0.36014572,0.0020553677,0.0049842186,0.0007933015,0.00007235015,0.0010926907,0.00005949216,0.004044316],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9969171,0.0012505433,0.00043396084,0.00042188878,0.0006279042,0.00034844634],"domain_scores_gemma":[0.946926,0.037811458,0.0039532436,0.0016334899,0.008017502,0.0016583753],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.010386879,0.00037784514,0.00064867886,0.0060884105,0.0015332878,0.0067589004,0.0008746814,0.0013655729,0.010871236],"category_scores_gemma":[0.019773113,0.00031917772,0.00035866364,0.014178851,0.0045906617,0.0115134185,0.0022192209,0.002465485,0.0009164648],"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":[0.00024937323,0.00018531951,0.06506951,0.0036126715,0.00009487444,0.0001642999,0.02228711,0.0008731699,0.00063412794,0.027368082,0.022350358,0.85711116],"study_design_scores_gemma":[0.000017817358,0.00040545352,0.25593972,0.009980351,0.000190865,0.0012559317,0.16725755,0.0015795395,0.0009682254,0.017054144,0.54521906,0.0001313665],"about_ca_topic_score_codex":0.0109036695,"about_ca_topic_score_gemma":0.013875798,"teacher_disagreement_score":0.9932411,"about_ca_system_score_codex":0.0018893157,"about_ca_system_score_gemma":0.0047960887,"threshold_uncertainty_score":0.05493176},"labels":[],"label_agreement":null},{"id":"W2342978570","doi":"10.15173/jpc.v4i2.2535","title":"Is corporate communications kidnapping public relations?","year":2016,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","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":"Corporate communication; Corporate identity; Communication studies; Public relations; Organizational communication; Field (mathematics); Corporate branding; Corporate security; Power (physics); Battle; Investor relations; Political science; Revenue; Corporate social responsibility; Sociology; Management; Business; Accounting; Law; Strategic management; Economics; Marketing","score_opus":0.17680549749452712,"score_gpt":0.40311824863768064,"score_spread":0.22631275114315352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342978570","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015180585,0.017619446,0.0024512585,0.8545366,0.0041756663,0.0000128489555,0.00006204884,0.000101986116,0.10585969],"genre_scores_gemma":[0.7909909,0.030443827,0.001061272,0.14255443,0.014998884,0.00006662899,0.000100859346,0.00019152484,0.019591667],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98137796,0.010296346,0.0004203263,0.0013351543,0.0029117458,0.0036583873],"domain_scores_gemma":[0.9340862,0.042932343,0.0071102534,0.003807523,0.006377846,0.005685789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015643619,0.00046033727,0.0007318496,0.0030386092,0.01197498,0.028479269,0.002137908,0.01251492,0.01749729],"category_scores_gemma":[0.060564186,0.00050988235,0.00070230826,0.0036491684,0.0364054,0.042085018,0.010055791,0.014257734,0.004150471],"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":[0.00008673427,0.00006462586,0.0027005884,0.00035447648,0.000026179581,0.00063172355,0.032525662,0.00013002202,0.00010452067,0.79001313,0.09422915,0.07913324],"study_design_scores_gemma":[0.000025536758,0.0000712641,0.0021057252,0.001467768,0.000027931383,0.00086106744,0.058767658,0.00018071845,0.00028042967,0.37562305,0.56052786,0.00006105827],"about_ca_topic_score_codex":0.007170246,"about_ca_topic_score_gemma":0.004470712,"teacher_disagreement_score":0.028479269,"about_ca_system_score_codex":0.007690489,"about_ca_system_score_gemma":0.009966801,"threshold_uncertainty_score":0.08273232},"labels":[],"label_agreement":null},{"id":"W2343121288","doi":"10.21018/rjcpr.2014.3.178","title":"Golden reputation wanted for a gold producer. The case of the Rosia Montana Gold Corporation","year":2016,"lang":"en","type":"article","venue":"Romanian Journal of Communication and Public Relations","topic":"Public Relations and Crisis Communication","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":"Corporation; Reputation; Documentation; Public relations; Stakeholder; Situational ethics; Order (exchange); Political science; Perception; Business; Law; Psychology; Finance","score_opus":0.03512471594891587,"score_gpt":0.304486184206468,"score_spread":0.26936146825755214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343121288","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45067984,0.0012624222,0.0018047709,0.032235138,0.00031868543,0.00008090855,0.00008897116,0.000037513826,0.51349175],"genre_scores_gemma":[0.94060427,0.00025428517,0.00044124955,0.0016829456,0.00005566584,0.00001787473,0.000028596554,0.000014476697,0.05690072],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9982571,0.00064260117,0.00003961948,0.0002473383,0.00030530494,0.0005079337],"domain_scores_gemma":[0.99892336,0.00030059964,0.00022345188,0.00006973801,0.00020834124,0.0002745372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012478033,0.00020696541,0.00013806108,0.0007692559,0.010545742,0.0042540715,0.00038301366,0.0025730405,0.014350291],"category_scores_gemma":[0.002448506,0.00016016357,0.00019718877,0.00055270985,0.0028103418,0.0018222011,0.0020025966,0.002036142,0.0010266061],"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":[0.00016895564,0.00017022101,0.053137917,0.00024153493,0.00005165633,0.027951535,0.13870266,0.00037263744,0.003955069,0.6391269,0.06948373,0.066637136],"study_design_scores_gemma":[0.00002341878,0.00009980151,0.054388102,0.00024374343,0.000033255736,0.00571274,0.19690168,0.0008231325,0.0016158937,0.011952022,0.72810745,0.00009874562],"about_ca_topic_score_codex":0.031083485,"about_ca_topic_score_gemma":0.07687964,"teacher_disagreement_score":0.031083485,"about_ca_system_score_codex":0.0040119085,"about_ca_system_score_gemma":0.0024530932,"threshold_uncertainty_score":0.06180513},"labels":[],"label_agreement":null},{"id":"W2343589291","doi":"10.15173/jpc.v4i2.2915","title":"An interview with Stephen Waddington, Partner and Chief Engagement Officer at Ketchum and Visiting Professor in Practice, Newcastle University, Past President of the Chartered Institute for Public Relations (UK)","year":2016,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","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":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Officer; Formative assessment; Management; Sociology; Face (sociological concept); Public relations; Political science; Media studies; Library science; Law; Pedagogy; Social science","score_opus":0.07153473879021106,"score_gpt":0.36509568462001685,"score_spread":0.2935609458298058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343589291","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08866696,0.009565718,0.002685658,0.8436301,0.015124724,0.00054499623,0.0004097403,0.00015582719,0.03921624],"genre_scores_gemma":[0.28503034,0.009461047,0.00324291,0.541478,0.002971528,0.0011440202,0.0002416673,0.00023763668,0.15619296],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929287,0.004487136,0.0002181398,0.00043064755,0.0010461803,0.0008892124],"domain_scores_gemma":[0.98355955,0.008028427,0.00080924446,0.00023205715,0.0029868553,0.004383925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007280129,0.00093366066,0.0007561103,0.0013214785,0.016735418,0.005413353,0.0015080846,0.008500108,0.010891797],"category_scores_gemma":[0.028033469,0.0014958847,0.00051049364,0.001862235,0.005784402,0.008869527,0.0038755545,0.022046478,0.002547126],"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":[0.00007835448,0.00013223082,0.0015828881,0.00023183586,0.0000068243294,0.0030842414,0.28238901,0.00008347882,0.0010357392,0.0040507982,0.6958255,0.0114990575],"study_design_scores_gemma":[0.000020679448,0.00014505607,0.0022146904,0.0005598338,0.000006530178,0.0015115116,0.36998013,0.00019590966,0.00027355392,0.0010347355,0.62395525,0.000102092104],"about_ca_topic_score_codex":0.07174584,"about_ca_topic_score_gemma":0.16079685,"teacher_disagreement_score":0.07174584,"about_ca_system_score_codex":0.009079901,"about_ca_system_score_gemma":0.010165852,"threshold_uncertainty_score":0.14265645},"labels":[],"label_agreement":null},{"id":"W2344552002","doi":"10.15173/jpc.v4i2.2913","title":"Public relations or public relationships?","year":2016,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","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":"McMaster University","funders":"","keywords":"Public relations; Publishing; The Internet; Political science; State (computer science); New media; Communication studies; Transactional leadership; Sociology; Media studies; Law; World Wide Web; Computer science","score_opus":0.2587195550184825,"score_gpt":0.4065613679331064,"score_spread":0.1478418129146239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344552002","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023880175,0.08854141,0.00025320557,0.71293825,0.16827892,0.000008731365,0.000016442267,0.000027219048,0.02969706],"genre_scores_gemma":[0.035909936,0.11653905,0.0003291262,0.35062864,0.4536888,0.000065072374,0.000055677876,0.000096200456,0.042687554],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99102634,0.0041722725,0.00035198327,0.0007222277,0.0025466783,0.0011804269],"domain_scores_gemma":[0.9822021,0.011761131,0.0011763986,0.00053010206,0.0024380672,0.0018922086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006864539,0.00086010044,0.001238625,0.0024459509,0.00497838,0.0184285,0.0023092907,0.014818932,0.020179382],"category_scores_gemma":[0.031168558,0.00038708438,0.00080636435,0.002145252,0.015210734,0.023587769,0.004483419,0.017335443,0.004502939],"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":[0.000015229568,0.000026454463,0.00008910153,0.00029959626,0.0000070065194,0.000080458456,0.0011565391,0.000013251922,0.000018384246,0.14135943,0.8355019,0.021432586],"study_design_scores_gemma":[0.000010738349,0.000017260758,0.00023244803,0.00095658406,0.0000070420388,0.00017686919,0.0026092336,0.00004257006,0.000028589184,0.05423197,0.9416756,0.0000110643],"about_ca_topic_score_codex":0.0029247566,"about_ca_topic_score_gemma":0.004180457,"teacher_disagreement_score":0.020179382,"about_ca_system_score_codex":0.004631582,"about_ca_system_score_gemma":0.0071804607,"threshold_uncertainty_score":0.06750679},"labels":[],"label_agreement":null},{"id":"W2344662509","doi":"","title":"Health Professionals' Personal Use of Facebook: Impacts on Client Impressions of Credibility in Canada","year":2014,"lang":"en","type":"article","venue":"2014 National Conference on Health Communication, Marketing, and Media (August 19-21)","topic":"Public Relations and Crisis Communication","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":"Credibility; Internet privacy; Advertising; Health professionals; Psychology; Business; Public relations; Health care; Political science; Computer science","score_opus":0.07857066983660442,"score_gpt":0.37346426433574276,"score_spread":0.2948935944991383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344662509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872362,0.00018524379,0.00004257938,0.0024734614,0.00002071784,0.00003164895,0.00013250069,0.00001057393,0.009867108],"genre_scores_gemma":[0.9971089,0.0001982579,0.000063469364,0.00020490856,0.0000068402983,0.000012089381,0.000034595738,0.000008833485,0.0023620499],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99357754,0.001675917,0.00027124517,0.00034469058,0.0029046724,0.0012259067],"domain_scores_gemma":[0.9483554,0.018864486,0.005390677,0.00090017007,0.015155736,0.011333511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049825297,0.00021213805,0.0005001797,0.0019010324,0.009463955,0.0065707485,0.0012817236,0.0012120982,0.007525357],"category_scores_gemma":[0.037410352,0.00051216537,0.0003645279,0.002309262,0.0030700397,0.0012321327,0.002693152,0.0025962612,0.0004908974],"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":[0.0008136078,0.00085079926,0.5783025,0.00017349163,0.00006787282,0.0009313735,0.35481966,0.00023094249,0.0011046457,0.0015017422,0.008732451,0.05247099],"study_design_scores_gemma":[0.000068228896,0.00017654277,0.56442565,0.00027715194,0.0000777618,0.00020934246,0.42193416,0.001073081,0.0006253374,0.0002936875,0.010723369,0.00011561661],"about_ca_topic_score_codex":0.96330255,"about_ca_topic_score_gemma":0.9803964,"teacher_disagreement_score":0.053939562,"about_ca_system_score_codex":0.053939562,"about_ca_system_score_gemma":0.06659536,"threshold_uncertainty_score":0.39136076},"labels":[],"label_agreement":null},{"id":"W2361282407","doi":"","title":"Research on Corporate Social Responsibility Evaluation of Media-Network Company","year":2014,"lang":"en","type":"article","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Social responsibility; Corporate social responsibility; Analytic hierarchy process; Public relations; GRASP; Business; Process (computing); Social media; The Internet; Social network (sociolinguistics); Computer science; Political science; Engineering; Law; Operations research","score_opus":0.4357087521699231,"score_gpt":0.5090320617323371,"score_spread":0.07332330956241395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2361282407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86241835,0.002050435,0.025464691,0.0030286317,0.00014691621,0.00041617622,0.000076171884,0.00004045547,0.106358185],"genre_scores_gemma":[0.99611306,0.00046874135,0.0021806879,0.000048425423,0.000016920074,0.000051936746,0.000023047538,0.0000023363234,0.0010949705],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9905979,0.004406956,0.0005081948,0.00048030372,0.003514693,0.0004919626],"domain_scores_gemma":[0.9891844,0.0036318807,0.0011511439,0.00025991513,0.0050292965,0.0007433457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008378028,0.00040726512,0.0002774582,0.0033474981,0.0016858404,0.0032775062,0.00043109735,0.00045945958,0.0018533417],"category_scores_gemma":[0.013988451,0.00009713208,0.0004063972,0.0020774088,0.0014333752,0.0037075188,0.0016888116,0.00057340343,0.00011607707],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043146525,0.0011176501,0.2573186,0.0019380779,0.00032568866,0.00076396344,0.044775914,0.009832479,0.005310987,0.12039205,0.0069414736,0.5508517],"study_design_scores_gemma":[0.00013601837,0.0017361256,0.5257602,0.0021729632,0.0007751427,0.0008444256,0.19166026,0.097844034,0.021848127,0.08727831,0.06958972,0.00035458006],"about_ca_topic_score_codex":0.0056019397,"about_ca_topic_score_gemma":0.0052222307,"teacher_disagreement_score":0.008378028,"about_ca_system_score_codex":0.0047681434,"about_ca_system_score_gemma":0.004131313,"threshold_uncertainty_score":0.04430777},"labels":[],"label_agreement":null},{"id":"W238612893","doi":"10.15173/mjc.v6i0.245","title":"Heeding the Warning Signs: Investigating Crisis Communications at Trent University in the Aftermath of Virginia Tech","year":2010,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Virginia tech; Warning signs; Crisis communication; Crisis response; Warning system; Political science; Engineering; Telecommunications; Library science; Public relations; Computer science; Transport engineering","score_opus":0.038692129674087396,"score_gpt":0.31244882378528227,"score_spread":0.27375669411119485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W238612893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925996,0.00011689758,0.00021031835,0.0010806913,0.00001939208,0.000059245835,0.000028291239,0.000007347268,0.0058781616],"genre_scores_gemma":[0.9971789,0.00025270894,0.00027996188,0.00025052697,0.000010843588,0.000035676967,0.000022493028,0.000005073774,0.0019638778],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9957985,0.0021790534,0.00007614857,0.00017863141,0.0006511442,0.0011165804],"domain_scores_gemma":[0.9917065,0.0038198004,0.0013909955,0.00028432117,0.0016126223,0.001185802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032912707,0.00035959744,0.0003406535,0.0019387142,0.020042108,0.0056683198,0.001939026,0.0027019032,0.0015266677],"category_scores_gemma":[0.009621849,0.00044764983,0.00029960292,0.0024902509,0.0065378034,0.002125494,0.003794452,0.0032914006,0.0002096147],"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":[0.00017145171,0.00030323362,0.049989533,0.00012800108,0.00003017084,0.010745077,0.91564846,0.0008817838,0.0012525703,0.0033096222,0.0034652948,0.014074856],"study_design_scores_gemma":[0.0000054270536,0.000102229154,0.021500118,0.000056865625,0.000010574372,0.00034479104,0.9710132,0.000268216,0.0003179872,0.0001617936,0.0062002875,0.000018608242],"about_ca_topic_score_codex":0.46947813,"about_ca_topic_score_gemma":0.7412455,"teacher_disagreement_score":0.53052187,"about_ca_system_score_codex":0.026686473,"about_ca_system_score_gemma":0.016377041,"threshold_uncertainty_score":0.93349093},"labels":[],"label_agreement":null},{"id":"W2395507900","doi":"","title":"[The wheels of communication].","year":2008,"lang":"fr","type":"article","venue":"PubMed","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science","score_opus":0.06259751679510457,"score_gpt":0.2749094347026274,"score_spread":0.21231191790752285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2395507900","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00043751553,0.40162957,0.008909576,0.18778093,0.037016142,0.00018727027,0.008342058,0.002075497,0.35362145],"genre_scores_gemma":[0.022401363,0.5192922,0.012751203,0.047801398,0.047885284,0.001095666,0.006787388,0.0009811469,0.3410044],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983639,0.00070085644,0.00027826108,0.00013964559,0.00040433733,0.00011309426],"domain_scores_gemma":[0.9927573,0.0039021105,0.00051190896,0.0004788728,0.0019592296,0.00039046994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028407206,0.0013526614,0.001225801,0.0101674115,0.001988989,0.009279154,0.0025427334,0.005189839,0.11046319],"category_scores_gemma":[0.0145443035,0.0006301041,0.0007690994,0.010494081,0.003912374,0.014439856,0.0025777281,0.0040156604,0.05256184],"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":[0.00001871122,0.0000052873143,0.000087424545,0.0010525946,0.000012578447,0.00006462963,0.00037975417,0.000040690866,0.000035165478,0.07612637,0.8697649,0.052411817],"study_design_scores_gemma":[0.000010823785,0.000008748848,0.0004101301,0.0012770611,0.00000896626,0.00013450733,0.00033646126,0.00005864422,0.000027646909,0.030834775,0.96688175,0.000010540512],"about_ca_topic_score_codex":0.012546556,"about_ca_topic_score_gemma":0.017432705,"teacher_disagreement_score":0.11046319,"about_ca_system_score_codex":0.0022448977,"about_ca_system_score_gemma":0.004783955,"threshold_uncertainty_score":0.36953616},"labels":[],"label_agreement":null},{"id":"W2399076473","doi":"10.1111/cars.12106","title":"Legitimizing Security in the Ivory Tower: Canadian University Corporate Security Services’ Public Quest for Legitimacy","year":2016,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"Social Sciences and Humanities Research Council","keywords":"Legitimation; Legitimacy; Ivory tower; Public relations; Political science; Public administration; Accountability; Politics; Sociology; Public service; Law","score_opus":0.06728402904058385,"score_gpt":0.2879655185351169,"score_spread":0.2206814894945331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2399076473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8588281,0.0010314479,0.0011158542,0.04861762,0.00020892032,0.00008831205,0.00011012004,0.00003532834,0.0899642],"genre_scores_gemma":[0.9912174,0.00034243285,0.00032088466,0.0015451617,0.00001761375,0.000011566855,0.0000282485,0.000012314945,0.0065043345],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98997164,0.002295784,0.00020142559,0.00064502546,0.002594485,0.004291577],"domain_scores_gemma":[0.9875596,0.0026129268,0.001199895,0.00042206948,0.003300574,0.004904993],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006301533,0.00034319935,0.00035469458,0.0019959451,0.04749341,0.012323976,0.0017891694,0.0026689211,0.005041947],"category_scores_gemma":[0.016858825,0.00048512785,0.00033294025,0.0032864658,0.02117697,0.0041200886,0.00858484,0.0042562825,0.00034787503],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00009485117,0.00007922921,0.053063367,0.00013341011,0.000020693104,0.0012775769,0.7576331,0.00038653062,0.0011551911,0.11088011,0.025090106,0.050185822],"study_design_scores_gemma":[0.000017457709,0.000041037692,0.03993543,0.00023695602,0.000017550406,0.00015138481,0.8034041,0.00062375085,0.0003324074,0.003989958,0.15115802,0.000091960974],"about_ca_topic_score_codex":0.9839304,"about_ca_topic_score_gemma":0.992683,"teacher_disagreement_score":0.9525066,"about_ca_system_score_codex":0.17027542,"about_ca_system_score_gemma":0.25514695,"threshold_uncertainty_score":0.9623629},"labels":[],"label_agreement":null},{"id":"W2485082114","doi":"10.1057/9781137475954_7","title":"Boundary Workers: University Public Affairs Workers","year":2016,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Reputation; Public relations; Social media; Political science; Public university; Advertising; Business; Sociology; Public administration","score_opus":0.03066446601021065,"score_gpt":0.25633708402301336,"score_spread":0.22567261801280272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2485082114","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03138557,0.010074243,0.0016969146,0.03112581,0.0025745335,0.00008288091,0.000056431807,0.00018133126,0.9228223],"genre_scores_gemma":[0.25069168,0.0046449644,0.0007476334,0.007980386,0.00095076766,0.00013098963,0.0000852513,0.00021899471,0.7345493],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99735045,0.0010228344,0.00006613637,0.00024150095,0.00049060595,0.0008285643],"domain_scores_gemma":[0.99756074,0.0005830257,0.00020819955,0.0001622422,0.00020368911,0.0012820914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024998507,0.00045601127,0.00032474872,0.0012346185,0.0146591365,0.014469208,0.001475728,0.0052118422,0.06290601],"category_scores_gemma":[0.0041097263,0.00047480315,0.0003710551,0.0017592325,0.010227491,0.009772721,0.010289268,0.0058245803,0.013798595],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004593878,0.00018558592,0.0016115091,0.00020104214,0.000003495123,0.0011479375,0.1932428,0.000063629865,0.00034181238,0.43073514,0.27341965,0.09900142],"study_design_scores_gemma":[0.00000862556,0.000017009059,0.0007571551,0.00032657423,0.0000017262031,0.00024888353,0.07035445,0.000048967988,0.00012311971,0.015821101,0.9122803,0.00001217707],"about_ca_topic_score_codex":0.009177107,"about_ca_topic_score_gemma":0.016109675,"teacher_disagreement_score":0.06290601,"about_ca_system_score_codex":0.007963697,"about_ca_system_score_gemma":0.010397206,"threshold_uncertainty_score":0.21044159},"labels":[],"label_agreement":null},{"id":"W2485114130","doi":"10.1057/9780230554580","title":"Raising the Corporate Umbrella","year":2001,"lang":"en","type":"book","venue":"Palgrave Macmillan UK eBooks","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":109,"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":"Queen's University; Erasmus Universiteit Rotterdam","keywords":"Raising (metalworking); Business; Engineering; Mechanical engineering","score_opus":0.08764954729840695,"score_gpt":0.31479384431608964,"score_spread":0.22714429701768268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2485114130","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017255514,0.004054787,0.0011810805,0.017340656,0.0014106279,0.0000132571195,0.000012225569,0.000046263864,0.97421557],"genre_scores_gemma":[0.21684663,0.006489565,0.002298564,0.01841927,0.0035702242,0.00015107695,0.000059290633,0.00016629945,0.75199914],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99714476,0.0012867273,0.00007632958,0.000349907,0.0006880645,0.00045432293],"domain_scores_gemma":[0.9977139,0.00063251687,0.00015467813,0.0004259846,0.00052424136,0.00054855243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029974966,0.0006643349,0.00036799838,0.0013933968,0.009325445,0.018892663,0.00081148616,0.0053355903,0.019832548],"category_scores_gemma":[0.0060403463,0.0003332143,0.00030278225,0.0010282506,0.01693736,0.012858977,0.00895835,0.0061321575,0.009580406],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006969767,0.000010831192,0.0001126564,0.000021197953,0.0000011399381,0.000045975466,0.005084584,0.00003189661,0.00012616653,0.90240896,0.07037647,0.021773128],"study_design_scores_gemma":[0.0000027600822,0.00000998948,0.00026668314,0.00016439574,0.0000019938645,0.000069221205,0.0018287789,0.00006365042,0.000088619156,0.09213977,0.9053576,0.0000065150616],"about_ca_topic_score_codex":0.004054211,"about_ca_topic_score_gemma":0.0056092544,"teacher_disagreement_score":0.019832548,"about_ca_system_score_codex":0.0046720156,"about_ca_system_score_gemma":0.003372182,"threshold_uncertainty_score":0.06634647},"labels":[],"label_agreement":null},{"id":"W2486345167","doi":"10.4018/978-1-4666-9970-0.ch030","title":"The Ethics of Strategic Managerial Communication in the Global Context","year":2016,"lang":"en","type":"book-chapter","venue":"Advances in linguistics and communication studies","topic":"Public Relations and Crisis Communication","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":"Brock University","funders":"","keywords":"Strategic communication; Context (archaeology); Business; Business communication; Communications management; Public relations; Communication studies; Confidentiality; Strategic management; Business ethics; Strategic thinking; Knowledge management; Strategic planning; Political science; Marketing; Computer science","score_opus":0.12310315393195607,"score_gpt":0.43059623962703863,"score_spread":0.30749308569508255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2486345167","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011190427,0.022780577,0.011398738,0.04215328,0.0017035598,0.000038672668,0.000021152431,0.00004841313,0.9106651],"genre_scores_gemma":[0.79275227,0.02810238,0.008965023,0.01308383,0.003228648,0.00018654771,0.00006686563,0.0001357764,0.15347873],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955576,0.0030799871,0.000092020455,0.00017635849,0.0007902566,0.00030384178],"domain_scores_gemma":[0.99808985,0.0012502922,0.00013782652,0.00015212694,0.00019875787,0.0001711731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024247307,0.00050922326,0.00024051787,0.00057615136,0.0031013226,0.007855194,0.00042072657,0.0026140572,0.0027903377],"category_scores_gemma":[0.0031666772,0.0002214962,0.00016915539,0.0009383148,0.01566773,0.004378095,0.002293911,0.0041222316,0.0010963044],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007939269,0.000007077237,0.00012844236,0.000068801804,0.0000020854477,0.00012587654,0.015813893,0.00018929294,0.0001542167,0.94599706,0.015420591,0.022084739],"study_design_scores_gemma":[0.000005768499,0.000021104217,0.0006847333,0.00055186317,0.000004165408,0.00036580645,0.009079933,0.0004634885,0.00025829393,0.49376702,0.49478215,0.00001556531],"about_ca_topic_score_codex":0.0011992502,"about_ca_topic_score_gemma":0.0013421087,"teacher_disagreement_score":0.007855194,"about_ca_system_score_codex":0.002576522,"about_ca_system_score_gemma":0.0042433836,"threshold_uncertainty_score":0.018693984},"labels":[],"label_agreement":null},{"id":"W2502798696","doi":"10.1515/jhsem-2015-0068","title":"Barriers to Use of Social Media by Emergency Managers","year":2016,"lang":"en","type":"article","venue":"Journal of Homeland Security and Emergency Management","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Vedecká Grantová Agentúra MŠVVaŠ SR a SAV","keywords":"Business; Agency (philosophy); Social media; Public relations; Dissemination; Emergency management; Exploratory research; Quarter (Canadian coin); Political science; Sociology","score_opus":0.020929710446217973,"score_gpt":0.2882848635782779,"score_spread":0.2673551531320599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2502798696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840768,0.0009341317,0.0009556476,0.004521126,0.000054748038,0.000121103054,0.00019052986,0.000046991943,0.009099051],"genre_scores_gemma":[0.99700683,0.0005432443,0.0008276775,0.00054548966,0.000019627583,0.000088755725,0.00003973602,0.000009653753,0.0009190358],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9900699,0.0071570505,0.00076164905,0.00030016535,0.0010006839,0.0007104487],"domain_scores_gemma":[0.9302756,0.051556855,0.008950861,0.0015509678,0.0047418717,0.0029237599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0074492153,0.00024853298,0.00022426769,0.00088243064,0.0014259096,0.0029202823,0.00064599543,0.0006399546,0.008024541],"category_scores_gemma":[0.049843833,0.00036464742,0.0002495043,0.00064251403,0.00066871545,0.0015199214,0.0014739556,0.0007290328,0.000657764],"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":[0.00036257345,0.00063088763,0.5604074,0.0019078613,0.00016099155,0.0015096024,0.2598762,0.00041258466,0.0025649818,0.0018963442,0.015398479,0.15487215],"study_design_scores_gemma":[0.00006104806,0.0007746851,0.26215443,0.0025513743,0.0001179973,0.0012898048,0.678199,0.0015909444,0.0009867335,0.0009179676,0.05126872,0.00008732996],"about_ca_topic_score_codex":0.006554117,"about_ca_topic_score_gemma":0.0068265507,"teacher_disagreement_score":0.008024541,"about_ca_system_score_codex":0.0010936673,"about_ca_system_score_gemma":0.0022634766,"threshold_uncertainty_score":0.03939563},"labels":[],"label_agreement":null},{"id":"W2503185888","doi":"10.1177/1742766515606298","title":"Communication and peace: Understanding the nature of texts as a way to resolve conceptual differences in the emerging field","year":2015,"lang":"en","type":"article","venue":"Global Media and Communication","topic":"Public Relations and Crisis Communication","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":"Western University","funders":"","keywords":"Field (mathematics); Narrative; Sociology; Epistemology; Peacebuilding; Social science; Linguistics","score_opus":0.06267963924394691,"score_gpt":0.34599052986516743,"score_spread":0.2833108906212205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2503185888","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12202045,0.04229768,0.15963767,0.08615847,0.0044899136,0.00044754596,0.0004003893,0.0003710446,0.5841768],"genre_scores_gemma":[0.93802714,0.009900365,0.03193682,0.0030643006,0.0013162014,0.0004962456,0.0001857832,0.0003290516,0.014744061],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9879738,0.009894215,0.00030050238,0.00059024343,0.00081929524,0.00042198284],"domain_scores_gemma":[0.97325075,0.023194732,0.0011408337,0.0012324201,0.00078592147,0.000395372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010021254,0.0011683366,0.0008191445,0.009728494,0.009743132,0.02696315,0.002432861,0.004142129,0.005382306],"category_scores_gemma":[0.019328343,0.00045836598,0.0005484324,0.008146222,0.0721586,0.0365889,0.011061942,0.006687382,0.00052157737],"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":[0.000021063035,0.000010399888,0.00039521835,0.00024899936,0.0000092997825,0.00025263292,0.32152376,0.00017386605,0.0003225632,0.6601201,0.0019498192,0.014972327],"study_design_scores_gemma":[0.000013734492,0.000037549464,0.001058686,0.0013505269,0.00001526741,0.0004224722,0.34457856,0.0006343117,0.00056025933,0.51016897,0.14112331,0.000036334262],"about_ca_topic_score_codex":0.0022200297,"about_ca_topic_score_gemma":0.002672875,"teacher_disagreement_score":0.02696315,"about_ca_system_score_codex":0.0051989653,"about_ca_system_score_gemma":0.003728366,"threshold_uncertainty_score":0.052998066},"labels":[],"label_agreement":null},{"id":"W2509787377","doi":"10.1386/joacm_00007_1","title":"Alternative media for global crisis","year":2016,"lang":"en","type":"article","venue":"Journal of Alternative & Community Media","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Alternative media; Political science; Psychology; Sociology; Media studies","score_opus":0.08832407013054167,"score_gpt":0.3927292261934085,"score_spread":0.30440515606286683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2509787377","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049265847,0.038020078,0.0026321483,0.22627081,0.009639547,0.000096562544,0.00052877987,0.00015301198,0.6733932],"genre_scores_gemma":[0.8573744,0.02596729,0.0015642868,0.0173162,0.010713908,0.00016712838,0.00024653823,0.0001234765,0.08652673],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998979,0.000632251,0.000031981268,0.000046682086,0.0001813041,0.00012881387],"domain_scores_gemma":[0.99572325,0.002631158,0.000400001,0.0003271311,0.0004835224,0.0004348476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019822414,0.00063419377,0.00022775431,0.0026786204,0.0026292733,0.009985112,0.0005577684,0.0030750933,0.057831794],"category_scores_gemma":[0.0056060366,0.00013510222,0.00030060316,0.0021075846,0.0037056208,0.009174741,0.004749656,0.0036744045,0.0024539218],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028956894,0.00020891827,0.0020748747,0.0012039436,0.00003151853,0.0009087675,0.014994737,0.0005073355,0.0008966579,0.5580748,0.22250845,0.19830042],"study_design_scores_gemma":[0.000040018975,0.000116157324,0.002922963,0.0019154119,0.000026637848,0.000514749,0.030438323,0.0006502114,0.0005191811,0.10184339,0.86098087,0.0000320856],"about_ca_topic_score_codex":0.001005256,"about_ca_topic_score_gemma":0.0019869995,"teacher_disagreement_score":0.057831794,"about_ca_system_score_codex":0.0014894621,"about_ca_system_score_gemma":0.0013613098,"threshold_uncertainty_score":0.1934666},"labels":[],"label_agreement":null},{"id":"W2517359678","doi":"10.1007/978-3-319-45234-0_49","title":"Social Media Use During Emergency Response – Insights from Emergency Professionals","year":2016,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Public Relations and Crisis Communication","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 Calgary","funders":"","keywords":"Social media; Categorization; Emergency response; Computer science; Interview; Information overload; Prioritization; Reliability (semiconductor); Emergency management; Knowledge management; Data science; World Wide Web; Process management; Business; Medical emergency; Political science; Medicine; Artificial intelligence","score_opus":0.041551974012077636,"score_gpt":0.3271754565674641,"score_spread":0.2856234825553865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2517359678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9328688,0.006752434,0.0013693966,0.0105499495,0.00011191412,0.000043313088,0.00019671496,0.000024814119,0.04808277],"genre_scores_gemma":[0.97931653,0.007076971,0.0012361238,0.0015427585,0.00008690497,0.000042651984,0.00014404727,0.000027507638,0.010526555],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983918,0.0009169042,0.00004696741,0.00011359032,0.0003391653,0.00019148462],"domain_scores_gemma":[0.99332726,0.0055592684,0.0003725696,0.000074137526,0.00040256113,0.00026417527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025954798,0.0002802441,0.00022879532,0.0017725191,0.0030544405,0.004284905,0.0005442278,0.0014351645,0.0024387827],"category_scores_gemma":[0.0069204723,0.00031050242,0.00013324074,0.001952639,0.002019405,0.004390258,0.0016748945,0.0011285073,0.00050612766],"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":[0.000032432254,0.00004702324,0.01438545,0.00025487182,0.000007187437,0.0012419997,0.9332642,0.000050284012,0.00082900416,0.0020751357,0.006356874,0.041455463],"study_design_scores_gemma":[0.0000042262877,0.000050685838,0.021647733,0.0003947381,0.0000075141734,0.0009549648,0.9200877,0.0001495854,0.00031612886,0.0007513852,0.05561387,0.000021464926],"about_ca_topic_score_codex":0.01700132,"about_ca_topic_score_gemma":0.048851892,"teacher_disagreement_score":0.01700132,"about_ca_system_score_codex":0.0020267777,"about_ca_system_score_gemma":0.0019112944,"threshold_uncertainty_score":0.033804715},"labels":[],"label_agreement":null},{"id":"W2528198869","doi":"","title":"Crisis Crowdsourcing in Government: Characterising efforts by North American Agencies to Inform Emergency Management Operations","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Crowdsourcing; Government (linguistics); Crisis management; Emergency management; Political science; Public administration; Business; Public relations; Law","score_opus":0.009288228864686075,"score_gpt":0.24054584253391714,"score_spread":0.23125761366923106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528198869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9812982,0.00029916497,0.0005891119,0.00180803,0.000033496497,0.0002583626,0.00042564404,0.00004331009,0.0152446665],"genre_scores_gemma":[0.9938672,0.0004745152,0.0009825284,0.00039899087,0.0000130170565,0.00017771138,0.00035994808,0.00001775761,0.003708264],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99652064,0.0012118681,0.0001684409,0.0003550676,0.0010928906,0.0006511343],"domain_scores_gemma":[0.9855547,0.0042733997,0.0020082174,0.0007491253,0.0054833293,0.0019311372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031280096,0.0003336342,0.00027826964,0.0028885345,0.0069393744,0.003726866,0.0011108806,0.0010214263,0.002256403],"category_scores_gemma":[0.012910077,0.00029608214,0.00020833153,0.004085923,0.0027545386,0.0018674096,0.0034782472,0.0012131273,0.0005074777],"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":[0.0004209996,0.0004221136,0.40302068,0.0006102279,0.00006355367,0.0009046398,0.47521815,0.0014689552,0.0027794586,0.0034578752,0.02533835,0.08629503],"study_design_scores_gemma":[0.000009723629,0.000070367096,0.25636134,0.00014820579,0.000016409069,0.00008076519,0.7019466,0.0009907698,0.00029882326,0.00030607585,0.03971606,0.00005485984],"about_ca_topic_score_codex":0.6767044,"about_ca_topic_score_gemma":0.8099338,"teacher_disagreement_score":0.6767044,"about_ca_system_score_codex":0.014974273,"about_ca_system_score_gemma":0.026001655,"threshold_uncertainty_score":0.6503991},"labels":[],"label_agreement":null},{"id":"W2541765394","doi":"10.31542/j.muse.204","title":"River City Tile Company: External Communication Plan","year":2015,"lang":"en","type":"article","venue":"MacEwan University Student eJournal","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Demographics; Plan (archaeology); Marketing; Marketing communication; Business; Tile; Business plan; Marketing plan; Public relations; Geography; Political science; Sociology","score_opus":0.07135801763028787,"score_gpt":0.3272179204635166,"score_spread":0.25585990283322874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2541765394","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048945166,0.00025980602,0.0060157552,0.030482266,0.00049542903,0.003923431,0.002465519,0.0012162188,0.90619636],"genre_scores_gemma":[0.08670444,0.00024560775,0.0075540473,0.008376895,0.0001909995,0.002446776,0.0024165343,0.00017419684,0.89189047],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987288,0.00021759594,0.00004490286,0.0001142586,0.00051933696,0.00037512163],"domain_scores_gemma":[0.9973124,0.00020493749,0.00013412561,0.00010268137,0.0012465083,0.0009993855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018681376,0.00029450416,0.000097703196,0.0008364123,0.0025835275,0.0035945673,0.0009878427,0.0022576626,0.088446595],"category_scores_gemma":[0.0022484495,0.00022955048,0.00012932526,0.0005868588,0.00063005125,0.0014215587,0.0019412846,0.0014734855,0.024523873],"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":[0.00020043568,0.00057947566,0.007972667,0.00029038347,0.000004143332,0.0012925374,0.002919074,0.000764572,0.0035718153,0.03280343,0.83675086,0.112850636],"study_design_scores_gemma":[0.000069393194,0.00025136757,0.013800762,0.000105074796,0.0000053888175,0.00026387678,0.0049620997,0.0006034225,0.0009514465,0.0009577937,0.9779975,0.0000318803],"about_ca_topic_score_codex":0.022689577,"about_ca_topic_score_gemma":0.049773764,"teacher_disagreement_score":0.9773104,"about_ca_system_score_codex":0.0024807008,"about_ca_system_score_gemma":0.010822883,"threshold_uncertainty_score":0.2958833},"labels":[],"label_agreement":null},{"id":"W2551165044","doi":"10.1177/1077699016670908l","title":"Book Review: <i>Western European Perspectives on the Development of Public Relations: Other Voices</i> by Tom Watson, ed","year":2016,"lang":"en","type":"article","venue":"Journalism & Mass Communication Quarterly","topic":"Public Relations and Crisis Communication","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":"Watson; Media studies; Political science; Sociology; History; Computer science; Artificial intelligence","score_opus":0.027166154155953873,"score_gpt":0.3039628283821764,"score_spread":0.27679667422622256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551165044","genre_codex":"review","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000087787295,0.7342127,0.00017605354,0.11998913,0.119349316,0.000017563589,0.00015605662,0.00004031691,0.025970977],"genre_scores_gemma":[0.0020787453,0.6108468,0.00030079088,0.10322112,0.116907336,0.000075690856,0.00026932216,0.000096292875,0.16620387],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989976,0.00019660652,0.000061652776,0.00011879102,0.0005244128,0.00010082163],"domain_scores_gemma":[0.99606615,0.0017735775,0.00025254636,0.00007457756,0.0014454488,0.00038766806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016610309,0.0012121276,0.0014273319,0.0030524617,0.0012847448,0.005127955,0.0015317475,0.004640112,0.02679154],"category_scores_gemma":[0.0054141437,0.0004388974,0.00061867625,0.006028234,0.0016996777,0.004247898,0.001528804,0.005139884,0.014125695],"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":[0.0000035297812,0.0000020815066,0.000011494794,0.000161266,0.0000021502162,0.00000871356,0.000017753737,0.000009353386,0.000011537373,0.0006069353,0.9891011,0.010064065],"study_design_scores_gemma":[0.0000040984046,0.000004143845,0.00009953161,0.00061836076,0.000004447775,0.000047473346,0.000049731952,0.000009308158,0.000013437332,0.00052882347,0.99861646,0.000004151531],"about_ca_topic_score_codex":0.010125087,"about_ca_topic_score_gemma":0.029228045,"teacher_disagreement_score":0.02679154,"about_ca_system_score_codex":0.0031289153,"about_ca_system_score_gemma":0.004720266,"threshold_uncertainty_score":0.08962661},"labels":[],"label_agreement":null},{"id":"W2556162793","doi":"10.5539/ibr.v10n1p8","title":"Celebrity Endorsement for Nonprofit Organizations: The Role of Experience-based Fit between Celebrity and Cause","year":2016,"lang":"en","type":"article","venue":"International Business Research","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Credibility; Attribution; Nonprofit organization; Perception; Psychology; Advertising; Social psychology; Public relations; Business; Political science","score_opus":0.10593808662396467,"score_gpt":0.42896934045960045,"score_spread":0.3230312538356358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2556162793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855419,0.00012379194,0.0008889,0.00038650297,0.000016896349,0.00001932089,0.000009360631,0.000008654544,0.013004586],"genre_scores_gemma":[0.9993955,0.000041829633,0.00024932387,0.00002128225,0.000007644305,0.000004307593,0.0000070581114,0.0000030627402,0.00026994434],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99680245,0.0018549452,0.000119409975,0.00023748052,0.00070000323,0.00028565904],"domain_scores_gemma":[0.9727367,0.013500049,0.0073303217,0.0019132466,0.001629292,0.0028903435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042866915,0.00022142631,0.0002201653,0.0009001627,0.0016402074,0.004089516,0.00049313233,0.000697121,0.004436559],"category_scores_gemma":[0.025034603,0.00021584485,0.00026762183,0.0005059152,0.0026085826,0.0017237122,0.0030596473,0.0011626895,0.00017227842],"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":[0.00052461115,0.00082175405,0.7835354,0.00024139394,0.00019057193,0.0007015441,0.121741995,0.00031618358,0.0055228993,0.01709822,0.0005402502,0.06876505],"study_design_scores_gemma":[0.000023369163,0.00033502627,0.90001404,0.00013581343,0.00007198909,0.00046196693,0.087580115,0.0009972354,0.0009472742,0.0043504816,0.005021797,0.00006088741],"about_ca_topic_score_codex":0.0030015449,"about_ca_topic_score_gemma":0.0044963453,"teacher_disagreement_score":0.004436559,"about_ca_system_score_codex":0.0010228412,"about_ca_system_score_gemma":0.0012385402,"threshold_uncertainty_score":0.022670448},"labels":[],"label_agreement":null},{"id":"W2559821212","doi":"10.1057/978-1-349-95044-7_6","title":"Government Public Relations in Canada and the United States","year":2016,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Public Relations and Crisis Communication","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":"Bureaucracy; Politics; Government (linguistics); Civil servants; Public administration; Political science; Pleasure; Law","score_opus":0.0195265096436871,"score_gpt":0.23485168141440052,"score_spread":0.21532517177071342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559821212","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017614393,0.048024353,0.00024140422,0.030011414,0.0011222856,0.000027875578,0.0001945002,0.00006674796,0.902697],"genre_scores_gemma":[0.5001739,0.042411197,0.00056769163,0.0075439773,0.00028103526,0.000062587045,0.00030207465,0.00009352903,0.44856405],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965745,0.000280793,0.00004095772,0.00017451102,0.0013308863,0.0015982733],"domain_scores_gemma":[0.998733,0.00017565321,0.000052849213,0.000041358024,0.00061300927,0.00038410432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011088194,0.00044229208,0.0004162046,0.0026607697,0.022124466,0.013394507,0.0010862439,0.0027641251,0.008852755],"category_scores_gemma":[0.002747686,0.0003728987,0.00032676864,0.00744059,0.011129053,0.0025910877,0.0028294027,0.003095643,0.0009555902],"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":[0.000019934114,0.000025509107,0.00078690686,0.00008294728,0.000005845308,0.00020664003,0.02357772,0.00030602887,0.000087916625,0.7996714,0.12570903,0.04952007],"study_design_scores_gemma":[0.0000050836948,0.0000063797092,0.00429379,0.00029410416,0.000006696668,0.000056652523,0.019264625,0.00015535031,0.00006338033,0.015637627,0.9601932,0.000023075683],"about_ca_topic_score_codex":0.99411005,"about_ca_topic_score_gemma":0.99694,"teacher_disagreement_score":0.25752658,"about_ca_system_score_codex":0.25752658,"about_ca_system_score_gemma":0.3190178,"threshold_uncertainty_score":0.8611639},"labels":[],"label_agreement":null},{"id":"W2560200630","doi":"10.1057/978-1-349-95044-7_9","title":"The Historiography of North American Public Relations","year":2016,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Public Relations and Crisis Communication","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":"Historiography; Interpretation (philosophy); Field (mathematics); Government (linguistics); Political science; History; Social science; Sociology; Law; Philosophy","score_opus":0.024117063231647713,"score_gpt":0.2607971842270774,"score_spread":0.2366801209954297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560200630","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00975763,0.11855236,0.0008007011,0.062832735,0.002228246,0.000011144158,0.00006071401,0.00007141289,0.8056851],"genre_scores_gemma":[0.45554346,0.15083972,0.00081903866,0.012760955,0.0016288335,0.000092926406,0.00011756705,0.00013955854,0.37805796],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99878865,0.0004654715,0.000024470995,0.000101269594,0.00039715858,0.0002229235],"domain_scores_gemma":[0.99933064,0.0003120221,0.000051929645,0.00003709917,0.00018902405,0.0000793053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011361679,0.00031708588,0.0002710618,0.0020875947,0.011331625,0.006709852,0.00053858693,0.0013268301,0.008698851],"category_scores_gemma":[0.0015157041,0.00026611862,0.0001246731,0.004820238,0.010834152,0.0045882673,0.001825459,0.0036366796,0.0011850073],"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":[0.000016799071,0.000025638203,0.000385435,0.00021519694,0.000002944944,0.00016242833,0.06872122,0.00013831309,0.00016741887,0.7440428,0.12151192,0.064609915],"study_design_scores_gemma":[8.228649e-7,0.0000022412669,0.00072066515,0.0003738644,0.0000014427824,0.000041433617,0.010310611,0.000039163595,0.000043316384,0.013607267,0.9748541,0.0000050936983],"about_ca_topic_score_codex":0.21755296,"about_ca_topic_score_gemma":0.32612184,"teacher_disagreement_score":0.78244704,"about_ca_system_score_codex":0.032482345,"about_ca_system_score_gemma":0.019846981,"threshold_uncertainty_score":0.43257332},"labels":[],"label_agreement":null},{"id":"W2561463196","doi":"10.1002/pa.1639","title":"Understanding communication in disaster response: A marketing strategy formulation and implementation perspective","year":2016,"lang":"en","type":"article","venue":"Journal of Public Affairs","topic":"Public Relations and Crisis Communication","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":"Simon Fraser University","funders":"","keywords":"Plan (archaeology); Identification (biology); Perspective (graphical); Disaster response; Natural disaster; Crisis communication; Business; Process management; Emergency management; Risk analysis (engineering); Computer science; Computer security; Marketing; Operations management; Public relations; Engineering; Political science; Geography","score_opus":0.11737570122450001,"score_gpt":0.3859606289998284,"score_spread":0.2685849277753284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2561463196","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27851444,0.010102045,0.09693436,0.18153939,0.00050356507,0.0009221105,0.0001458982,0.0001354531,0.43120274],"genre_scores_gemma":[0.9793896,0.002927643,0.009964277,0.0021860958,0.0001221446,0.00028291182,0.000033416178,0.00002897014,0.0050650015],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99166673,0.00641947,0.00015464821,0.00022123706,0.0006227119,0.0009151509],"domain_scores_gemma":[0.98627275,0.010131192,0.0015675756,0.00020751113,0.0011207189,0.0007001932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008836385,0.00092757447,0.00037227818,0.003475703,0.0038255427,0.013889833,0.0014994221,0.005063418,0.0052425256],"category_scores_gemma":[0.012106737,0.0004944767,0.0004909133,0.0030081344,0.013021349,0.017926618,0.00293197,0.005394199,0.0004466844],"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":[0.00005446032,0.00038626714,0.0064670434,0.00062043127,0.000033904533,0.0007159415,0.08536091,0.0037382552,0.0006723372,0.85899687,0.004255204,0.03869831],"study_design_scores_gemma":[0.000067009714,0.00039143275,0.013075043,0.0016838547,0.000059510163,0.0005556424,0.5079192,0.012637758,0.0014365056,0.36439967,0.09768243,0.00009197243],"about_ca_topic_score_codex":0.0066520562,"about_ca_topic_score_gemma":0.0037964263,"teacher_disagreement_score":0.013889833,"about_ca_system_score_codex":0.010769052,"about_ca_system_score_gemma":0.011618474,"threshold_uncertainty_score":0.07813531},"labels":[],"label_agreement":null},{"id":"W2561469380","doi":"10.15173/mjc.v11i0.1410","title":"An Examination of How World Vision Canada Communicates with Publics of Various Ideological Backgrounds and Moves Them to Donate","year":2016,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Ideology; Faith; Documentation; Active listening; Context (archaeology); Publics; Public relations; Sociology; Salient; Contingency; Identity (music); Political science; Media studies; Epistemology; Law; Aesthetics; Communication; History","score_opus":0.031762564464746616,"score_gpt":0.2853232717555483,"score_spread":0.25356070729080166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2561469380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8802671,0.0003937017,0.0011820121,0.015088322,0.00019373899,0.00009576152,0.00011172788,0.00005605855,0.10261154],"genre_scores_gemma":[0.98281854,0.00025699387,0.000443773,0.0010485485,0.000024910589,0.000034903715,0.000040557923,0.000027598791,0.015304045],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9898437,0.003957122,0.00009162819,0.00045714868,0.0017228285,0.0039275223],"domain_scores_gemma":[0.9921034,0.0031197525,0.000778645,0.0003429176,0.0014977761,0.0021575508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052386476,0.00043480887,0.00033414701,0.0029466068,0.049526494,0.0096411845,0.0022201152,0.003000415,0.0054334663],"category_scores_gemma":[0.010954605,0.00038396506,0.00029424034,0.003834042,0.019027112,0.0037922212,0.00758457,0.004485969,0.00043024632],"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":[0.000035540852,0.00006481239,0.009816098,0.000051241048,0.0000050292983,0.0021258288,0.9593727,0.000114884075,0.00046887968,0.014047186,0.0051793545,0.008718367],"study_design_scores_gemma":[0.0000021723831,0.000012162426,0.0023825278,0.0000452854,0.000002981213,0.00021812663,0.9737197,0.00007055925,0.000110963585,0.00029614568,0.023126777,0.00001259173],"about_ca_topic_score_codex":0.87261814,"about_ca_topic_score_gemma":0.95151323,"teacher_disagreement_score":0.12738186,"about_ca_system_score_codex":0.07072664,"about_ca_system_score_gemma":0.06016981,"threshold_uncertainty_score":0.5131601},"labels":[],"label_agreement":null},{"id":"W2561566937","doi":"10.15173/jpc.v5i1.2595","title":"The new lobbyist rolodex: PR","year":2016,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","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":"Spectra Energy (Canada)","funders":"","keywords":"Public relations; Government (linguistics); Social media; Public administration; Political science; Position (finance); Sociology; Business; Law","score_opus":0.02595016422412397,"score_gpt":0.378313220241229,"score_spread":0.352363056017105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2561566937","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11885793,0.010337751,0.002403424,0.16464934,0.0012817289,0.00009128795,0.00022606745,0.0003156243,0.70183676],"genre_scores_gemma":[0.6980631,0.0026205375,0.0005742977,0.009130138,0.00020276166,0.000030158588,0.00006714896,0.00009440054,0.28921753],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99615246,0.001002073,0.000050576797,0.00036691417,0.0011068665,0.0013210694],"domain_scores_gemma":[0.9951774,0.0010908775,0.00033095092,0.0002554507,0.0016251082,0.001520259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024094596,0.00025192814,0.00028542185,0.0011783494,0.014208172,0.009145026,0.0008058667,0.0017723292,0.018256025],"category_scores_gemma":[0.0058536306,0.00016906929,0.00016281262,0.0011195873,0.008029222,0.0028492091,0.0036947185,0.002948134,0.0017792443],"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":[0.00012648196,0.00006353959,0.018187117,0.00031158686,0.00002019643,0.0017474547,0.09620856,0.00031292884,0.0014044923,0.33961317,0.38560483,0.1563997],"study_design_scores_gemma":[0.000005921821,0.000017805247,0.0071150833,0.00028936914,0.000008935375,0.0003005765,0.03809445,0.00019704054,0.00057512475,0.004223837,0.9491466,0.00002528783],"about_ca_topic_score_codex":0.6022942,"about_ca_topic_score_gemma":0.7363361,"teacher_disagreement_score":0.6022942,"about_ca_system_score_codex":0.02763147,"about_ca_system_score_gemma":0.035887312,"threshold_uncertainty_score":0.8000959},"labels":[],"label_agreement":null},{"id":"W2562850726","doi":"10.15173/jpc.v5i1.3098","title":"Social license to operate: Practical understanding of the concept and processes to attain and maintain it","year":2016,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","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":"License; Public relations; Perception; Perspective (graphical); Business; Knowledge management; Sociology; Political science; Psychology; Computer science; Law","score_opus":0.11872411694404934,"score_gpt":0.4495535299043703,"score_spread":0.330829412960321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562850726","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28071222,0.0021343166,0.09858867,0.051041614,0.00042530478,0.0002699236,0.000040524796,0.00015270781,0.5666347],"genre_scores_gemma":[0.98808986,0.00048217567,0.0033089772,0.0005811514,0.00005532541,0.000065300075,0.000013760267,0.000027857513,0.007375638],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9939611,0.0034642953,0.00020969193,0.0003754186,0.0011725094,0.00081702456],"domain_scores_gemma":[0.99169755,0.004149242,0.0009250722,0.00091205316,0.0007713862,0.0015446604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006652702,0.0005571776,0.0002822864,0.0022592386,0.004983407,0.010075291,0.0015540104,0.0036255296,0.006386608],"category_scores_gemma":[0.012548364,0.00024741303,0.0005033733,0.0009204544,0.04301781,0.018184848,0.01110771,0.0044363337,0.0007235325],"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":[0.000020475789,0.00013291951,0.0037870605,0.00013451916,0.000008326918,0.00093439926,0.18076561,0.0005414183,0.00095289847,0.7809943,0.0020987445,0.029629325],"study_design_scores_gemma":[0.000019230218,0.00019387557,0.0053528342,0.0007236712,0.000011050106,0.0015833091,0.32938412,0.0028786848,0.0009246147,0.4827069,0.17614673,0.00007501921],"about_ca_topic_score_codex":0.002434771,"about_ca_topic_score_gemma":0.0018263757,"teacher_disagreement_score":0.010075291,"about_ca_system_score_codex":0.003046708,"about_ca_system_score_gemma":0.006796489,"threshold_uncertainty_score":0.03518325},"labels":[],"label_agreement":null},{"id":"W2562910100","doi":"10.15173/jpc.v5i1.3097","title":"Time for public relations to transcend communication?","year":2016,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","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":"McMaster University","funders":"","keywords":"Perspective (graphical); Professional communication; Public relations; Communication studies; Strategic communication; Political science; Sociology; Industrial relations; Communications management; Management; Law; Economics; Computer science","score_opus":0.05564700876723964,"score_gpt":0.38958082464644883,"score_spread":0.3339338158792092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562910100","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006274116,0.02521697,0.00090534595,0.8931748,0.06133641,0.0000055254673,0.000008152089,0.00004862121,0.018676637],"genre_scores_gemma":[0.14571695,0.058228903,0.001710731,0.5125693,0.2467241,0.0001140745,0.000056842713,0.00032145093,0.0345576],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98562676,0.0077889147,0.0006294669,0.0010657256,0.0028035438,0.0020856096],"domain_scores_gemma":[0.96662194,0.021797,0.0023857371,0.0014849433,0.0035245966,0.0041858433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013819973,0.0006005378,0.0009988734,0.0015476568,0.008821251,0.027710512,0.0027228442,0.018146908,0.0141146425],"category_scores_gemma":[0.051190916,0.0004340045,0.00093561393,0.0014168209,0.02133634,0.045741607,0.008358386,0.027209979,0.0031677024],"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":[0.00008274752,0.000058079295,0.00017956876,0.0004240782,0.000023045111,0.00041061654,0.01595793,0.00007726729,0.00013823612,0.47478685,0.42876098,0.0791007],"study_design_scores_gemma":[0.000021871998,0.000030775707,0.00019420244,0.00083840906,0.000009913012,0.00027660944,0.0097263,0.00006706159,0.00009081051,0.14361927,0.8450977,0.000027063024],"about_ca_topic_score_codex":0.0027553812,"about_ca_topic_score_gemma":0.0033017646,"teacher_disagreement_score":0.027710512,"about_ca_system_score_codex":0.0064469506,"about_ca_system_score_gemma":0.011372501,"threshold_uncertainty_score":0.07308793},"labels":[],"label_agreement":null},{"id":"W2563070938","doi":"10.3916/c50-2017-10","title":"The emotional impact of traditional and new media in social events","year":2016,"lang":"en","type":"article","venue":"Comunicar","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Tragedy (event); Mainstream; Context (archaeology); Social media; Interpretation (philosophy); Humanities; Media studies; Mass media; Sociology; Political science; History; Art; Social science; Computer science; Law","score_opus":0.11070465386209527,"score_gpt":0.36170499187509014,"score_spread":0.2510003380129949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563070938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9352279,0.0016841904,0.0009018411,0.0014539869,0.00027887,0.00004917927,0.00009774219,0.000023905697,0.060282387],"genre_scores_gemma":[0.9974011,0.00050585315,0.00013145906,0.00023737582,0.0001441942,0.000023657996,0.000026206675,0.000017370652,0.0015127448],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99599683,0.0026564484,0.00011897758,0.00020648731,0.00068070804,0.0003405764],"domain_scores_gemma":[0.99408495,0.0036268965,0.001042339,0.00025666098,0.0003984027,0.0005906795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026338212,0.00037951188,0.00037139942,0.0013297602,0.0032629985,0.0074152355,0.0005928927,0.00108871,0.0042817057],"category_scores_gemma":[0.009610459,0.0002785566,0.0002941276,0.0010185242,0.0068450547,0.004805411,0.0065209763,0.0014246921,0.0005737916],"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":[0.0010377024,0.00035233176,0.07540589,0.0006607774,0.00016923524,0.0024352428,0.8291592,0.0003003823,0.006539738,0.015642263,0.0039396533,0.06435758],"study_design_scores_gemma":[0.00004026989,0.00047729706,0.1537665,0.00039781336,0.00008232169,0.0014310279,0.7719409,0.00044778938,0.0013619782,0.0035058113,0.06643907,0.0001092486],"about_ca_topic_score_codex":0.0007315037,"about_ca_topic_score_gemma":0.0009753081,"teacher_disagreement_score":0.0074152355,"about_ca_system_score_codex":0.001187255,"about_ca_system_score_gemma":0.00027466225,"threshold_uncertainty_score":0.014323711},"labels":[],"label_agreement":null},{"id":"W2563350650","doi":"10.35502/jcswb.32","title":"Our New Journal of CSWB: Relevance Matters","year":2016,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Public Relations and Crisis Communication","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 Regina","funders":"","keywords":"Relevance (law); Psychology; Engineering ethics; Epistemology; Political science; Philosophy; Engineering; Law","score_opus":0.02212614239553125,"score_gpt":0.3116374166848652,"score_spread":0.289511274289334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563350650","genre_codex":"commentary","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018378885,0.011668401,0.00052757596,0.6689605,0.26290828,0.000047544727,0.00036986562,0.00020300719,0.053476986],"genre_scores_gemma":[0.075031176,0.031076834,0.002920909,0.28967148,0.46150956,0.00017322597,0.0008040172,0.00075057155,0.13806233],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99018925,0.0021075006,0.0009431929,0.0011743943,0.0044117533,0.0011740414],"domain_scores_gemma":[0.88076013,0.0297802,0.0058589377,0.009078257,0.048491746,0.02603079],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011500585,0.0008475141,0.0012131088,0.007827875,0.0071970643,0.030408336,0.0024057454,0.011886756,0.10802994],"category_scores_gemma":[0.08993773,0.00065134396,0.0006764737,0.0072733504,0.00963195,0.012475434,0.006536258,0.01094015,0.033111807],"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":[0.000047115816,0.00009069832,0.0013626369,0.00055548066,0.000015852704,0.000111401474,0.0005267892,0.00002356457,0.00035899944,0.019844916,0.9274547,0.0496077],"study_design_scores_gemma":[0.000021687903,0.000031840445,0.0032684363,0.0007737373,0.000024237977,0.0002831582,0.0018401855,0.000093455754,0.00020743164,0.016228471,0.9771951,0.00003233529],"about_ca_topic_score_codex":0.0029169286,"about_ca_topic_score_gemma":0.006831408,"teacher_disagreement_score":0.10802994,"about_ca_system_score_codex":0.0045403107,"about_ca_system_score_gemma":0.01700787,"threshold_uncertainty_score":0.36139613},"labels":[],"label_agreement":null},{"id":"W2563636641","doi":"10.14361/dcs-2016-0208","title":"Visual Social Media and Big Data. Interpreting Instagram Images Posted on Twitter","year":2016,"lang":"en","type":"article","venue":"Digital Culture & Society","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":40,"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":"Social media; Timeline; Politics; Internet privacy; Political science; Media studies; Sociology; Computer science; Geography; World Wide Web","score_opus":0.05395468020027358,"score_gpt":0.33701166276559186,"score_spread":0.2830569825653183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563636641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8058745,0.002779527,0.03877045,0.023363419,0.00065237895,0.00066553854,0.01938497,0.0012049691,0.10730425],"genre_scores_gemma":[0.97593385,0.000557308,0.017321635,0.00059534836,0.00018393376,0.00020851789,0.0019090596,0.00026111433,0.0030292554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99725276,0.0015727906,0.0001763933,0.00029201485,0.0005280363,0.00017799952],"domain_scores_gemma":[0.9740582,0.018609976,0.0031671354,0.0013968654,0.0021000113,0.00066785136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033902943,0.00035303904,0.00017900918,0.0044412585,0.0013614725,0.0063965074,0.00042545752,0.0006353481,0.006449273],"category_scores_gemma":[0.026477462,0.00036339273,0.0003038881,0.004816673,0.0023542396,0.005839454,0.0035433369,0.000840766,0.0010544725],"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":[0.00046971074,0.00014296966,0.37132722,0.002365782,0.00016353717,0.0035057312,0.25705335,0.002060923,0.006957874,0.048875645,0.055640843,0.25143635],"study_design_scores_gemma":[0.000017111897,0.000085057036,0.31440997,0.001320309,0.00006879187,0.0011906915,0.4840714,0.012846464,0.005043535,0.042288207,0.1384639,0.0001945968],"about_ca_topic_score_codex":0.009849991,"about_ca_topic_score_gemma":0.022912445,"teacher_disagreement_score":0.009849991,"about_ca_system_score_codex":0.0014247776,"about_ca_system_score_gemma":0.0012076469,"threshold_uncertainty_score":0.021574974},"labels":[],"label_agreement":null},{"id":"W2563793273","doi":"10.15173/jpc.v5i1.3095","title":"An interview with Madan Bahal, Co-Founder and Managing Director of Adfactors, Co-Chair of Public Relations Organization International (Asia Pacific Region)","year":2016,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","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":"Craft; State (computer science); Management; Asia pacific; Industrial relations; Sociology; Public relations; Political science; Media studies; History; Economics; Ethnology","score_opus":0.054300313018517274,"score_gpt":0.36031859083633266,"score_spread":0.3060182778178154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563793273","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29614916,0.008202275,0.005036935,0.63509345,0.013280075,0.001693415,0.002169514,0.0004574157,0.037917804],"genre_scores_gemma":[0.6224366,0.006917267,0.0055616503,0.23418625,0.0027312909,0.0020727501,0.0006235579,0.00023673479,0.12523384],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9967513,0.0017888148,0.00013855554,0.00024415663,0.00038827746,0.0006888496],"domain_scores_gemma":[0.9900215,0.003242957,0.00057579676,0.00014872728,0.0023976553,0.0036132045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048194123,0.0006688512,0.0007566394,0.0011521413,0.012069757,0.002945888,0.00092856534,0.0034990166,0.008170085],"category_scores_gemma":[0.011359524,0.0009502337,0.00036853572,0.001101152,0.0030344864,0.0038708285,0.0020341983,0.010908242,0.0020299735],"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":[0.00019100153,0.00032032066,0.0054364665,0.0003225415,0.000012478879,0.0037654052,0.4148761,0.00020424259,0.0030377035,0.0037021348,0.55141854,0.016713085],"study_design_scores_gemma":[0.000020329539,0.00016331636,0.004920835,0.00024327337,0.000008814371,0.001021109,0.57492113,0.00038830363,0.00048882153,0.0005005663,0.4172248,0.00009869815],"about_ca_topic_score_codex":0.045036566,"about_ca_topic_score_gemma":0.085841164,"teacher_disagreement_score":0.045036566,"about_ca_system_score_codex":0.007978931,"about_ca_system_score_gemma":0.0065556015,"threshold_uncertainty_score":0.089548826},"labels":[],"label_agreement":null},{"id":"W2565476426","doi":"10.15173/jpc.v5i1.2605","title":"Police use of social media during a crisis","year":2016,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","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":"Humber Polytechnic","funders":"McMaster University","keywords":"Crisis communication; Public relations; Social media; Crisis response; Political science; Crisis management; Business; Law","score_opus":0.07127816689250663,"score_gpt":0.382462389747242,"score_spread":0.31118422285473535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565476426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939955,0.00022946783,0.000105837295,0.00057133584,0.000020101355,0.000019016306,0.000072315524,0.000011996157,0.004974498],"genre_scores_gemma":[0.9988721,0.00024955717,0.00007051224,0.00005952978,0.000010443283,0.0000091455,0.00003923448,0.000004250311,0.00068517897],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99837863,0.0007160922,0.00006159912,0.00008648382,0.00041005638,0.00034717118],"domain_scores_gemma":[0.994866,0.0017947713,0.0014339866,0.00016897112,0.0009782194,0.0007580354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000934062,0.00022136046,0.0002459942,0.0025564241,0.0033814071,0.0028876308,0.00071153505,0.00045919165,0.0018168353],"category_scores_gemma":[0.006347668,0.0003035291,0.00011355638,0.0019215489,0.002383017,0.0013084157,0.0019297868,0.0006298666,0.0001624073],"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":[0.00037624195,0.00009698772,0.39564598,0.0002614075,0.00008518859,0.0019132717,0.5263335,0.00028891055,0.0031493402,0.000943626,0.0032500825,0.06765543],"study_design_scores_gemma":[0.000012101827,0.000111085275,0.3383874,0.00018484055,0.000029813576,0.00044544088,0.6441706,0.0002910418,0.00046618847,0.00016059869,0.01570448,0.00003653282],"about_ca_topic_score_codex":0.36109343,"about_ca_topic_score_gemma":0.48845136,"teacher_disagreement_score":0.36109343,"about_ca_system_score_codex":0.0048581227,"about_ca_system_score_gemma":0.0049268752,"threshold_uncertainty_score":0.71798325},"labels":[],"label_agreement":null},{"id":"W2565506401","doi":"10.1016/j.pubrev.2016.11.001","title":"Editorial for Special Section on World Public Relations Forum Conference ‘Communication Across Cultures’ by Professor Anne Gregory (University of Huddersfield, UK) and Dr Amy Thurlow (Mount Saint Vincent University, Canada)","year":2016,"lang":"en","type":"article","venue":"Public Relations Review","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"SAINT; Section (typography); Media studies; Mount; Sociology; Library science; Management; Art; Engineering; Art history; Computer science","score_opus":0.02654376106788405,"score_gpt":0.2898840325741072,"score_spread":0.2633402715062232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565506401","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002769759,0.0029230476,0.000037785507,0.027153622,0.9689794,0.000034240864,0.00009133874,0.0000254211,0.0007273432],"genre_scores_gemma":[0.00035023777,0.0031826622,0.00007021937,0.02752756,0.960254,0.000085023,0.00011255986,0.000042085303,0.008375615],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.991577,0.0016583574,0.0010975698,0.0011484884,0.0035971627,0.0009213967],"domain_scores_gemma":[0.9546803,0.015276638,0.0048123696,0.0014401904,0.018217793,0.0055726273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014237368,0.0051436527,0.005627039,0.006872947,0.0036793198,0.008740925,0.0049478374,0.020961873,0.047842912],"category_scores_gemma":[0.044608843,0.0017051217,0.00447396,0.0030929116,0.0030936878,0.0052544577,0.0029781503,0.016653104,0.018712437],"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":[0.000039359962,0.000009268285,0.000018236076,0.00019231375,0.000009183985,0.000030656844,0.00000707529,0.000006677306,0.00003230898,0.00007653281,0.9981743,0.0014041711],"study_design_scores_gemma":[0.00019613617,0.00007011983,0.0009821494,0.0010589677,0.00009404704,0.00014309766,0.000101226615,0.00007750329,0.00011176962,0.00068400626,0.99645185,0.00002918439],"about_ca_topic_score_codex":0.0041492693,"about_ca_topic_score_gemma":0.010749204,"teacher_disagreement_score":0.047842912,"about_ca_system_score_codex":0.0044663865,"about_ca_system_score_gemma":0.006584112,"threshold_uncertainty_score":0.16005051},"labels":[],"label_agreement":null},{"id":"W2565525991","doi":"10.1163/1871191x-12341356","title":"Virtually Virtual? The New Frontiers of Diplomacy","year":2016,"lang":"en","type":"article","venue":"The Hague Journal of Diplomacy","topic":"Public Relations and Crisis Communication","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":"Diplomacy; Typology; Political science; International relations; Public diplomacy; Sociology; Law; Politics","score_opus":0.016884031659109767,"score_gpt":0.306665369576321,"score_spread":0.2897813379172112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565525991","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07639636,0.026449928,0.009305674,0.104036555,0.0015794077,0.000021976717,0.00005393816,0.00006574835,0.7820904],"genre_scores_gemma":[0.98109037,0.0042486126,0.0007388001,0.0025780373,0.0004952653,0.000028385575,0.000017699385,0.000026215139,0.010776556],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9958424,0.0027005966,0.00010044474,0.00028812682,0.00051584275,0.0005526234],"domain_scores_gemma":[0.9961815,0.0024526038,0.00026827882,0.000415266,0.00022409079,0.0004582919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034558927,0.00028156416,0.0003295169,0.0014582576,0.004811513,0.01777825,0.00072588684,0.0023302764,0.008406055],"category_scores_gemma":[0.008138031,0.00022815095,0.00021413915,0.0012615685,0.042721584,0.018548056,0.008224348,0.004672233,0.00068823766],"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":[0.000013501433,0.000004483173,0.00018554571,0.000027753067,9.821738e-7,0.000043948956,0.009087939,0.000050368217,0.000038527058,0.97809213,0.0024500596,0.010004812],"study_design_scores_gemma":[0.000017087128,0.000027532331,0.0011127833,0.0006054294,0.0000033803763,0.00024484014,0.043887984,0.0002867113,0.0001418313,0.6152667,0.33838797,0.00001788722],"about_ca_topic_score_codex":0.0026891655,"about_ca_topic_score_gemma":0.0024483954,"teacher_disagreement_score":0.01777825,"about_ca_system_score_codex":0.005484739,"about_ca_system_score_gemma":0.0029629683,"threshold_uncertainty_score":0.039794803},"labels":[],"label_agreement":null},{"id":"W2566565825","doi":"10.15173/jpc.v5i1.2624","title":"Crisis, what crisis? An overview of professional and academic credentials in Canadian public relations","year":2016,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University; Royal Roads University","funders":"","keywords":"Accreditation; Public relations; Political science; Relevance (law); Value (mathematics); Medical education; Professional communication; Graduate students; Management; Sociology; Medicine; Law","score_opus":0.1499826143390081,"score_gpt":0.4563994381240094,"score_spread":0.3064168237850013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566565825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8262803,0.03578241,0.0004169156,0.04049887,0.00030986866,0.00016450103,0.0012680701,0.000048849797,0.09523028],"genre_scores_gemma":[0.98092586,0.014587288,0.00022842074,0.0010000323,0.00004700298,0.000026554302,0.00026782395,0.000011000098,0.0029059767],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9940843,0.00072990183,0.00023843335,0.00024370757,0.0027599838,0.0019437484],"domain_scores_gemma":[0.9821764,0.0028640057,0.0019624238,0.00019405017,0.007466393,0.005336675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005211968,0.00032643517,0.00037842788,0.010799095,0.011090418,0.0060822247,0.0012466831,0.00097425864,0.003971332],"category_scores_gemma":[0.015496409,0.000354686,0.00023150092,0.01811264,0.0058816597,0.0028519281,0.003288888,0.0015582384,0.00017826722],"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":[0.0002175368,0.00021994999,0.30835062,0.0017817979,0.000041353753,0.0012956002,0.3540573,0.00042973322,0.00060593116,0.029781647,0.031683136,0.27153537],"study_design_scores_gemma":[0.000010150993,0.000045967656,0.53396195,0.0011749727,0.000021198617,0.000379599,0.3754783,0.0002638091,0.00011857131,0.00086438324,0.087586924,0.000094156836],"about_ca_topic_score_codex":0.9916009,"about_ca_topic_score_gemma":0.9936667,"teacher_disagreement_score":0.8727463,"about_ca_system_score_codex":0.12725371,"about_ca_system_score_gemma":0.22248407,"threshold_uncertainty_score":0.9232946},"labels":[],"label_agreement":null},{"id":"W2566696024","doi":"10.15173/mjc.v11i0.1413","title":"On the Road to Success: Examining how Youth Shelters Define and Value Relationships through the Practice of Two-Way Symmetrical Communication as a Method to Increase the Success-Rate of Youth Recovery Programs – A Case Study of Youth Without Shelter","year":2016,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","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":"Documentation; Futures contract; Value (mathematics); Public relations; Excellence; Sociology; Business; Political science","score_opus":0.11378671500548912,"score_gpt":0.3715989137325835,"score_spread":0.2578121987270944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566696024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98748195,0.000276172,0.0010828887,0.0019306822,0.000021181031,0.00008600936,0.000015105702,0.000010603103,0.009095421],"genre_scores_gemma":[0.9968419,0.00029438818,0.0010923255,0.00014113158,0.0000063667158,0.00005965268,0.0000094678235,0.0000096580125,0.0015451066],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.988485,0.008711759,0.00018880941,0.0002863261,0.00076535594,0.0015628294],"domain_scores_gemma":[0.99122435,0.0042826766,0.0014042562,0.00057231775,0.0010051196,0.001511293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009438648,0.00050780765,0.00042077532,0.0014300082,0.0113550965,0.0072170584,0.0016155483,0.0015138937,0.0026078147],"category_scores_gemma":[0.014275423,0.00044852673,0.0003439201,0.0011364731,0.01329761,0.005439185,0.010461777,0.003101663,0.00037667376],"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":[0.000017083908,0.00011085877,0.011076441,0.00007287302,0.000005618427,0.00057209586,0.9732185,0.000040005907,0.0002536714,0.0028305473,0.00056337944,0.011238998],"study_design_scores_gemma":[0.0000037026236,0.000049341208,0.0051339776,0.00008426723,0.000007950201,0.0002183786,0.9888437,0.000072782685,0.00022937205,0.00034216957,0.005006625,0.000007742998],"about_ca_topic_score_codex":0.03214823,"about_ca_topic_score_gemma":0.07740311,"teacher_disagreement_score":0.03214823,"about_ca_system_score_codex":0.0068367906,"about_ca_system_score_gemma":0.008985127,"threshold_uncertainty_score":0.06392223},"labels":[],"label_agreement":null},{"id":"W2568581884","doi":"10.1386/jammr.9.2.165_1","title":"The emerging ‘Alternative’ journalism paradigm: Arab journalists and online news","year":2016,"lang":"en","type":"article","venue":"Journal of Arab & Muslim Media Research","topic":"Public Relations and Crisis Communication","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":"Ontario Tech University","funders":"","keywords":"Journalism; Technical Journalism; Mainstream; Scrutiny; The Internet; Political science; Media studies; Politics; News media; Public relations; Citizen journalism; Sociology; Law; Computer science","score_opus":0.12736551704287905,"score_gpt":0.4530197888729909,"score_spread":0.32565427183011186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2568581884","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25649428,0.017345464,0.017735813,0.18782738,0.0036159556,0.00007763882,0.0000938434,0.00008793169,0.5167217],"genre_scores_gemma":[0.987061,0.0024582918,0.0019009745,0.0032648472,0.0016300529,0.000042381274,0.000020050335,0.000021920037,0.0036004472],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9884724,0.009123914,0.00023075698,0.0005368393,0.0010630969,0.00057304243],"domain_scores_gemma":[0.9737942,0.019028971,0.0017669889,0.0013952781,0.0021227144,0.0018919294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011477699,0.0003358912,0.0003791817,0.0042295423,0.008129714,0.019827306,0.0011788724,0.0044585336,0.005352463],"category_scores_gemma":[0.01200873,0.00024602682,0.00030626732,0.0025443933,0.04844287,0.017594686,0.0058162087,0.0043396163,0.00078569737],"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":[0.000058256905,0.000056251956,0.001373309,0.00016944487,0.0000057580414,0.00039968753,0.08311789,0.000059381848,0.00020026529,0.9010651,0.0032996745,0.010194938],"study_design_scores_gemma":[0.000054360025,0.0000792545,0.002497133,0.0005869136,0.000013495029,0.0012049067,0.21712443,0.0010180717,0.00031723423,0.62696797,0.15009868,0.000037562055],"about_ca_topic_score_codex":0.0011231685,"about_ca_topic_score_gemma":0.0013092397,"teacher_disagreement_score":0.019827306,"about_ca_system_score_codex":0.0037010761,"about_ca_system_score_gemma":0.0030201795,"threshold_uncertainty_score":0.060700595},"labels":[],"label_agreement":null},{"id":"W2570158010","doi":"10.15173/mjc.v11i0.1416","title":"The Give and Take of Donor Relations: Investigating the Role Communicators Play in Successful Donor Giving Relationships","year":2016,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Business; Stakeholder; Perspective (graphical); Public relations; Marketing; Best practice; Management; Political science; Economics","score_opus":0.03283971266646021,"score_gpt":0.2890203451616652,"score_spread":0.256180632495205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2570158010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9510889,0.0015020565,0.0010206903,0.0045522526,0.000061578256,0.00016385781,0.000040010626,0.000009583009,0.041561127],"genre_scores_gemma":[0.99308467,0.0014452877,0.00062708603,0.0005288158,0.000019114064,0.00008892745,0.00001610407,0.000007390679,0.0041826684],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9847574,0.009888963,0.0003334315,0.0004360827,0.0021339604,0.0024502168],"domain_scores_gemma":[0.95782465,0.029526321,0.0053719427,0.00073286606,0.0036260872,0.0029182315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024431992,0.0003147883,0.00055814575,0.0034230652,0.01692482,0.0126438355,0.0016853261,0.0022415665,0.0031903943],"category_scores_gemma":[0.042683665,0.0005065181,0.00023332778,0.0040367604,0.016854227,0.008514756,0.006420098,0.0037946375,0.000258287],"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":[0.000029770868,0.000051660874,0.008093928,0.00014532254,0.000004039676,0.0003058053,0.9749214,0.000019070409,0.00027787438,0.0073044766,0.00039227286,0.00845428],"study_design_scores_gemma":[0.000002718452,0.000020359495,0.006459865,0.0001380696,0.0000054049983,0.00005470623,0.98763627,0.000024195862,0.00010053133,0.00041158314,0.0051405276,0.000005805356],"about_ca_topic_score_codex":0.17244391,"about_ca_topic_score_gemma":0.34237686,"teacher_disagreement_score":0.17244391,"about_ca_system_score_codex":0.025024218,"about_ca_system_score_gemma":0.041050788,"threshold_uncertainty_score":0.34288037},"labels":[],"label_agreement":null},{"id":"W2577357925","doi":"10.1016/j.pubrev.2016.10.019","title":"Structure of the public relations/communication department: Key findings from a global study","year":2017,"lang":"en","type":"article","venue":"Public Relations Review","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Globe; Public relations; Political science; Sample (material); Foundation (evidence); Core (optical fiber); Engineering; Psychology; Telecommunications","score_opus":0.046379410175920115,"score_gpt":0.35785266563637946,"score_spread":0.31147325546045934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2577357925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45663425,0.33750042,0.0028584679,0.06942508,0.0006082812,0.0002485494,0.0019328351,0.00006198355,0.13073012],"genre_scores_gemma":[0.9506131,0.042732067,0.0006248063,0.0028603314,0.00014477957,0.000081685626,0.0003430642,0.000035155575,0.0025650386],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9932279,0.003155356,0.00038970003,0.0008781775,0.0012495449,0.0010994065],"domain_scores_gemma":[0.98005724,0.008411626,0.00456847,0.00076539733,0.004634555,0.0015626379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006854319,0.00025409387,0.00065462734,0.0054914486,0.0018662848,0.006402674,0.0010049744,0.0012389313,0.0053975405],"category_scores_gemma":[0.017034318,0.000401985,0.00035654704,0.012309503,0.003515689,0.0043936484,0.0032437902,0.0012853764,0.00069312897],"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":[0.0005931646,0.00026498124,0.2526272,0.014504877,0.0007075755,0.0010270837,0.09678194,0.0011038,0.0027919898,0.13827023,0.039896324,0.45143086],"study_design_scores_gemma":[0.000056142722,0.00018075576,0.714722,0.0058971923,0.0005398758,0.000562265,0.08439194,0.00014376952,0.0004506248,0.007247403,0.18574259,0.00006555379],"about_ca_topic_score_codex":0.034220845,"about_ca_topic_score_gemma":0.06749102,"teacher_disagreement_score":0.034220845,"about_ca_system_score_codex":0.0079758065,"about_ca_system_score_gemma":0.018195864,"threshold_uncertainty_score":0.06804329},"labels":[],"label_agreement":null},{"id":"W2582758152","doi":"10.1108/bfj-07-2015-0272","title":"The role of social media in communication about food risks","year":2017,"lang":"en","type":"article","venue":"British Food Journal","topic":"Public Relations and Crisis Communication","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":"","keywords":"Social media; Public relations; Originality; Sensationalism; Media relations; Value (mathematics); Business; Marketing; Advertising; Political science; Sociology; Qualitative research; Social science","score_opus":0.04660441904610991,"score_gpt":0.3395675625694839,"score_spread":0.292963143523374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582758152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7120306,0.012527567,0.005675432,0.057500076,0.0009180694,0.00016388972,0.0001433213,0.000095167954,0.21094596],"genre_scores_gemma":[0.99406874,0.0019619085,0.0005611795,0.001182665,0.0003036551,0.000038590653,0.000018721972,0.000025325222,0.0018393085],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97396845,0.02102965,0.00055201264,0.0006586639,0.0027167674,0.0010744906],"domain_scores_gemma":[0.8563042,0.12530543,0.011106992,0.0018037508,0.0030221923,0.0024574667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013059177,0.00051717187,0.00039685276,0.0040759095,0.0066720652,0.013683885,0.0010129123,0.0027324867,0.0069524385],"category_scores_gemma":[0.036479667,0.0004203808,0.00038076012,0.0026477214,0.013397935,0.009977567,0.0063433056,0.0030544663,0.00063354766],"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":[0.00040633997,0.00020923153,0.03377626,0.0014724695,0.000112732836,0.0029597122,0.80163795,0.00036961806,0.0027812768,0.047193903,0.0059358524,0.10314468],"study_design_scores_gemma":[0.000051506675,0.00039879142,0.034336295,0.0029262519,0.00010574259,0.0018874013,0.76980984,0.0008430241,0.0018685284,0.03074061,0.15685323,0.00017870264],"about_ca_topic_score_codex":0.0032571738,"about_ca_topic_score_gemma":0.0024271265,"teacher_disagreement_score":0.013683885,"about_ca_system_score_codex":0.003032306,"about_ca_system_score_gemma":0.002160729,"threshold_uncertainty_score":0.06906438},"labels":[],"label_agreement":null},{"id":"W2583545758","doi":"10.25200/bjr.v12n3.2016.895","title":"Maintaining the Boundaries: The Interpretative Repertoires Journalists Use to Differentiate Themselves from the Public Relations Industry","year":2016,"lang":"en","type":"article","venue":"Brazilian Journalism Research","topic":"Public Relations and Crisis Communication","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":"Université du Québec à Montréal","funders":"","keywords":"Repertoire; Public relations; Exploit; Sentence; Political science; Field (mathematics); Sociology; Media studies; Linguistics; Computer science","score_opus":0.13726160180561744,"score_gpt":0.4235795262107317,"score_spread":0.2863179244051143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2583545758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7667727,0.0047158063,0.028432133,0.037275493,0.00031250264,0.00021464139,0.00007312778,0.00016399001,0.16203965],"genre_scores_gemma":[0.99611276,0.0003575588,0.0016954476,0.00069842034,0.00004270146,0.00005493433,0.000011843188,0.0000543095,0.00097191875],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.93368584,0.052493747,0.0018609898,0.0021407506,0.0065799146,0.0032387367],"domain_scores_gemma":[0.92795795,0.056165863,0.0057267034,0.0036122773,0.003883166,0.0026540535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03326586,0.00069036346,0.0010277863,0.0050334074,0.016895086,0.023185449,0.0026903704,0.0043367124,0.0018465266],"category_scores_gemma":[0.0691287,0.001019903,0.0004900724,0.0040246965,0.07818972,0.019337416,0.011922849,0.0061225807,0.0003553092],"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":[0.000018431703,0.000010504161,0.0012910971,0.000059145354,0.0000049679884,0.000318028,0.96414375,0.000023741057,0.0006538517,0.03024397,0.00028326677,0.002949216],"study_design_scores_gemma":[0.000017739714,0.00002565077,0.0039680605,0.00030006052,0.000012617572,0.0003863426,0.9438981,0.00024445145,0.00055785844,0.029282691,0.021264775,0.000041705727],"about_ca_topic_score_codex":0.023532286,"about_ca_topic_score_gemma":0.023712989,"teacher_disagreement_score":0.03326586,"about_ca_system_score_codex":0.009017888,"about_ca_system_score_gemma":0.010687383,"threshold_uncertainty_score":0.17592877},"labels":[],"label_agreement":null},{"id":"W2586148581","doi":"10.15173/mjc.v11i0.1411","title":"Adopting versus Adapting a PR Plan: Investigating Why and How Public Relations Plans Must Be Adapted to Specific Publics","year":2016,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","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":"Publics; Plan (archaeology); Public relations; Affect (linguistics); Political science; Sociology; Geography; Politics; Law","score_opus":0.15893863083953047,"score_gpt":0.31026533709628445,"score_spread":0.15132670625675398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586148581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8795162,0.0002397206,0.00651175,0.015125567,0.00010911027,0.0011855415,0.000053914482,0.00010285693,0.09715531],"genre_scores_gemma":[0.9905629,0.00016500305,0.0031145164,0.0009610665,0.000012911903,0.00020044067,0.000017911892,0.00001969709,0.0049455734],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9762018,0.014299612,0.00044080504,0.001064448,0.0029617164,0.005031716],"domain_scores_gemma":[0.9712515,0.015251517,0.00333614,0.0017906543,0.0053570014,0.003013194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021194385,0.00041655844,0.00029901793,0.0012322471,0.01137855,0.0069374065,0.0019473213,0.0031021717,0.0029162643],"category_scores_gemma":[0.04183136,0.0004307026,0.00043644174,0.0013851732,0.009572324,0.004916264,0.0036287245,0.0043349545,0.00028789495],"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":[0.00013574754,0.0008436232,0.081228696,0.0004591135,0.00005108595,0.005737009,0.743329,0.0022035902,0.0043171532,0.06823915,0.007859362,0.085596465],"study_design_scores_gemma":[0.000035136138,0.00025802467,0.05282161,0.00043249095,0.00006185545,0.00047309196,0.84676784,0.002175309,0.0016751946,0.0028378859,0.09236728,0.0000943613],"about_ca_topic_score_codex":0.37434778,"about_ca_topic_score_gemma":0.54768115,"teacher_disagreement_score":0.37434778,"about_ca_system_score_codex":0.034034632,"about_ca_system_score_gemma":0.040753942,"threshold_uncertainty_score":0.7443377},"labels":[],"label_agreement":null},{"id":"W2586655916","doi":"10.4000/communicationorganisation.5395","title":"La posture de l’avocat dans le discours des relations publiques","year":2016,"lang":"fr","type":"article","venue":"Communication et organisation","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Philosophy; Psychology","score_opus":0.027512163605408382,"score_gpt":0.3280513335609259,"score_spread":0.30053916995551755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586655916","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2600221,0.0053708646,0.031262875,0.10666312,0.0014478022,0.00009262558,0.00007144729,0.00016186635,0.5949072],"genre_scores_gemma":[0.98245436,0.0007819519,0.0012336075,0.0024486023,0.0003515877,0.00006188448,0.000015506734,0.00006298113,0.012589615],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.97373044,0.016852107,0.0007503208,0.0011941468,0.005588182,0.001884812],"domain_scores_gemma":[0.9555959,0.030690929,0.0061426805,0.0016938534,0.004227522,0.0016490285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0131122535,0.0005127403,0.00045290802,0.002423784,0.010215773,0.009734987,0.0012023717,0.006215632,0.0054452373],"category_scores_gemma":[0.03945431,0.00041500077,0.00041727896,0.0016997536,0.024020871,0.0066740946,0.006788662,0.008455512,0.0010365014],"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":[0.00009384779,0.000035008812,0.003476711,0.0003522195,0.000019240922,0.00051702355,0.3709113,0.0001749793,0.0021427711,0.59311575,0.0049851267,0.02417612],"study_design_scores_gemma":[0.00006626081,0.00024779048,0.017526792,0.0021171463,0.00005326496,0.0015720307,0.36079836,0.00070157676,0.002860063,0.11936153,0.4945636,0.0001315886],"about_ca_topic_score_codex":0.006613876,"about_ca_topic_score_gemma":0.007604732,"teacher_disagreement_score":0.0131122535,"about_ca_system_score_codex":0.006218442,"about_ca_system_score_gemma":0.006544629,"threshold_uncertainty_score":0.069345},"labels":[],"label_agreement":null},{"id":"W2586819589","doi":"10.15173/mjc.v11i0.1412","title":"Tackling the New Rules for Social Media and Measurement: Critical Book Review","year":2016,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","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":"Variety (cybernetics); Social media; Task (project management); Key (lock); Advice (programming); Sociology; Public relations; Computer science; Political science; World Wide Web; Management; Artificial intelligence; Economics","score_opus":0.09071252434897134,"score_gpt":0.3607510063411531,"score_spread":0.2700384819921817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586819589","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010987998,0.85910535,0.0033742958,0.09578342,0.037818372,0.0001699483,0.000087791625,0.000062540756,0.0034884035],"genre_scores_gemma":[0.002559898,0.8934003,0.008488779,0.0536691,0.034297522,0.0006594449,0.00013063768,0.00013272707,0.006661606],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9781029,0.008545406,0.0021775058,0.0010496198,0.00978909,0.00033551734],"domain_scores_gemma":[0.7974064,0.14283112,0.0059985514,0.0033157854,0.0487493,0.0016988746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03337905,0.0014104358,0.0025377716,0.0074242987,0.0015595059,0.006525679,0.0039053925,0.0049852584,0.005576029],"category_scores_gemma":[0.13730878,0.0009487437,0.0012215001,0.0048219655,0.0077519966,0.00993601,0.0025943,0.008225188,0.0038768526],"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":[0.000026943264,0.000025483694,0.000085327985,0.010900708,0.0000851364,0.00011049003,0.00080612284,0.00016826746,0.00011438668,0.022052446,0.7830332,0.1825915],"study_design_scores_gemma":[0.0000135331165,0.000035769073,0.00022123115,0.02157465,0.00006139894,0.00024770593,0.00048345298,0.00014016998,0.00016176373,0.015054619,0.9619569,0.000048768055],"about_ca_topic_score_codex":0.004111923,"about_ca_topic_score_gemma":0.0066194464,"teacher_disagreement_score":0.03337905,"about_ca_system_score_codex":0.0068829334,"about_ca_system_score_gemma":0.01154667,"threshold_uncertainty_score":0.17652738},"labels":[],"label_agreement":null},{"id":"W2587798756","doi":"10.5430/jha.v6n2p1","title":"Open, transparent management and the media: The managers’ perspectives","year":2017,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Public Relations and Crisis Communication","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":"Högskolan i Borås; AFA Försäkring","keywords":"Openness to experience; Public relations; Transparency (behavior); Business; Grounded theory; Media relations; Scrutiny; Qualitative research; Sociology; Psychology; Political science; Social psychology","score_opus":0.038576118498974674,"score_gpt":0.3554198398231296,"score_spread":0.3168437213241549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587798756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5593612,0.036881845,0.007789525,0.29215333,0.0030314166,0.00016284618,0.000097798365,0.000058112786,0.10046392],"genre_scores_gemma":[0.98384815,0.0053581796,0.0010251404,0.0066793477,0.0006254013,0.00004749481,0.000014814695,0.00001852443,0.0023830126],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96343565,0.028874477,0.00088319764,0.0009805616,0.0028070586,0.0030190626],"domain_scores_gemma":[0.9520059,0.03513478,0.005081869,0.0007147766,0.0031184196,0.0039441893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021111038,0.0009940639,0.0005099742,0.0035673534,0.012088085,0.025408998,0.0016173295,0.005827792,0.0029895767],"category_scores_gemma":[0.024091326,0.0006308823,0.000582345,0.0019490216,0.027309036,0.013612709,0.008599382,0.007938249,0.0004938386],"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":[0.000094332696,0.00010728838,0.007750263,0.0006475837,0.000036896778,0.0020388106,0.89405304,0.00021274445,0.0005960793,0.072602,0.005554637,0.01630631],"study_design_scores_gemma":[0.000015035027,0.000119919256,0.0023717817,0.0011952518,0.000030517836,0.0005997187,0.9222466,0.00027143708,0.00030241197,0.011092163,0.06170936,0.000045835204],"about_ca_topic_score_codex":0.003885977,"about_ca_topic_score_gemma":0.0032599291,"teacher_disagreement_score":0.025408998,"about_ca_system_score_codex":0.007252475,"about_ca_system_score_gemma":0.0085442215,"threshold_uncertainty_score":0.11164719},"labels":[],"label_agreement":null},{"id":"W2589693526","doi":"10.1016/j.pubrev.2017.02.010","title":"Financial investigations: Auditing research accounts of communication in business, investor relations, and public relations (1994–2016)","year":2017,"lang":"en","type":"article","venue":"Public Relations Review","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":25,"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":"Scholarship; Audit; Public relations; Quarter (Canadian coin); Political science; Investor relations; Scholarly communication; Accounting; Digital scholarship; Sociology; Business; Marketing; Strategic management; Library science; Law","score_opus":0.18368839876084872,"score_gpt":0.41990671003033153,"score_spread":0.2362183112694828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589693526","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013468909,0.9487414,0.0004012833,0.01722238,0.0015596481,0.00006210768,0.0020090837,0.00003446786,0.01650083],"genre_scores_gemma":[0.10370835,0.8804351,0.0011772766,0.004147681,0.0022264204,0.0001161681,0.0017513189,0.00003441519,0.006403215],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99319905,0.0023682918,0.0014144238,0.00040685668,0.0021197144,0.00049165945],"domain_scores_gemma":[0.8974713,0.05051796,0.02046004,0.0036701213,0.02656212,0.0013184852],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01516508,0.00040403966,0.00051780324,0.01755348,0.0009068698,0.0028554287,0.00088618015,0.001374555,0.0041393368],"category_scores_gemma":[0.061199352,0.00047777736,0.00063417683,0.025574334,0.0016589778,0.0038882645,0.0018870215,0.0016643394,0.0009944016],"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":[0.0002445479,0.00007053533,0.017007662,0.010388698,0.00018583264,0.00009042218,0.0020966423,0.00023704748,0.0004040613,0.014655912,0.15616816,0.7984504],"study_design_scores_gemma":[0.0000321143,0.00008449445,0.13276407,0.038881037,0.00040946787,0.00040985178,0.002808786,0.00021495,0.00087900937,0.0028203577,0.8206419,0.000053945863],"about_ca_topic_score_codex":0.032980032,"about_ca_topic_score_gemma":0.06381917,"teacher_disagreement_score":0.9848349,"about_ca_system_score_codex":0.0058313543,"about_ca_system_score_gemma":0.019905573,"threshold_uncertainty_score":0.080201566},"labels":[],"label_agreement":null},{"id":"W2598231255","doi":"","title":"The rhetoric of corporate communication : A case study of an employee communication program /","year":2002,"lang":"en","type":"article","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Public Relations and Crisis Communication","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":"Rhetoric; Corporate communication; Organizational communication; Public relations; Business; Political science; Stakeholder; Linguistics","score_opus":0.0324549950230999,"score_gpt":0.26947539081596,"score_spread":0.2370203957928601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598231255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91531414,0.0009591882,0.0027166388,0.00941756,0.00014994142,0.000092557886,0.000038686227,0.000034989444,0.07127623],"genre_scores_gemma":[0.9877314,0.00077334803,0.0019859858,0.0011510279,0.00008958111,0.00007975111,0.000022918168,0.00004075021,0.0081252735],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9895258,0.008636292,0.000117366726,0.00026879448,0.0007639103,0.00068786065],"domain_scores_gemma":[0.9802986,0.016444426,0.0011570043,0.00048689125,0.0007030839,0.0009099996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064786677,0.00053845474,0.0004393738,0.0021945743,0.023468442,0.007318703,0.0015888838,0.0048476243,0.0034885427],"category_scores_gemma":[0.015184085,0.00045699693,0.0003492431,0.0021361713,0.0092688585,0.0051588304,0.0047348095,0.005066006,0.0005315294],"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":[0.00006326444,0.0002473952,0.0036440715,0.00011787046,0.000008473361,0.007388036,0.9486075,0.00012503073,0.00091767544,0.022723941,0.0034849509,0.012671865],"study_design_scores_gemma":[0.000027824126,0.00013327233,0.0031584604,0.00022563727,0.000019426669,0.0036462818,0.9389454,0.0006722685,0.00096770027,0.0022914081,0.04988656,0.00002573689],"about_ca_topic_score_codex":0.011084384,"about_ca_topic_score_gemma":0.029327191,"teacher_disagreement_score":0.023468442,"about_ca_system_score_codex":0.0041909316,"about_ca_system_score_gemma":0.0033804225,"threshold_uncertainty_score":0.034262896},"labels":[],"label_agreement":null},{"id":"W2599561434","doi":"10.11575/prism/30018","title":"Keystone XL and the Social Amplification of Risk","year":2012,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Keystone species; Biology; Ecology","score_opus":0.016797157929461987,"score_gpt":0.2521700643094341,"score_spread":0.23537290637997213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599561434","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04076878,0.0017129844,0.0048671705,0.10073477,0.0005911352,0.00008888977,0.0001519596,0.000074122574,0.85101026],"genre_scores_gemma":[0.7751413,0.0017050601,0.0019913907,0.01391197,0.00017210777,0.00008362767,0.000064305474,0.00006905461,0.20686114],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9955295,0.0012315734,0.00010676234,0.00050886633,0.0013829626,0.0012403785],"domain_scores_gemma":[0.99294055,0.0018960795,0.00068931084,0.00045173612,0.0020178617,0.002004524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035815823,0.00036979085,0.00026009046,0.0013695941,0.0134814475,0.010364844,0.0010041799,0.0038361736,0.032237105],"category_scores_gemma":[0.011292141,0.00025341814,0.00033939385,0.0009699724,0.028214749,0.003914902,0.011389299,0.0035222718,0.0016092781],"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":[0.000021398704,0.000022996024,0.006476626,0.00004916558,0.00001951982,0.0009932122,0.027034227,0.0003042766,0.00029101307,0.88288414,0.051024962,0.03087848],"study_design_scores_gemma":[0.00001853744,0.000025576908,0.007856372,0.00035296904,0.000019521733,0.00054499035,0.033368006,0.0005964212,0.00021326973,0.24902159,0.7079106,0.00007213071],"about_ca_topic_score_codex":0.44751677,"about_ca_topic_score_gemma":0.49502462,"teacher_disagreement_score":0.5524832,"about_ca_system_score_codex":0.027974647,"about_ca_system_score_gemma":0.029027859,"threshold_uncertainty_score":0.88982385},"labels":[],"label_agreement":null},{"id":"W2604321711","doi":"","title":"TREC 2016 Total Recall Track Overview.","year":2016,"lang":"en","type":"article","venue":"Text REtrieval Conference","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":29,"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":"Computer science; Track (disk drive); Recall; Information retrieval; Psychology","score_opus":0.07651398741119439,"score_gpt":0.3523979570630005,"score_spread":0.27588396965180606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604321711","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009767732,0.045663886,0.01829249,0.0064011756,0.0114260735,0.0024870532,0.81385666,0.036996864,0.055108033],"genre_scores_gemma":[0.008311318,0.0076043825,0.015164043,0.0013371013,0.0016124268,0.0018772288,0.8990116,0.0025393262,0.06254254],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99080724,0.0015005915,0.0011095142,0.0013249494,0.0041735466,0.0010841613],"domain_scores_gemma":[0.9704561,0.003350082,0.0021392824,0.0032635343,0.018514594,0.002276417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015935797,0.0075584142,0.0046822047,0.026312556,0.0049378145,0.0087470375,0.008016528,0.0042019025,0.049533777],"category_scores_gemma":[0.023517122,0.0020600578,0.003360318,0.016510328,0.001282488,0.008481686,0.0047723907,0.0041781254,0.067215785],"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":[0.00022304412,0.00008068767,0.00059710647,0.0013080989,0.00011323167,0.00003364811,0.000029644158,0.00050770293,0.0015931088,0.0002664422,0.96374834,0.031498924],"study_design_scores_gemma":[0.0006211232,0.0007913409,0.014934292,0.0018279189,0.0008913481,0.00052552443,0.0002799914,0.007679473,0.02003321,0.0035325808,0.9483554,0.000527849],"about_ca_topic_score_codex":0.12861072,"about_ca_topic_score_gemma":0.16926117,"teacher_disagreement_score":0.12861072,"about_ca_system_score_codex":0.0063812085,"about_ca_system_score_gemma":0.0154467495,"threshold_uncertainty_score":0.25572425},"labels":[],"label_agreement":null},{"id":"W2605580890","doi":"","title":"A Quarter-century of Reliability in Communication Content Analyses: Simple Agreement and Chance-corrected Reliability in Three Top Journals","year":2014,"lang":"en","type":"article","venue":"","topic":"Public Relations and Crisis Communication","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":"Reliability (semiconductor); Quarter (Canadian coin); Simple (philosophy); Statistics; Content (measure theory); Computer science; Reliability engineering; Psychology; Mathematics; History; Engineering; Physics; Philosophy","score_opus":0.080106544153326,"score_gpt":0.3769426418428029,"score_spread":0.2968360976894769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605580890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84073025,0.008765431,0.11082017,0.012039821,0.002695767,0.0003672305,0.00075332454,0.0006051329,0.023222856],"genre_scores_gemma":[0.9863855,0.00032828157,0.010949839,0.00062851334,0.0005264217,0.0001189785,0.00019491969,0.0003346954,0.0005329318],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.63416,0.26482046,0.024910929,0.023871096,0.048762735,0.0034748283],"domain_scores_gemma":[0.14235932,0.7002663,0.022928154,0.06895615,0.062321734,0.003168329],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.31106815,0.0008912826,0.002084211,0.009639659,0.004428664,0.007123179,0.0039159358,0.0028451898,0.0017565942],"category_scores_gemma":[0.6255973,0.0017147354,0.0025072251,0.007153039,0.013926018,0.010902805,0.0075183795,0.006282557,0.0006042482],"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":[0.0017769324,0.00025198437,0.65259975,0.0011530153,0.005252785,0.0002760748,0.06570262,0.0027289798,0.0019424686,0.04785719,0.014388256,0.20606989],"study_design_scores_gemma":[0.00019542238,0.0007971314,0.80244046,0.0017505351,0.0016791071,0.0010267944,0.023009082,0.034489676,0.0077789617,0.1014194,0.024690963,0.0007225876],"about_ca_topic_score_codex":0.008608529,"about_ca_topic_score_gemma":0.013162508,"teacher_disagreement_score":0.9903603,"about_ca_system_score_codex":0.0032656933,"about_ca_system_score_gemma":0.004133542,"threshold_uncertainty_score":0.84957564},"labels":[],"label_agreement":null},{"id":"W2611127880","doi":"","title":"Hvad er (god) public service-journalistik?","year":2010,"lang":"da","type":"article","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Public service; Political science; Business; Public relations","score_opus":0.049868617646364286,"score_gpt":0.3323379774545931,"score_spread":0.2824693598082288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611127880","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034408405,0.021682285,0.0006543876,0.62578183,0.0070725204,0.000029697496,0.00030398145,0.00014287463,0.30992407],"genre_scores_gemma":[0.6549876,0.02039991,0.00086430775,0.082019575,0.0066292975,0.00008952216,0.00036074797,0.00020780074,0.23444125],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9965323,0.0017926882,0.000113938935,0.0002812697,0.0005186719,0.0007611081],"domain_scores_gemma":[0.9940539,0.0016728487,0.0007128291,0.00031559975,0.0005969102,0.002647985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034279746,0.00021154762,0.00036397556,0.00070376147,0.005087333,0.012474988,0.0005228591,0.0034080548,0.06479173],"category_scores_gemma":[0.011765186,0.00020572101,0.00021667418,0.0010957067,0.0044939895,0.0077657,0.0035695964,0.0040586204,0.010444727],"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":[0.00012672336,0.00024928254,0.005795258,0.000528408,0.000026563726,0.00077508047,0.037949912,0.000049627193,0.00070336537,0.1463531,0.7114235,0.09601917],"study_design_scores_gemma":[0.000025195803,0.00004553386,0.0057300804,0.00039287415,0.00000850921,0.00042693818,0.055150043,0.00006366364,0.00022343064,0.0150444135,0.9228636,0.000025725623],"about_ca_topic_score_codex":0.006586826,"about_ca_topic_score_gemma":0.011376822,"teacher_disagreement_score":0.06479173,"about_ca_system_score_codex":0.0037082992,"about_ca_system_score_gemma":0.005650529,"threshold_uncertainty_score":0.21674997},"labels":[],"label_agreement":null},{"id":"W2615459621","doi":"","title":"Finding Hope in Media Hype: The Challenges of Crisis Communications During Disease Outbreak","year":2017,"lang":"en","type":"article","venue":"WestminsterResearch (University of Westminster)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Crisis communication; Pandemic; Public health; Outbreak; News media; Political science; Public relations; Plague (disease); Journalism; Health communication; Media studies; Coronavirus disease 2019 (COVID-19); Disease; History; Sociology; Medicine; Infectious disease (medical specialty); Virology","score_opus":0.12139777082136227,"score_gpt":0.35516829323311905,"score_spread":0.23377052241175678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615459621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7719062,0.00449013,0.0023320094,0.09797428,0.0006114762,0.00007241172,0.00008964716,0.00004993724,0.12247395],"genre_scores_gemma":[0.9957339,0.0011054057,0.00019758349,0.0016932462,0.00013434901,0.000021986638,0.000016717366,0.000017284521,0.0010795577],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98822045,0.008718972,0.0002357154,0.000391596,0.0010339645,0.0013992324],"domain_scores_gemma":[0.9608476,0.028787658,0.0045306156,0.0012675961,0.0021366985,0.0024298627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009876176,0.00033898896,0.00030724207,0.002132003,0.014121318,0.017465938,0.0010350893,0.003224341,0.003995237],"category_scores_gemma":[0.03841563,0.00047350823,0.00035316206,0.002034305,0.019235292,0.021858154,0.008592823,0.0053216824,0.00044809407],"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":[0.000076386255,0.00008888061,0.012749555,0.0001959896,0.00002768068,0.0011175589,0.89876366,0.000105836,0.0002865202,0.054470334,0.008666625,0.023450851],"study_design_scores_gemma":[0.0000104420815,0.00003309612,0.008225915,0.00027331995,0.00001250786,0.00024164376,0.9567151,0.00017107594,0.0001545908,0.010100534,0.024035009,0.000026779519],"about_ca_topic_score_codex":0.012515409,"about_ca_topic_score_gemma":0.018042713,"teacher_disagreement_score":0.017465938,"about_ca_system_score_codex":0.0059157754,"about_ca_system_score_gemma":0.006051427,"threshold_uncertainty_score":0.052230835},"labels":[],"label_agreement":null},{"id":"W2616903627","doi":"10.29173/cais688","title":"The Facebook Revolution: An Exploratory Analysis of Public Pages during the Arab Political Unrest","year":2013,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Unrest; Politics; Social unrest; Political science; Humanities; Ethnology; Sociology; Art; Law","score_opus":0.048902154803290444,"score_gpt":0.28750769488160743,"score_spread":0.238605540078317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616903627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965011,0.00010962075,0.00022388856,0.00015542051,0.000007797059,0.00006800343,0.0005515671,0.000010557523,0.0023720812],"genre_scores_gemma":[0.99615306,0.00020104772,0.0007310958,0.00006428127,0.000026496004,0.00020328029,0.0008019859,0.000013440306,0.0018053203],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9991666,0.0004186377,0.00003808602,0.00006526948,0.00015949663,0.00015194144],"domain_scores_gemma":[0.9965333,0.0021672586,0.000540873,0.00021790188,0.00035300865,0.00018757947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011268046,0.00019383132,0.00025339253,0.0038896424,0.0015866901,0.0018579644,0.00029174198,0.0005217151,0.0014133352],"category_scores_gemma":[0.00370423,0.00017580055,0.0001680636,0.0031064763,0.0011947545,0.001492364,0.0015236621,0.00045296372,0.0003668488],"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":[0.00033756334,0.00025564982,0.2915288,0.00045683648,0.000041752715,0.002695914,0.63283396,0.00021616233,0.0069471993,0.0027673105,0.0060254266,0.05589348],"study_design_scores_gemma":[0.0000075383373,0.00013357474,0.48972955,0.00016814836,0.000017014057,0.0008589558,0.4841519,0.0006615072,0.0013678138,0.0005683928,0.022303233,0.000032491425],"about_ca_topic_score_codex":0.0042236866,"about_ca_topic_score_gemma":0.01158269,"teacher_disagreement_score":0.0042236866,"about_ca_system_score_codex":0.0006815883,"about_ca_system_score_gemma":0.0006180168,"threshold_uncertainty_score":0.008398175},"labels":[],"label_agreement":null},{"id":"W2620108925","doi":"","title":"Public service-rapport misser faktor i medieudviklingen","year":2016,"lang":"en","type":"article","venue":"","topic":"Public Relations and Crisis Communication","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":"World Federation of Science Journalists","funders":"","keywords":"Service (business); Public service; Business; Political science; Public relations; Marketing","score_opus":0.14010508874925903,"score_gpt":0.33099732934869597,"score_spread":0.19089224059943694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620108925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5488165,0.008733629,0.004035908,0.08760487,0.0044760252,0.00017104656,0.0008623186,0.00059238466,0.34470725],"genre_scores_gemma":[0.9607925,0.0018002989,0.0007712864,0.0026650233,0.00036756718,0.0000779393,0.00025315967,0.00010494873,0.033167385],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934309,0.003405693,0.00032469005,0.0003869635,0.0009478754,0.0015038479],"domain_scores_gemma":[0.9911101,0.004016172,0.0016286896,0.00049725047,0.0011430882,0.0016047378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004072951,0.00089815154,0.0005843385,0.0019792656,0.008805168,0.008442828,0.00072380074,0.0037913078,0.043883074],"category_scores_gemma":[0.017252896,0.00042035416,0.00041002373,0.0013878696,0.0027975368,0.006252611,0.008035536,0.0058391937,0.011150358],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011756554,0.0011957563,0.05842226,0.0011689096,0.00020859102,0.01318948,0.32096943,0.0008424738,0.0024135644,0.07502065,0.2812755,0.24411772],"study_design_scores_gemma":[0.00009262089,0.0005173916,0.03132689,0.0015405047,0.00013533997,0.013029804,0.5034837,0.0015185949,0.0025570288,0.014403844,0.43121347,0.00018083894],"about_ca_topic_score_codex":0.0025212995,"about_ca_topic_score_gemma":0.0034572163,"teacher_disagreement_score":0.043883074,"about_ca_system_score_codex":0.0029421917,"about_ca_system_score_gemma":0.003125324,"threshold_uncertainty_score":0.14680356},"labels":[],"label_agreement":null},{"id":"W2620679740","doi":"","title":"How Do Multiple Topics in Terse Tweets Affect Retweeting? Evidence from the 2013 Colorado Floods","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Affect (linguistics); Computer science; Data science; Psychology","score_opus":0.04435476702971626,"score_gpt":0.32362317851267836,"score_spread":0.2792684114829621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620679740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99555355,0.00024676396,0.00015123558,0.00077829923,0.000015945496,0.0000095245505,0.00028602578,0.0000034039592,0.0029553077],"genre_scores_gemma":[0.998511,0.00029078906,0.00010044141,0.000080367456,0.000036284262,0.000015621941,0.00033317707,0.0000068520208,0.0006254191],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987828,0.00044183026,0.00008955079,0.00022720602,0.00024544675,0.0002132348],"domain_scores_gemma":[0.9688761,0.018823493,0.007778028,0.0009831227,0.002449388,0.0010898212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002158839,0.00021925988,0.0003347557,0.0012049628,0.0014962914,0.0022552963,0.00041011404,0.00081861275,0.003016106],"category_scores_gemma":[0.021325823,0.00032663907,0.0002698975,0.0016133708,0.0007344542,0.0023174777,0.0012927534,0.0011201821,0.0005441684],"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":[0.0005844548,0.00024739938,0.95597446,0.00012588018,0.00016085754,0.0003687158,0.021872243,0.00028192395,0.0012019542,0.0008831146,0.0016606831,0.016638448],"study_design_scores_gemma":[0.0000056312233,0.000037010235,0.98722976,0.00003284593,0.000053120086,0.000045951172,0.009729752,0.00046377096,0.00026624382,0.00034018725,0.0017819542,0.000013717511],"about_ca_topic_score_codex":0.02189865,"about_ca_topic_score_gemma":0.034635503,"teacher_disagreement_score":0.02189865,"about_ca_system_score_codex":0.0008487586,"about_ca_system_score_gemma":0.00051035325,"threshold_uncertainty_score":0.043542385},"labels":[],"label_agreement":null},{"id":"W2624057869","doi":"10.15173/mjc.v9i0.275","title":"The Hamilton Philharmonic Orchestra: Building an Online Community","year":2013,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","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":"McMaster University","funders":"","keywords":"Software deployment; Social media; Plan (archaeology); Online community; Value (mathematics); Public relations; Computer science; Sociology; Multimedia; Political science; World Wide Web; History","score_opus":0.10163507673430117,"score_gpt":0.35505453677881177,"score_spread":0.2534194600445106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624057869","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5410435,0.0010009939,0.09248121,0.011713156,0.00086807186,0.0013750625,0.0001420131,0.002003041,0.34937292],"genre_scores_gemma":[0.9253467,0.00044341886,0.044734985,0.00086011516,0.00018463678,0.00034679685,0.0001395853,0.00024828326,0.027695386],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99543625,0.0027429345,0.00006272044,0.0003342026,0.00091845787,0.0005054075],"domain_scores_gemma":[0.99113476,0.0033189133,0.00051009655,0.0011735477,0.0006642658,0.003198392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048917797,0.0004086036,0.00020521421,0.0012015696,0.0069684605,0.0040527284,0.0015448572,0.0010682452,0.011446481],"category_scores_gemma":[0.010954565,0.00034676233,0.00028706147,0.000820616,0.0047450736,0.0069248355,0.011579142,0.0010859588,0.0022075577],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071665505,0.0015098014,0.02195787,0.0006643677,0.00007607706,0.0017540863,0.10630184,0.0026506432,0.0071513196,0.15606643,0.07534955,0.6258013],"study_design_scores_gemma":[0.00038150736,0.001638638,0.010589997,0.00040854365,0.00008532229,0.0008706028,0.12722874,0.01245755,0.005686531,0.03861249,0.8018882,0.00015181329],"about_ca_topic_score_codex":0.0077822483,"about_ca_topic_score_gemma":0.01632513,"teacher_disagreement_score":0.011446481,"about_ca_system_score_codex":0.0015192999,"about_ca_system_score_gemma":0.004101793,"threshold_uncertainty_score":0.03829229},"labels":[],"label_agreement":null},{"id":"W2625201678","doi":"10.1177/0899764017713724","title":"Speaking and Being Heard: How Nonprofit Advocacy Organizations Gain Attention on Social Media","year":2017,"lang":"en","type":"article","venue":"Nonprofit and Voluntary Sector Quarterly","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":201,"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":"George Washington University","keywords":"Nonprofit organization; Public relations; Social media; Nonprofit sector; Test (biology); Joins; Political science; Computer science","score_opus":0.03232534792187143,"score_gpt":0.30126059017326373,"score_spread":0.2689352422513923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625201678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98634726,0.00022642742,0.00040432127,0.002204698,0.000013937188,0.000018270903,0.00020376612,0.000013193137,0.010568027],"genre_scores_gemma":[0.9989906,0.00008836766,0.00007946869,0.00016632787,0.00001981204,0.000007298541,0.00008875084,0.000005514111,0.00055391627],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985794,0.00066235894,0.000044976063,0.00021952877,0.00018555042,0.0003081566],"domain_scores_gemma":[0.97745603,0.015145971,0.004206167,0.00071580155,0.00091811526,0.0015579064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021824723,0.00021715545,0.00031983477,0.0015249096,0.0007297063,0.0038116288,0.00060226227,0.001205794,0.005703046],"category_scores_gemma":[0.020877391,0.00021820003,0.00034057366,0.0014055938,0.0012641107,0.0051141493,0.0016168761,0.001318558,0.00078196084],"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":[0.00032734848,0.000653127,0.9280064,0.00011571372,0.00018568525,0.00027779306,0.016752979,0.001448343,0.0015772743,0.005106372,0.0032915992,0.042257376],"study_design_scores_gemma":[0.000027125876,0.00014472025,0.96727186,0.00006245723,0.0000885709,0.00011170089,0.016997822,0.005778992,0.0005068663,0.005761377,0.0032143656,0.00003422145],"about_ca_topic_score_codex":0.013885987,"about_ca_topic_score_gemma":0.012797908,"teacher_disagreement_score":0.013885987,"about_ca_system_score_codex":0.0011922955,"about_ca_system_score_gemma":0.0004695782,"threshold_uncertainty_score":0.027610302},"labels":[],"label_agreement":null},{"id":"W2626278721","doi":"10.15173/mjc.v9i0.274","title":"The Natural Path to Social Media: Assessing the Implications of Social Media in Relationship Management and Audience Engagement for Naturopathic Doctors","year":2013,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","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":"Naturopathy; Perception; Public relations; Social media; Face (sociological concept); Natural (archaeology); Media coverage; Psychology; Sociology; Social psychology; Political science; Medicine; Alternative medicine; Media studies; Social science; Law","score_opus":0.06132830298804097,"score_gpt":0.35825719633654346,"score_spread":0.2969288933485025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626278721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98919964,0.00020705827,0.00035995903,0.001048423,0.000013854826,0.00023729661,0.000025308063,0.0000039823963,0.008904566],"genre_scores_gemma":[0.99818593,0.00023060429,0.0004599929,0.00015554097,0.00001031424,0.0003252476,0.000013221106,0.0000030983026,0.00061598484],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98051584,0.015999947,0.000574553,0.00047885603,0.0014878983,0.0009429963],"domain_scores_gemma":[0.91017383,0.07557875,0.0070261373,0.0011536658,0.0029906027,0.003077051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017583381,0.00025139883,0.0003259836,0.0022045108,0.0044169985,0.0060086343,0.0010219285,0.0013531484,0.005376825],"category_scores_gemma":[0.06394716,0.00045793495,0.00046563832,0.0013040309,0.0037674445,0.0057012457,0.0060124546,0.0019646315,0.00040729032],"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":[0.0008458416,0.0026524684,0.22818704,0.0011104274,0.00009945898,0.0004778563,0.6844138,0.00018987899,0.00097547076,0.005043531,0.0006776106,0.075326584],"study_design_scores_gemma":[0.00011150914,0.0015823229,0.20380028,0.0006767304,0.0001249887,0.00018613903,0.78390235,0.0008874727,0.0005968922,0.002072509,0.0060173697,0.000041486877],"about_ca_topic_score_codex":0.0031476126,"about_ca_topic_score_gemma":0.005904043,"teacher_disagreement_score":0.017583381,"about_ca_system_score_codex":0.0035747376,"about_ca_system_score_gemma":0.0040001203,"threshold_uncertainty_score":0.092990935},"labels":[],"label_agreement":null},{"id":"W268177592","doi":"10.1007/978-3-642-55024-9_4","title":"Entwicklungsstand und Perspektiven der Nachhaltigkeitsberichterstattung im Internet","year":2014,"lang":"de","type":"book-chapter","venue":"Management-Reihe Corporate Social Responsibility","topic":"Public Relations and Crisis Communication","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":"Nexen (Canada)","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.06695760067463301,"score_gpt":0.32390896368261635,"score_spread":0.2569513630079833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W268177592","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17928652,0.044240266,0.021459993,0.013336053,0.00067881966,0.00008561299,0.0003862713,0.00024323277,0.7402832],"genre_scores_gemma":[0.8224038,0.041176572,0.0071004396,0.0007628688,0.0003671367,0.00012583284,0.00032541866,0.00015421641,0.12758376],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99919206,0.00027332397,0.000037251284,0.00008587244,0.00029475655,0.00011660255],"domain_scores_gemma":[0.99840313,0.0010213213,0.00014483725,0.00010485528,0.00023187367,0.00009404018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012916747,0.00035809612,0.00016682273,0.0010490987,0.00076273346,0.0050178133,0.0005106068,0.0011370963,0.008689053],"category_scores_gemma":[0.0033245508,0.00026785006,0.00029269198,0.0017185541,0.0014150519,0.005015476,0.0011687401,0.0022370908,0.0018779775],"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":[0.0001364339,0.00029032712,0.013122883,0.00025683208,0.00002983566,0.00033252602,0.008006986,0.0050488734,0.0024613005,0.34272295,0.024585878,0.60300523],"study_design_scores_gemma":[0.000034588284,0.0003140477,0.058149803,0.0016262071,0.00011106062,0.0015273581,0.017505676,0.011750852,0.010806599,0.4125389,0.4855222,0.000112737944],"about_ca_topic_score_codex":0.0035243512,"about_ca_topic_score_gemma":0.0035933568,"teacher_disagreement_score":0.008689053,"about_ca_system_score_codex":0.0020472256,"about_ca_system_score_gemma":0.0014327884,"threshold_uncertainty_score":0.029067755},"labels":[],"label_agreement":null},{"id":"W2724528690","doi":"10.1108/ccij-02-2016-0022","title":"Crisis communication adaptation strategies in the MM&amp;A train explosion in Lac-Mégantic downtown","year":2017,"lang":"en","type":"article","venue":"Corporate Communications An International Journal","topic":"Public Relations and Crisis Communication","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":"Université de Sherbrooke","funders":"","keywords":"Downtown; Context (archaeology); Public relations; Crisis management; Crisis communication; Adaptation (eye); Order (exchange); Plan (archaeology); Political science; Business; Psychology; Geography","score_opus":0.27987089954274946,"score_gpt":0.4318422366957949,"score_spread":0.15197133715304545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724528690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855379,0.00018850177,0.00060544733,0.0020850846,0.000038599435,0.0001169159,0.00007864131,0.00001972512,0.011329145],"genre_scores_gemma":[0.9926565,0.00019361915,0.00048713348,0.000410194,0.0000071096265,0.000077626864,0.00006954878,0.000010091566,0.006088138],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9982698,0.00073392974,0.00003640647,0.00014704514,0.00028544347,0.00052725425],"domain_scores_gemma":[0.9970362,0.00088932633,0.0003164817,0.00009728573,0.0009122225,0.0007484034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019094569,0.00033191784,0.00022755156,0.00090772007,0.010626681,0.0038944061,0.0013414634,0.0012149445,0.0028955084],"category_scores_gemma":[0.004213419,0.00023980024,0.00012934388,0.0011719832,0.0046848166,0.0010622997,0.0035125313,0.0016685852,0.00018606886],"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":[0.00015860834,0.0001384963,0.03919511,0.00019091649,0.000018062658,0.00636578,0.91002554,0.0007224295,0.002748428,0.0032594637,0.007265665,0.02991152],"study_design_scores_gemma":[0.000006587444,0.000037449547,0.029162994,0.00007340731,0.0000055352098,0.00016864284,0.9474354,0.0002999791,0.00027406187,0.00015366722,0.022360224,0.000022105456],"about_ca_topic_score_codex":0.77348906,"about_ca_topic_score_gemma":0.9139573,"teacher_disagreement_score":0.22651094,"about_ca_system_score_codex":0.037317403,"about_ca_system_score_gemma":0.028188057,"threshold_uncertainty_score":0.4556898},"labels":[],"label_agreement":null},{"id":"W2724901294","doi":"10.15273/dmj.vol43no2.7062","title":"The challenge of breaking bad news","year":2017,"lang":"en","type":"article","venue":"Dalhousie Medical Journal","topic":"Public Relations and Crisis Communication","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":"Dalhousie University","funders":"","keywords":"Business; Computer security; Internet privacy; Computer science","score_opus":0.0366190064164279,"score_gpt":0.36430099259051724,"score_spread":0.32768198617408933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724901294","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027579297,0.0061958446,0.00047142289,0.96652395,0.009295602,0.000012568867,0.000045247205,0.00006712866,0.014630257],"genre_scores_gemma":[0.22250292,0.03333589,0.0024529453,0.67142963,0.04058845,0.00014439311,0.00022884306,0.0003728,0.02894414],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98573154,0.008836241,0.0005216867,0.00073805486,0.0017999073,0.0023724937],"domain_scores_gemma":[0.9283079,0.031731326,0.0051536663,0.0024232157,0.00896245,0.023421388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016234972,0.0007622655,0.0010384811,0.0020058441,0.015213855,0.01811217,0.0019221699,0.016047027,0.022130422],"category_scores_gemma":[0.086521655,0.0005164195,0.0006888,0.00097177894,0.014979282,0.020946475,0.008001889,0.029546058,0.008477107],"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":[0.00009318159,0.00013021885,0.002239391,0.00027308727,0.00007022322,0.0017988316,0.018490965,0.00014990772,0.00012914832,0.0308204,0.85543984,0.090364814],"study_design_scores_gemma":[0.00007088907,0.000153095,0.0019916496,0.0016407351,0.000038570957,0.0024098377,0.09183021,0.0003279191,0.0001564542,0.07675986,0.8244999,0.00012091157],"about_ca_topic_score_codex":0.0057726144,"about_ca_topic_score_gemma":0.0070375763,"teacher_disagreement_score":0.022130422,"about_ca_system_score_codex":0.0045042923,"about_ca_system_score_gemma":0.009411189,"threshold_uncertainty_score":0.085859776},"labels":[],"label_agreement":null},{"id":"W2728128569","doi":"10.35502/jcswb.45","title":"Mobilizing the CSWB measurement community: Reflections from the Interactive National Dialogue on Research, Evaluation, and Analysis of Hub/Situation Tables in Canada (January 24–25, 2017: Toronto)","year":2017,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Public Relations and Crisis Communication","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":"University of Saskatchewan","funders":"","keywords":"Media studies; Library science; Operations research; Sociology; Political science; Regional science; Computer science; Engineering","score_opus":0.17805773730161975,"score_gpt":0.4273960544649196,"score_spread":0.24933831716329982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728128569","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42421442,0.005619813,0.007920828,0.47739884,0.0032456752,0.00148914,0.0028496454,0.00026102786,0.077000625],"genre_scores_gemma":[0.94096303,0.0020782286,0.008786319,0.022036575,0.00028226394,0.00069718703,0.00065258576,0.00036371712,0.024140239],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.95784825,0.018648757,0.0013814818,0.0027398458,0.010911301,0.008470322],"domain_scores_gemma":[0.91455185,0.02485797,0.0024326048,0.0029773405,0.03687194,0.018308233],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.075684175,0.00063347066,0.00095559395,0.0031161474,0.047177564,0.020925343,0.0050956635,0.004451255,0.004612772],"category_scores_gemma":[0.06625565,0.00135133,0.000615023,0.0071383943,0.023154372,0.0047939727,0.014380606,0.013691615,0.0004205151],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000116792035,0.0001285058,0.022646008,0.00028185186,0.000032343145,0.00045823323,0.81205595,0.00054369314,0.00080356817,0.017872049,0.09358624,0.051474717],"study_design_scores_gemma":[0.000012415209,0.000040175135,0.03983886,0.00046988734,0.000015829322,0.000039316626,0.7782341,0.00023603547,0.00041022233,0.0013756822,0.17923851,0.00008903805],"about_ca_topic_score_codex":0.9929605,"about_ca_topic_score_gemma":0.997382,"teacher_disagreement_score":0.9243158,"about_ca_system_score_codex":0.30511782,"about_ca_system_score_gemma":0.5060207,"threshold_uncertainty_score":0.8059648},"labels":[],"label_agreement":null},{"id":"W2731662169","doi":"10.1109/icse-seis.2017.8","title":"Crowdsourced Exploration of Mobile App Features: A Case Study of the Fort McMurray Wildfire","year":2017,"lang":"en","type":"article","venue":"","topic":"Public Relations and Crisis Communication","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 Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates - Technology Futures","keywords":"Crowdsourcing; Computer science; Social media; World Wide Web; Mobile apps; Feature (linguistics); Mobile device; Set (abstract data type); App store; Data science; Internet privacy","score_opus":0.057454153431876646,"score_gpt":0.3765800409433377,"score_spread":0.31912588751146104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731662169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99173975,0.00020267579,0.0021311876,0.0008122052,0.00002436684,0.00026424,0.0007787925,0.00012758693,0.003919104],"genre_scores_gemma":[0.98245126,0.00025738415,0.0113090165,0.00036626833,0.00002388062,0.00024309312,0.0009323619,0.00007209336,0.004344716],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99832803,0.0006280117,0.00007234653,0.00024420305,0.0005333021,0.00019417056],"domain_scores_gemma":[0.9925029,0.005436426,0.0004942568,0.00045447284,0.000698234,0.00041382707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020391364,0.0007240377,0.00044333888,0.0022256179,0.0034771138,0.0012767749,0.0012511935,0.001599031,0.0011657375],"category_scores_gemma":[0.0070213773,0.00025735906,0.00051778206,0.0018770305,0.0015507207,0.0017534982,0.0015649579,0.0010033069,0.00032294195],"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":[0.0014709317,0.0023733976,0.2670034,0.0022126539,0.0002912324,0.059128378,0.36140487,0.010175524,0.026368974,0.004022907,0.032379318,0.23316842],"study_design_scores_gemma":[0.00016285092,0.0011673308,0.28444448,0.0007561411,0.00023661801,0.008137054,0.4891062,0.054863773,0.012470905,0.004032854,0.14423999,0.00038181822],"about_ca_topic_score_codex":0.0623564,"about_ca_topic_score_gemma":0.19286364,"teacher_disagreement_score":0.9376436,"about_ca_system_score_codex":0.0018670238,"about_ca_system_score_gemma":0.0017807133,"threshold_uncertainty_score":0.1239869},"labels":[],"label_agreement":null},{"id":"W2734560136","doi":"10.4018/978-1-5225-2823-4.ch004","title":"Organizing, Organizations, and the Role of Social Media Conversations","year":2017,"lang":"en","type":"book-chapter","venue":"Advances in business strategy and competitive advantage book series","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Conceptualization; Organizational identity; Negotiation; Organizational communication; Sociology; Public relations; Stakeholder; Social media; Conversation; Identity (music); Context (archaeology); Social identity theory; Organizational theory; Political science; Organizational commitment; Management; Social group; Social science; Linguistics; Communication","score_opus":0.007866934765112259,"score_gpt":0.2590585463575303,"score_spread":0.25119161159241804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734560136","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034150638,0.028864825,0.012229456,0.019875359,0.0009547258,0.00007469063,0.0000772811,0.00017130886,0.90360177],"genre_scores_gemma":[0.8188542,0.023429485,0.0063893897,0.0023847495,0.0013053225,0.00029372587,0.00014737475,0.000168517,0.14702718],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99840504,0.0009621287,0.000032978074,0.00012332805,0.00031280817,0.0001637639],"domain_scores_gemma":[0.9981937,0.0013678961,0.00012728502,0.00007654444,0.00007077084,0.00016375344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017538036,0.00041331866,0.00019295138,0.0013862705,0.0042721555,0.010501116,0.00078663195,0.0013332264,0.0056222035],"category_scores_gemma":[0.0022787298,0.00022144361,0.00017986329,0.001934553,0.008547235,0.008462675,0.0034994707,0.0015716912,0.0008727567],"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":[0.000012066648,0.000019658899,0.00028980954,0.00009481944,0.0000033067251,0.000119817516,0.036065884,0.00023018644,0.0002835,0.9150513,0.009615936,0.038213734],"study_design_scores_gemma":[0.000010233739,0.000018122195,0.00087569474,0.0003953709,0.0000054036955,0.00014370366,0.03906371,0.0005858249,0.0004667424,0.29604322,0.66237694,0.00001500776],"about_ca_topic_score_codex":0.0025154278,"about_ca_topic_score_gemma":0.0027434665,"teacher_disagreement_score":0.010501116,"about_ca_system_score_codex":0.0027280413,"about_ca_system_score_gemma":0.0025187763,"threshold_uncertainty_score":0.01979345},"labels":[],"label_agreement":null},{"id":"W2739457867","doi":"10.2495/safe-v7-n3-313-323","title":"Social media during multi-hazard disasters: Lessons from the Kaikoura earthquake 2016","year":2017,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Public Relations and Crisis Communication","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":"Hazard; Poison control; Forensic engineering; Computer security; Medical emergency; Computer science; Engineering; Medicine; Chemistry","score_opus":0.03081246055929686,"score_gpt":0.3223654452639334,"score_spread":0.29155298470463653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739457867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9572304,0.006449736,0.0005351674,0.016105976,0.00029701056,0.0001480081,0.0006502024,0.00002312771,0.018560383],"genre_scores_gemma":[0.9834399,0.010938369,0.00089845114,0.00094691955,0.00023236574,0.00007004191,0.00029538653,0.000025634357,0.0031529462],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99933714,0.00026723984,0.00004781455,0.000055975666,0.0001151279,0.00017676571],"domain_scores_gemma":[0.9971437,0.0013704103,0.0005002248,0.00011488801,0.0005568769,0.000313882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017430468,0.00042395445,0.00030102363,0.0019229137,0.0023787888,0.002466611,0.00073270896,0.0011421677,0.0015383859],"category_scores_gemma":[0.0045676157,0.00026789168,0.00038601444,0.0027424686,0.0020154074,0.004502462,0.002292988,0.0016248565,0.00030762015],"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":[0.00022964554,0.00030970128,0.09195542,0.002613916,0.00010391111,0.009579937,0.7278711,0.0004317371,0.0015301192,0.004537666,0.014107298,0.14672948],"study_design_scores_gemma":[0.000013353171,0.00013571975,0.19585674,0.001580017,0.00009794545,0.00093650457,0.7603133,0.0003729619,0.00040194605,0.0017532213,0.038485937,0.000052351374],"about_ca_topic_score_codex":0.07522497,"about_ca_topic_score_gemma":0.21997413,"teacher_disagreement_score":0.07522497,"about_ca_system_score_codex":0.003070879,"about_ca_system_score_gemma":0.0032787977,"threshold_uncertainty_score":0.14957422},"labels":[],"label_agreement":null},{"id":"W2751433540","doi":"10.3747/co.24.3531","title":"Communication and Informed Consent ... a Story","year":2017,"lang":"en","type":"article","venue":"Current Oncology","topic":"Public Relations and Crisis Communication","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":"Medicine; Informed consent; Internet privacy; Family medicine; Alternative medicine; Computer science; Pathology","score_opus":0.2598397734241317,"score_gpt":0.5122911716435244,"score_spread":0.2524513982193927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751433540","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011488456,0.007562933,0.05322109,0.774488,0.0079751015,0.004044363,0.0011028334,0.00021661431,0.13990055],"genre_scores_gemma":[0.50619394,0.016479865,0.061306633,0.27037746,0.007532957,0.01442639,0.0018074632,0.00022928092,0.121646],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9211713,0.066678874,0.0031729802,0.0016399709,0.0050086714,0.002328186],"domain_scores_gemma":[0.9266049,0.045116797,0.0036991464,0.011632718,0.008130361,0.004816005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.055245183,0.0007431251,0.0009703286,0.0007923907,0.0053933444,0.0053081955,0.0018904347,0.01325181,0.020289745],"category_scores_gemma":[0.13391325,0.0006603336,0.00094741315,0.0007334239,0.0121115465,0.0072770454,0.005562089,0.016166708,0.007136356],"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":[0.00043925407,0.00018887002,0.0008969842,0.0006913337,0.000050387316,0.0034563357,0.040603053,0.00041167036,0.0016508766,0.3607358,0.51393676,0.07693869],"study_design_scores_gemma":[0.00012456709,0.00013550714,0.00080728135,0.0012216864,0.00002149763,0.0033097141,0.009392726,0.00041256956,0.000836195,0.16052604,0.8231256,0.00008667991],"about_ca_topic_score_codex":0.0015661803,"about_ca_topic_score_gemma":0.0017729155,"teacher_disagreement_score":0.055245183,"about_ca_system_score_codex":0.0028042027,"about_ca_system_score_gemma":0.01607545,"threshold_uncertainty_score":0.2921679},"labels":[],"label_agreement":null},{"id":"W2752268817","doi":"10.5815/ijmecs.2017.08.05","title":"Building a Natural Disaster Management System based on Blogging Platforms","year":2017,"lang":"en","type":"article","venue":"International Journal of Modern Education and Computer Science","topic":"Public Relations and Crisis Communication","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":"Trinity College","funders":"","keywords":"Computer science; Social media; Microblogging; Information sharing; World Wide Web; Social network (sociolinguistics); Natural disaster; Data science; Natural (archaeology); Internet privacy","score_opus":0.01879207332595812,"score_gpt":0.3496435373488187,"score_spread":0.3308514640228606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752268817","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34393665,0.00088473107,0.46907422,0.0018168659,0.0012108061,0.0028275184,0.005766022,0.12267071,0.05181242],"genre_scores_gemma":[0.64262193,0.0006464713,0.3116209,0.00061702845,0.00021584572,0.0010883998,0.008100753,0.0010187064,0.03407],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999582,0.00006265157,0.000047132948,0.00011937101,0.00012755531,0.00006134973],"domain_scores_gemma":[0.99939585,0.00011393468,0.000048507143,0.00014961585,0.00015425582,0.00013787806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000720451,0.00070985674,0.0006876398,0.0014742658,0.0014368062,0.0015241723,0.0011840882,0.0006949453,0.0043377914],"category_scores_gemma":[0.0010819739,0.00042843158,0.0005801506,0.00083463406,0.0002761953,0.0028767362,0.0019113098,0.0007717295,0.0026005767],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017185361,0.002474994,0.059710246,0.0017491652,0.0005658045,0.0076497733,0.004398871,0.015102839,0.11286072,0.008139312,0.123904906,0.66172475],"study_design_scores_gemma":[0.00042120775,0.0014519858,0.060804944,0.00043164322,0.0007077925,0.0031871446,0.0065071285,0.49739462,0.09368288,0.015796196,0.31905368,0.0005607184],"about_ca_topic_score_codex":0.0021145158,"about_ca_topic_score_gemma":0.0031578525,"teacher_disagreement_score":0.0043377914,"about_ca_system_score_codex":0.00027346186,"about_ca_system_score_gemma":0.00075804023,"threshold_uncertainty_score":0.014511347},"labels":[],"label_agreement":null},{"id":"W2757384193","doi":"10.21810/strm.v9i1.248","title":"Positioning Myself Between West and East","year":2017,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Public Relations and Crisis Communication","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":"Simon Fraser University","funders":"","keywords":"Reflexive pronoun; Sociology; Context (archaeology); Epistemology; Social science; Media studies; Social psychology; Psychology; History","score_opus":0.03746013015831567,"score_gpt":0.38702101187222887,"score_spread":0.3495608817139132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2757384193","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11222698,0.010410782,0.020999875,0.516705,0.025777055,0.00014814216,0.00020053844,0.00029549716,0.31323618],"genre_scores_gemma":[0.75645775,0.0054847067,0.006804305,0.07266521,0.003594774,0.0001550604,0.00012753461,0.00038739215,0.15432332],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9973137,0.0012987382,0.00007926941,0.00054810126,0.0003585051,0.00040167556],"domain_scores_gemma":[0.9972542,0.00059944106,0.0004451529,0.00022723286,0.0007436911,0.0007303665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033107812,0.0006322788,0.00043455037,0.0009654817,0.006450706,0.009403319,0.00081306515,0.0031485343,0.010287243],"category_scores_gemma":[0.009289228,0.00034307572,0.00034866526,0.0009154715,0.010096075,0.00977052,0.004184741,0.007804404,0.0066239936],"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":[0.00012849241,0.000042600415,0.0051650805,0.0001719216,0.000033511835,0.0005165539,0.38670948,0.00012711369,0.0016188088,0.42676792,0.14500001,0.03371861],"study_design_scores_gemma":[0.000019434909,0.00006291736,0.0012378251,0.00038187084,0.000020627615,0.0005109132,0.22906421,0.00020808946,0.00058410503,0.04910121,0.7187576,0.0000510366],"about_ca_topic_score_codex":0.0037162474,"about_ca_topic_score_gemma":0.0041117547,"teacher_disagreement_score":0.010287243,"about_ca_system_score_codex":0.0025915203,"about_ca_system_score_gemma":0.002068158,"threshold_uncertainty_score":0.03441429},"labels":[],"label_agreement":null},{"id":"W2764254282","doi":"10.2495/safe-v7-n3-337-351","title":"Homeland security and emergency management in institutions of higher education (IHE): Texas case study","year":2017,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Public Relations and Crisis Communication","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":"Homeland security; Emergency management; Homeland; Medical emergency; Political science; Computer security; Poison control; Medicine; Computer science; Law; Terrorism","score_opus":0.02334788464468107,"score_gpt":0.3564953126120482,"score_spread":0.3331474279673671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2764254282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897447,0.00014126528,0.0011111496,0.0014787937,0.000022689434,0.0002524597,0.00011737309,0.000006467173,0.007125202],"genre_scores_gemma":[0.9907526,0.000530112,0.0026047556,0.00043906926,0.000022957594,0.00022337725,0.00007213344,0.0000045694333,0.005350448],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99859506,0.0006329257,0.00006409685,0.000119331875,0.00016167342,0.00042701958],"domain_scores_gemma":[0.9970553,0.0013182476,0.00044903503,0.0001562611,0.0003679063,0.0006532533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020484398,0.00025063322,0.00019458943,0.001061801,0.0067791743,0.0021089984,0.0011765698,0.0017892733,0.004306406],"category_scores_gemma":[0.0030185934,0.00022240385,0.00021678163,0.001930032,0.0020772456,0.0012373616,0.0025617492,0.0012916329,0.0002909986],"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":[0.00024827552,0.0030948112,0.20207225,0.0009232891,0.00004429383,0.09494285,0.5696925,0.0039937412,0.003481379,0.030306434,0.014404114,0.07679604],"study_design_scores_gemma":[0.000018009276,0.0004122225,0.040634815,0.00029519663,0.000017028739,0.008946782,0.9126768,0.0013975423,0.001373109,0.00080371177,0.03339425,0.000030506648],"about_ca_topic_score_codex":0.021518651,"about_ca_topic_score_gemma":0.048885204,"teacher_disagreement_score":0.021518651,"about_ca_system_score_codex":0.0047504045,"about_ca_system_score_gemma":0.0045716027,"threshold_uncertainty_score":0.042786777},"labels":[],"label_agreement":null},{"id":"W2770642269","doi":"10.1386/jspc.1.1.13_1","title":"Reality bytes: American and global culture in the era of infoglut","year":2017,"lang":"en","type":"article","venue":"Journal of Science & Popular Culture","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Retrenchment; Spell; Politics; Political economy; History; Positive economics; Political science; Sociology; Economics; Law; Public administration","score_opus":0.031633843087932115,"score_gpt":0.38916907773169324,"score_spread":0.35753523464376114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770642269","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33296356,0.0051297527,0.0008643057,0.1396401,0.0009658722,0.000015985768,0.000091061534,0.000049787326,0.52027965],"genre_scores_gemma":[0.98155606,0.001071745,0.000108741835,0.006370736,0.00024685962,0.000007736188,0.000017255936,0.000022839655,0.010598039],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9967655,0.0020054362,0.00007915879,0.00020455729,0.0004751217,0.00047015457],"domain_scores_gemma":[0.99542207,0.002143621,0.00062417414,0.00039022457,0.0005376588,0.00088229915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003541566,0.00021357494,0.00021114119,0.0012678782,0.011030552,0.0147671085,0.00053609465,0.002122852,0.011106266],"category_scores_gemma":[0.0058484245,0.0001613906,0.0001223056,0.0022126934,0.016568841,0.009231176,0.005262023,0.005608592,0.0006354752],"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":[0.000045116863,0.00006149325,0.0063094455,0.00005778145,0.000009657042,0.00041265943,0.4137526,0.000058177353,0.00038307754,0.51723593,0.03084848,0.030825647],"study_design_scores_gemma":[0.000009554948,0.000064892214,0.010469418,0.00021109743,0.000013469473,0.0003158942,0.43832278,0.00021644686,0.00028405097,0.04789943,0.5021364,0.000056574412],"about_ca_topic_score_codex":0.012511784,"about_ca_topic_score_gemma":0.015061357,"teacher_disagreement_score":0.0147671085,"about_ca_system_score_codex":0.00400715,"about_ca_system_score_gemma":0.0023084735,"threshold_uncertainty_score":0.037154138},"labels":[],"label_agreement":null},{"id":"W2773761847","doi":"","title":"Who Should Do The Talking? Communication Locus For An International Product Crisis","year":2017,"lang":"en","type":"article","venue":"International Business Research","topic":"Public Relations and Crisis Communication","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":"Multinational corporation; Business; Locus (genetics); Standardization; Corporation; Product (mathematics); Industrial organization; Finance; Political science; Law","score_opus":0.23375058206410507,"score_gpt":0.5180326016363507,"score_spread":0.28428201957224564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773761847","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30306226,0.0041237175,0.18786947,0.15932414,0.0016725244,0.00039767576,0.00016546137,0.00062693626,0.34275785],"genre_scores_gemma":[0.98403084,0.0006411083,0.010025198,0.0019614229,0.00023072372,0.000069612186,0.000031720865,0.000051362105,0.002958006],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9960834,0.0020392118,0.00018048212,0.0004542719,0.0007011773,0.0005413992],"domain_scores_gemma":[0.9866803,0.0049246885,0.0035256466,0.0006781208,0.001765203,0.002426076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007324539,0.00052332703,0.00056809484,0.0020385727,0.004795274,0.009617084,0.0015824663,0.0043978677,0.009143648],"category_scores_gemma":[0.022186417,0.00043528771,0.00047616923,0.00075565506,0.008250408,0.015161349,0.0039029205,0.0043186904,0.0013351421],"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":[0.00038268618,0.00029589667,0.03391534,0.00050300226,0.000073750096,0.00290176,0.12862517,0.0019919954,0.0035196138,0.68291926,0.014553995,0.13031746],"study_design_scores_gemma":[0.00013136838,0.0003743572,0.030692957,0.0014109404,0.00016786942,0.0033473198,0.28761047,0.010325486,0.002551389,0.5631445,0.09992777,0.00031558328],"about_ca_topic_score_codex":0.0012861044,"about_ca_topic_score_gemma":0.0008549555,"teacher_disagreement_score":0.009617084,"about_ca_system_score_codex":0.0023051603,"about_ca_system_score_gemma":0.004015561,"threshold_uncertainty_score":0.038736284},"labels":[],"label_agreement":null},{"id":"W2775963441","doi":"","title":"Crisis Management Research","year":2012,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science","score_opus":0.04425184854796569,"score_gpt":0.33290304453050423,"score_spread":0.2886511959825385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775963441","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027887584,0.059060752,0.001603442,0.1590754,0.020829517,0.00019028991,0.001557663,0.00017292435,0.7547212],"genre_scores_gemma":[0.06922874,0.100892775,0.0021818257,0.017413579,0.021108182,0.0004556068,0.0027816975,0.0002164576,0.78572106],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973189,0.0010504016,0.00018412326,0.00035857758,0.00082046236,0.0002675362],"domain_scores_gemma":[0.98922217,0.0030202859,0.0005277629,0.0009863324,0.004776782,0.0014667549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005714202,0.0007457511,0.0009175534,0.0063462663,0.0034164183,0.00914167,0.0012224766,0.003784377,0.2676755],"category_scores_gemma":[0.013721455,0.00027744577,0.0005198588,0.006234865,0.0024650663,0.0063782195,0.002714229,0.002577564,0.048308637],"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":[0.000050542243,0.000084094165,0.0005110626,0.0007300353,0.000011637817,0.000077361685,0.0012068021,0.00011187461,0.00029073353,0.08693415,0.7683291,0.14166255],"study_design_scores_gemma":[0.000008978598,0.00002285173,0.0012047978,0.0010642346,0.0000057055877,0.000056163033,0.0018324202,0.000069248796,0.000099228,0.012160231,0.9834696,0.0000065132144],"about_ca_topic_score_codex":0.0057081534,"about_ca_topic_score_gemma":0.006555418,"teacher_disagreement_score":0.2676755,"about_ca_system_score_codex":0.0054219067,"about_ca_system_score_gemma":0.009182576,"threshold_uncertainty_score":0.8954637},"labels":[],"label_agreement":null},{"id":"W2781587116","doi":"10.1080/23736992.2017.1401931","title":"Ethical Decision Making and Reputation Management in Public Relations","year":2018,"lang":"en","type":"article","venue":"Journal of Media Ethics","topic":"Public Relations and Crisis Communication","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":"Université du Québec à Montréal","funders":"","keywords":"Reputation; Management science; Conceptual framework; Engineering ethics; Set (abstract data type); Field (mathematics); Conceptual model; Ethical decision; Weighting; Knowledge management; Computer science; Sociology; Engineering; Social science","score_opus":0.11434416949199228,"score_gpt":0.44704415108361134,"score_spread":0.33269998159161907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781587116","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21002641,0.0056509767,0.2436587,0.07566337,0.00061589776,0.00035483288,0.00006596851,0.00016992148,0.4637939],"genre_scores_gemma":[0.9844732,0.0005104484,0.009705829,0.00043998787,0.00013099464,0.00007530026,0.000010224464,0.000017619448,0.0046363194],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.95006293,0.0404354,0.0011768946,0.0019512482,0.004263672,0.002109899],"domain_scores_gemma":[0.9289693,0.0481133,0.01023902,0.0047616,0.004658867,0.0032577713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.040007226,0.0005877382,0.0005465262,0.0032990337,0.0077749942,0.018717296,0.0018235295,0.00622116,0.0052070776],"category_scores_gemma":[0.06363257,0.00065469975,0.0006677019,0.0028007312,0.028493566,0.014717505,0.006677399,0.004498943,0.00070883805],"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":[0.000020432606,0.000059282083,0.0013962928,0.00006624383,0.000013786172,0.00014067904,0.0059003965,0.0034553832,0.00012475174,0.975109,0.0011382926,0.012575514],"study_design_scores_gemma":[0.000022054652,0.000042244636,0.0012531311,0.00014940789,0.000012271388,0.00014666977,0.0055685574,0.011622113,0.00024619387,0.96435016,0.01654615,0.000041161922],"about_ca_topic_score_codex":0.0039786045,"about_ca_topic_score_gemma":0.0036148385,"teacher_disagreement_score":0.040007226,"about_ca_system_score_codex":0.010918924,"about_ca_system_score_gemma":0.0092166215,"threshold_uncertainty_score":0.21158093},"labels":[],"label_agreement":null},{"id":"W2784604074","doi":"","title":"Reputation management and the reporting of war: a comparison of Dutch, Canadian and Australian approaches to military-media relations in Afghanistan","year":2011,"lang":"en","type":"article","venue":"","topic":"Public Relations and Crisis Communication","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; Reputation; Reputation management; Public relations; History; Law","score_opus":0.22619148925895458,"score_gpt":0.33134666243062827,"score_spread":0.1051551731716737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784604074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95581937,0.0014863935,0.00028168256,0.0045601605,0.000046813682,0.000039612296,0.00015349411,0.000009342107,0.03760317],"genre_scores_gemma":[0.9972102,0.00058602745,0.00012600735,0.00015881345,0.000014912407,0.00000859832,0.00003995497,0.000005945712,0.0018495925],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9935681,0.0026664853,0.00023724648,0.00022080043,0.0023614897,0.00094583177],"domain_scores_gemma":[0.95384955,0.020404326,0.009853524,0.0013109089,0.0113420775,0.003239465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01040799,0.0001580412,0.00024018671,0.004288143,0.005187557,0.0066752043,0.0014530822,0.0009060636,0.0029150113],"category_scores_gemma":[0.050712112,0.00022997765,0.00024975752,0.0085925795,0.00369525,0.0020699676,0.0015999746,0.001337501,0.00016915152],"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":[0.00049076165,0.00024065701,0.58451843,0.0003179067,0.000117220654,0.00067517394,0.2796782,0.0005875584,0.00081969704,0.015427874,0.0056450646,0.11148149],"study_design_scores_gemma":[0.000011012564,0.00005068418,0.84122694,0.00019994202,0.000052252086,0.00012117663,0.14549547,0.00064260414,0.0002133145,0.0005244277,0.011401375,0.000060863484],"about_ca_topic_score_codex":0.9105969,"about_ca_topic_score_gemma":0.953475,"teacher_disagreement_score":0.08940309,"about_ca_system_score_codex":0.029153733,"about_ca_system_score_gemma":0.028761068,"threshold_uncertainty_score":0.21152616},"labels":[],"label_agreement":null},{"id":"W2785402528","doi":"10.14428/rcompro.vi5.883","title":"Un modèle multi-niveau de prise de décision éthique pour les relations publiques","year":2017,"lang":"fr","type":"article","venue":"Revue Communication & professionnalisation","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science","score_opus":0.12843388938091985,"score_gpt":0.3935164329194149,"score_spread":0.26508254353849503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785402528","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12221397,0.0018561711,0.7206293,0.014058476,0.00039022803,0.00043574205,0.0009797963,0.00049531256,0.13894118],"genre_scores_gemma":[0.85200024,0.0013713052,0.093419075,0.00054985576,0.00015290947,0.00072017894,0.000380422,0.00008392831,0.051322065],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99700814,0.0013341771,0.0001224354,0.000720478,0.00054716936,0.0002676266],"domain_scores_gemma":[0.99316144,0.003997311,0.00072364596,0.0004860688,0.0011163383,0.0005152755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004567562,0.0007419102,0.00076554576,0.0022973982,0.0015897827,0.007386357,0.0025866036,0.0030731997,0.021281248],"category_scores_gemma":[0.011655416,0.0005775,0.0014282778,0.002289687,0.0024813714,0.007398471,0.0024063166,0.0029340114,0.0026318405],"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":[0.00011514352,0.00013316641,0.009272376,0.00022061841,0.000099991215,0.00022536225,0.0032583454,0.047998946,0.00077767076,0.9062198,0.00281676,0.028861897],"study_design_scores_gemma":[0.00009960827,0.00028807743,0.011044784,0.00039876415,0.00018108408,0.00047561477,0.003798979,0.37234047,0.000684006,0.55958587,0.050952412,0.00015032354],"about_ca_topic_score_codex":0.012759981,"about_ca_topic_score_gemma":0.012607425,"teacher_disagreement_score":0.021281248,"about_ca_system_score_codex":0.0057645193,"about_ca_system_score_gemma":0.004945312,"threshold_uncertainty_score":0.07119286},"labels":[],"label_agreement":null},{"id":"W2786934533","doi":"10.5334/sta.606","title":"Strategic Communications for Peace Operations: The African Union’s Information War Against al-Shabaab","year":2018,"lang":"en","type":"article","venue":"Stability International Journal of Security and Development","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"George Washington University","keywords":"Function (biology); Political science; Strategic goal; Wage; Soviet union; Public relations; Business; Law; Politics; Military science","score_opus":0.055192545888539175,"score_gpt":0.34516391271777636,"score_spread":0.2899713668292372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786934533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8892755,0.0024391066,0.0006389966,0.041624013,0.0006149679,0.000039774684,0.000037271715,0.000017036724,0.06531333],"genre_scores_gemma":[0.9911249,0.0011966677,0.00022981637,0.002781346,0.0000933015,0.000019517332,0.00001327835,0.000010802925,0.004530397],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99743026,0.0014119423,0.000033504803,0.000051418465,0.00017401743,0.0008987981],"domain_scores_gemma":[0.9984084,0.0008644673,0.00024028627,0.00003953934,0.000091128306,0.00035613077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025640626,0.00047438373,0.0002537414,0.0007478693,0.027183807,0.0057732244,0.00064499176,0.0037678347,0.0038162626],"category_scores_gemma":[0.0033095477,0.00028860781,0.00018114914,0.0012003239,0.0078010187,0.0049027484,0.0054153944,0.0056897956,0.00039718507],"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":[0.00011800483,0.00011502484,0.0050127213,0.00022492373,0.00001518931,0.0053927666,0.9112936,0.0003498921,0.0013938947,0.0406836,0.012301048,0.023099389],"study_design_scores_gemma":[0.000007725049,0.000062761785,0.0024042102,0.00015523887,0.0000045687416,0.0007188219,0.9218052,0.000120976736,0.00040544223,0.0013888736,0.07291039,0.000015758678],"about_ca_topic_score_codex":0.012280867,"about_ca_topic_score_gemma":0.027228385,"teacher_disagreement_score":0.027183807,"about_ca_system_score_codex":0.004550637,"about_ca_system_score_gemma":0.004130889,"threshold_uncertainty_score":0.033017337},"labels":[],"label_agreement":null},{"id":"W2793057244","doi":"10.3983/twc.2018.1423","title":"\"Public relations and participatory culture,\" edited by A. L. Hutchins and N. T. J. Tindall","year":2018,"lang":"en","type":"article","venue":"Transformative Works and Cultures","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Athabasca University","funders":"","keywords":"Participatory culture; Sociology; Citizen journalism; Media studies; Art; Art history; Anthropology; Political science; Law","score_opus":0.042567839164841595,"score_gpt":0.32892224646756746,"score_spread":0.2863544073027259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793057244","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011262344,0.8257412,0.0015599851,0.045596384,0.006778002,0.000035254838,0.00015579273,0.00010812443,0.118898995],"genre_scores_gemma":[0.04999695,0.76474077,0.002115682,0.008983668,0.0038497075,0.00017622505,0.00029384682,0.0001909937,0.16965213],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842405,0.0007765435,0.00005245262,0.0001353986,0.00047763097,0.0001339168],"domain_scores_gemma":[0.9987368,0.00063928927,0.00013674995,0.00007782472,0.00026236876,0.00014690644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017896771,0.0011150504,0.00075712695,0.0019953505,0.0024077399,0.008465604,0.0009538125,0.0020636888,0.014729272],"category_scores_gemma":[0.003724289,0.00066424976,0.00047627138,0.0044442676,0.0056596855,0.008629373,0.0024669536,0.003371108,0.0061734607],"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":[0.000027257742,0.00003037725,0.00024702126,0.0011544533,0.00001032404,0.00013339554,0.0064626806,0.00018908427,0.0002085964,0.089177765,0.72192955,0.18042949],"study_design_scores_gemma":[0.0000035130388,0.0000054082343,0.0004725039,0.0010762357,0.0000037574164,0.000104721,0.0020196207,0.000041610867,0.000080433856,0.017560447,0.9786258,0.0000059285553],"about_ca_topic_score_codex":0.016928796,"about_ca_topic_score_gemma":0.028456934,"teacher_disagreement_score":0.016928796,"about_ca_system_score_codex":0.006062945,"about_ca_system_score_gemma":0.0128929475,"threshold_uncertainty_score":0.049274266},"labels":[],"label_agreement":null},{"id":"W2793059410","doi":"10.1080/1369118x.2018.1428655","title":"Professionalization through attrition? An event history analysis of mortalities in citizen journalism","year":2018,"lang":"en","type":"article","venue":"Information Communication & Society","topic":"Public Relations and Crisis Communication","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":"Concordia University of Edmonton; Skidmore College; University of Minnesota","keywords":"Journalism; Attrition; Scholarship; Population; Professionalization; Organizational ecology; Incentive; Sociology; Public relations; Political science; Social science; Media studies; Demography; Law; Economics; Medicine","score_opus":0.0633797868295872,"score_gpt":0.38379748147550374,"score_spread":0.3204176946459165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793059410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958625,0.0001062892,0.00084955816,0.0006290746,0.000010471325,0.000030877276,0.00015394326,0.0000093381595,0.0023479357],"genre_scores_gemma":[0.99918,0.000036653633,0.00014068538,0.000054040476,0.000025799012,0.000015743872,0.00012521364,0.0000037138798,0.00041811864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944569,0.0026393866,0.00040997972,0.00054272247,0.0009887539,0.000962217],"domain_scores_gemma":[0.89620155,0.04957072,0.03551359,0.0060718637,0.005020201,0.007622035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009245558,0.00014171413,0.00037477328,0.0029724455,0.0015744624,0.003564546,0.0010056036,0.0009373552,0.005589448],"category_scores_gemma":[0.075685605,0.00023950137,0.00039142618,0.0021813076,0.0019531287,0.0034443834,0.0034653246,0.0015597414,0.00054216536],"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":[0.00015156493,0.0001655302,0.9821307,0.000022742212,0.00003506198,0.00017194108,0.0067438083,0.00013735637,0.00012425907,0.0012514881,0.0004265261,0.008639148],"study_design_scores_gemma":[0.0000055180376,0.00011595162,0.98723376,0.000035287412,0.000024025308,0.00023062811,0.008296941,0.0013100042,0.000119661636,0.0014337258,0.0011784226,0.000016067988],"about_ca_topic_score_codex":0.0037763512,"about_ca_topic_score_gemma":0.004115015,"teacher_disagreement_score":0.009245558,"about_ca_system_score_codex":0.0009020276,"about_ca_system_score_gemma":0.00087450386,"threshold_uncertainty_score":0.048895776},"labels":[],"label_agreement":null},{"id":"W2793857848","doi":"10.22230/cjc.2018v43n1a3312","title":"Energy’s Citizens: The Making of a Canadian Petro-Public","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Outreach; Political science; Politics; Ideology; Framing (construction); Public administration; Sociology; Engineering; Law","score_opus":0.056601924887192824,"score_gpt":0.3024778269038227,"score_spread":0.24587590201662987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793857848","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3924799,0.0025636593,0.0016341028,0.14437412,0.00068037084,0.0001509468,0.0003545175,0.00006909622,0.45769322],"genre_scores_gemma":[0.9618748,0.00077266427,0.00039912286,0.0057732267,0.000045072262,0.000021348253,0.00006683406,0.00003712561,0.03100981],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9922289,0.0014728556,0.000077373224,0.00064914115,0.0026231874,0.002948515],"domain_scores_gemma":[0.9942878,0.0010943216,0.00025006305,0.00020795192,0.0017281508,0.0024317387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005210925,0.00033681857,0.00030375546,0.0017806193,0.04418828,0.014309033,0.001681771,0.003417989,0.009566066],"category_scores_gemma":[0.007098673,0.00036487606,0.000354258,0.002585815,0.022552954,0.0039228234,0.006752034,0.0051640794,0.00046764067],"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":[0.00009525067,0.00007600341,0.02177688,0.00017136015,0.000025635683,0.0015530009,0.5578445,0.00038293694,0.0016927673,0.28474802,0.07166894,0.05996462],"study_design_scores_gemma":[0.000009240862,0.000016823573,0.011670479,0.00020313714,0.000022695594,0.00010227292,0.4483141,0.00023745863,0.00037650974,0.007569189,0.5314084,0.00006963706],"about_ca_topic_score_codex":0.9786704,"about_ca_topic_score_gemma":0.98734194,"teacher_disagreement_score":0.10984021,"about_ca_system_score_codex":0.10984021,"about_ca_system_score_gemma":0.17079444,"threshold_uncertainty_score":0.7969502},"labels":[],"label_agreement":null},{"id":"W2794305973","doi":"10.1108/ijes-09-2017-0048","title":"The safe tweet: social media use by Ontario fire services","year":2018,"lang":"en","type":"article","venue":"International Journal of Emergency Services","topic":"Public Relations and Crisis Communication","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":"Ontario Tech University","funders":"","keywords":"Social media; Public relations; Originality; Enforcement; Fire safety; Qualitative research; Fire protection; Focus group; Qualitative analysis; Grounded theory; Service (business); Engineering; Business; Sociology; Political science; Marketing; Civil engineering; Social science","score_opus":0.03280781567309705,"score_gpt":0.3408711628025576,"score_spread":0.30806334712946054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794305973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9659929,0.0006489071,0.0005324962,0.0042252867,0.00007271196,0.00021963562,0.0031706458,0.000046941896,0.025090558],"genre_scores_gemma":[0.9900277,0.0009059428,0.0004026397,0.00047059907,0.000024607943,0.00015885211,0.000506939,0.000037007256,0.007465602],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99862397,0.0003676709,0.000066539054,0.00012985937,0.00047633908,0.00033560983],"domain_scores_gemma":[0.9933901,0.0026096534,0.0011854138,0.00019108159,0.001619151,0.0010046555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015381316,0.00029817046,0.00031671126,0.0027236613,0.007930289,0.00425406,0.00084314594,0.00057569635,0.008574857],"category_scores_gemma":[0.010135821,0.00025766547,0.00025099958,0.0050392784,0.002499399,0.0021829356,0.0032155334,0.00076494814,0.0005211969],"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":[0.00025529874,0.0000581681,0.18066318,0.00066535344,0.000038801372,0.00091311196,0.7547367,0.00016288806,0.0017307069,0.0019645118,0.012221824,0.04658939],"study_design_scores_gemma":[0.000011492444,0.000052728486,0.1630896,0.00039859023,0.00003124161,0.00013834515,0.77192444,0.0004174822,0.00043591665,0.0002618411,0.06318083,0.000057358302],"about_ca_topic_score_codex":0.9426426,"about_ca_topic_score_gemma":0.96877956,"teacher_disagreement_score":0.05735737,"about_ca_system_score_codex":0.029239068,"about_ca_system_score_gemma":0.031809375,"threshold_uncertainty_score":0.21214527},"labels":[],"label_agreement":null},{"id":"W2797701997","doi":"10.3968/9982","title":"Crisis Management of Group Events in Chinese Universities Under the Background of Internet: A Literature Review","year":2017,"lang":"en","type":"review","venue":"Higher education of social science","topic":"Public Relations and Crisis Communication","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":"The Internet; Harm; Mechanism (biology); Crisis management; Public relations; Business; Political science; Internet privacy; Computer science; Law; World Wide Web","score_opus":0.07073572476309158,"score_gpt":0.44520451009453677,"score_spread":0.3744687853314452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797701997","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012955687,0.99633104,0.00012703829,0.0007779542,0.00014750466,0.000020545629,0.000027352497,0.0000038235394,0.001269177],"genre_scores_gemma":[0.0067467927,0.9926541,0.00012010322,0.00018742235,0.00012730596,0.000013953113,0.000023119492,8.9209306e-7,0.0001263196],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993131,0.00018711992,0.00015608042,0.00009401312,0.00019997325,0.000049708873],"domain_scores_gemma":[0.99715036,0.001794736,0.00044507344,0.00003842333,0.00047660695,0.000094946416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014971002,0.00082395325,0.0012159756,0.0051896535,0.0008845928,0.0024042935,0.00109015,0.0014518773,0.0025083094],"category_scores_gemma":[0.0039555742,0.00039291673,0.0010731075,0.006483639,0.0008806373,0.0029654754,0.0008959698,0.0008550432,0.0002469045],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008736354,0.0001401853,0.005976025,0.13786289,0.00051541475,0.00077647483,0.0029092617,0.00066683785,0.0002889781,0.0076058954,0.01837487,0.8247958],"study_design_scores_gemma":[0.000065815184,0.00041829632,0.050510272,0.22451033,0.004098884,0.0062717204,0.013483611,0.0013215143,0.0010403956,0.008804349,0.68926394,0.00021088253],"about_ca_topic_score_codex":0.010356773,"about_ca_topic_score_gemma":0.014953651,"teacher_disagreement_score":0.010356773,"about_ca_system_score_codex":0.0017384487,"about_ca_system_score_gemma":0.007524816,"threshold_uncertainty_score":0.020592988},"labels":[],"label_agreement":null},{"id":"W2801959068","doi":"10.1080/11926422.2018.1461664","title":"Canada’s foreign policy and bureaucratic (un)responsiveness: public diplomacy in the digital domain","year":2018,"lang":"en","type":"article","venue":"Canadian Foreign Policy Journal","topic":"Public Relations and Crisis Communication","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 British Columbia","funders":"University of British Columbia","keywords":"Foreign policy; Bureaucracy; Political science; Diplomacy; Public administration; Politics; Ministry of Foreign Affairs; International relations; Foreign relations; Political economy; Sociology; Law","score_opus":0.021854195527982057,"score_gpt":0.29930727993912504,"score_spread":0.27745308441114297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801959068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62323934,0.001799936,0.0011534739,0.07097983,0.00025650565,0.00005078863,0.0011463239,0.000049269613,0.30132458],"genre_scores_gemma":[0.9906859,0.0005477834,0.00016388537,0.0018282081,0.000025937232,0.0000083811765,0.00012737166,0.000017594939,0.0065948977],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980387,0.00038004425,0.000039490336,0.00015544167,0.00061424775,0.00077207247],"domain_scores_gemma":[0.99519795,0.0017697325,0.0005467478,0.0001785494,0.0013044049,0.0010025499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001716801,0.00015190015,0.00020556085,0.001655781,0.011403627,0.0110682715,0.00052229455,0.0010139298,0.0076402603],"category_scores_gemma":[0.008315786,0.00015997828,0.00017191231,0.0041782125,0.008059826,0.0031957394,0.0026656596,0.0019706292,0.0003751742],"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":[0.00040741486,0.0001344437,0.19558972,0.00039810713,0.00007208228,0.0014533476,0.28766513,0.0010736656,0.0018472952,0.32862112,0.08896741,0.093770266],"study_design_scores_gemma":[0.000029579724,0.00003718896,0.2708592,0.00045959762,0.00006069631,0.00020529421,0.3258401,0.0013556114,0.0011855225,0.010916482,0.3889291,0.000121610756],"about_ca_topic_score_codex":0.96163595,"about_ca_topic_score_gemma":0.97683024,"teacher_disagreement_score":0.06868586,"about_ca_system_score_codex":0.06868586,"about_ca_system_score_gemma":0.06469712,"threshold_uncertainty_score":0.49835312},"labels":[],"label_agreement":null},{"id":"W2803989425","doi":"10.22230/cjc.2018v43n2a3226","title":"The Power of Myths and Storytelling in Nation Building: The Campaign for the Independence of Catalonia from Spain (2012–2015)","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Public Relations and Crisis Communication","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":"Catalan; Nationalism; Mythology; Independence (probability theory); Narrative; Storytelling; Power (physics); Character (mathematics); Sociology; Political science; Media studies; History; Law; Literature; Humanities; Art; Politics; Classics","score_opus":0.02714654208233204,"score_gpt":0.3056385881652125,"score_spread":0.2784920460828805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803989425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84561133,0.0028730044,0.0016802775,0.014819808,0.00034340366,0.000053590364,0.00017387157,0.000034562647,0.13441023],"genre_scores_gemma":[0.99464685,0.00042875978,0.0002580963,0.0002452904,0.000030054824,0.000024099712,0.000056785466,0.00001800395,0.004292096],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9959632,0.0028754286,0.00009670914,0.00024074521,0.00035003744,0.0004737515],"domain_scores_gemma":[0.9884299,0.008371185,0.0009716279,0.0006284687,0.000860309,0.0007384952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009101575,0.00044542068,0.0002745604,0.0014921246,0.0067037963,0.009562709,0.0010001166,0.0013830878,0.0030734434],"category_scores_gemma":[0.009946593,0.00019718896,0.00020494786,0.0010474725,0.015027927,0.0034015053,0.005662813,0.0033374191,0.00026913715],"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":[0.00008920125,0.000027630223,0.0050666532,0.00014843362,0.000010220708,0.0004259634,0.94569534,0.00020110689,0.00031943675,0.028742729,0.0047569345,0.014516383],"study_design_scores_gemma":[0.000010937479,0.00002815587,0.014016033,0.00042733192,0.00001002195,0.00017287032,0.8688233,0.00025438372,0.0003680585,0.0030391917,0.11282373,0.0000259965],"about_ca_topic_score_codex":0.05799714,"about_ca_topic_score_gemma":0.06531392,"teacher_disagreement_score":0.05799714,"about_ca_system_score_codex":0.01614972,"about_ca_system_score_gemma":0.0051781256,"threshold_uncertainty_score":0.11717498},"labels":[],"label_agreement":null},{"id":"W2804610562","doi":"10.1093/ct/qtx010","title":"In Search of a Latin American Approach to Organizational Communication: A Critical Review of Scholarship (2010–2014)","year":2018,"lang":"en","type":"review","venue":"Communication Theory","topic":"Public Relations and Crisis Communication","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":"Université du Québec à Montréal","funders":"","keywords":"Latin Americans; Scholarship; Humanities; Political science; Sociology; Art; Law","score_opus":0.14761141858727161,"score_gpt":0.43943137264934695,"score_spread":0.29181995406207534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804610562","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035481018,0.91861403,0.0008198603,0.06265809,0.0037139521,0.00001714269,0.000025705034,0.000014964829,0.01058817],"genre_scores_gemma":[0.10719776,0.85886925,0.0015096877,0.021874906,0.007961749,0.00013390555,0.00007019391,0.00004990612,0.0023326697],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9880866,0.006862935,0.00086282555,0.0011111754,0.0023883865,0.0006881499],"domain_scores_gemma":[0.93358505,0.04757569,0.004007162,0.0013232421,0.01220827,0.0013005877],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.020363221,0.0009979536,0.0011175968,0.01863124,0.0059713367,0.010652878,0.0016854007,0.0036384042,0.0027792647],"category_scores_gemma":[0.046947215,0.0004104952,0.0006536916,0.01684613,0.014436118,0.011116398,0.0050004264,0.005735046,0.00045601677],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015361281,0.00011973559,0.00707834,0.024070049,0.0001672511,0.0007453272,0.12683988,0.00041245617,0.0006058979,0.28235695,0.10931757,0.44813287],"study_design_scores_gemma":[0.000014189606,0.000055359873,0.0057842247,0.04253275,0.00007902486,0.0004340691,0.07731369,0.0001209863,0.00025489694,0.02092295,0.8524312,0.000056717792],"about_ca_topic_score_codex":0.014335643,"about_ca_topic_score_gemma":0.016893627,"teacher_disagreement_score":0.9813688,"about_ca_system_score_codex":0.014198746,"about_ca_system_score_gemma":0.026024567,"threshold_uncertainty_score":0.1076923},"labels":[],"label_agreement":null},{"id":"W2805804836","doi":"10.7202/1045362ar","title":"Le management de la communication de crise","year":2018,"lang":"fr","type":"article","venue":"Management international","topic":"Public Relations and Crisis Communication","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; Political science","score_opus":0.0183118323283216,"score_gpt":0.33344815712685116,"score_spread":0.31513632479852954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805804836","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15502578,0.005086156,0.18838571,0.0964448,0.0016858921,0.00040488737,0.00021152126,0.00078810414,0.5519671],"genre_scores_gemma":[0.9352984,0.0021232748,0.022134665,0.0013233256,0.0004882149,0.00019931233,0.00009439985,0.00012018425,0.038218107],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9877814,0.0064457823,0.00048588682,0.0009997113,0.003172114,0.0011150894],"domain_scores_gemma":[0.9698748,0.011336669,0.005758254,0.003198263,0.0067756223,0.003056438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012617919,0.0006705387,0.0003964136,0.0034035393,0.0066787084,0.014771342,0.0016513144,0.003557715,0.010805138],"category_scores_gemma":[0.029478876,0.00048312044,0.0005163929,0.0023120367,0.01102189,0.011725919,0.005910822,0.0039129443,0.0022244798],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006204346,0.00008172431,0.008268615,0.00033879117,0.000054038006,0.0007659167,0.055885237,0.0018995673,0.0020305335,0.80961156,0.0135047175,0.10749727],"study_design_scores_gemma":[0.00003925108,0.00030767583,0.015012014,0.00094809243,0.00007460319,0.0015907479,0.10026906,0.008106676,0.0032133195,0.39753678,0.47270235,0.00019949223],"about_ca_topic_score_codex":0.0046131397,"about_ca_topic_score_gemma":0.0027635968,"teacher_disagreement_score":0.014771342,"about_ca_system_score_codex":0.0063317833,"about_ca_system_score_gemma":0.012265717,"threshold_uncertainty_score":0.06673074},"labels":[],"label_agreement":null},{"id":"W2807388818","doi":"10.1080/17538947.2018.1480670","title":"Assessing relevance of tweets for risk communication","year":2018,"lang":"en","type":"article","venue":"International Journal of Digital Earth","topic":"Public Relations and Crisis Communication","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":"Dalhousie University","funders":"University of Southern Mississippi; U.S. Department of Homeland Security; National Science Foundation","keywords":"Relevance (law); Event (particle physics); Social media; Flooding (psychology); Flood myth; Situation awareness; Computer science; Data science; Emergency management; Reliability (semiconductor); Quality (philosophy); Geography; Psychology; World Wide Web; Engineering; Political science","score_opus":0.04241974618338576,"score_gpt":0.39544847242207976,"score_spread":0.35302872623869397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807388818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96209276,0.0010882362,0.021094052,0.0014097181,0.00020531648,0.0009759688,0.0038390688,0.00027454738,0.009020423],"genre_scores_gemma":[0.9870727,0.00028521472,0.010341468,0.0000803699,0.00009448878,0.0002504421,0.0013621672,0.00002747413,0.00048562343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99200624,0.0036422466,0.0010587021,0.0005779727,0.00240136,0.00031353542],"domain_scores_gemma":[0.89910024,0.074765466,0.010094976,0.0029946617,0.012292149,0.000752518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009232341,0.00059327175,0.00044862105,0.00610653,0.0008192557,0.002425064,0.0005676611,0.0008217127,0.0012637741],"category_scores_gemma":[0.10101148,0.0002553714,0.0005531015,0.0042853258,0.0005755531,0.0029982363,0.0014090168,0.0008701303,0.0005233844],"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":[0.0020721122,0.00037188164,0.74968404,0.0019005352,0.00046432388,0.00076537504,0.010638723,0.0122612445,0.011147569,0.0024183216,0.004825008,0.20345084],"study_design_scores_gemma":[0.00008260795,0.0011902131,0.7748534,0.00063481537,0.0007910686,0.0007967406,0.022251144,0.14908433,0.020119438,0.010207688,0.01975319,0.00023531714],"about_ca_topic_score_codex":0.0026880188,"about_ca_topic_score_gemma":0.0028877833,"teacher_disagreement_score":0.009232341,"about_ca_system_score_codex":0.0008522751,"about_ca_system_score_gemma":0.0009986812,"threshold_uncertainty_score":0.04882586},"labels":[],"label_agreement":null},{"id":"W2817145835","doi":"10.5465/ambpp.2018.15287symposium","title":"Examining the Relationship Between Expert Work and External Audiences","year":2018,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Psychology; Social psychology; Public relations; Political science","score_opus":0.13741419873012822,"score_gpt":0.3679244500503903,"score_spread":0.2305102513202621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2817145835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91915375,0.0023457312,0.0020139797,0.0034579248,0.00021393901,0.000051572624,0.000058028476,0.000017346263,0.07268771],"genre_scores_gemma":[0.9895801,0.0010435383,0.0005170086,0.00048381515,0.00017353811,0.00004821521,0.00006010239,0.000019608198,0.008074101],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99248236,0.0041772374,0.00024002671,0.00071291265,0.0014821085,0.0009053422],"domain_scores_gemma":[0.95691395,0.027972968,0.0061768624,0.00083691935,0.0031964346,0.0049029086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0098133795,0.00037139375,0.00039944798,0.0025340216,0.0039587733,0.007588987,0.00091540057,0.0013799012,0.0107685095],"category_scores_gemma":[0.031874266,0.0002523972,0.00038414923,0.0010622749,0.002659554,0.0049566636,0.008495548,0.0018810405,0.0012398029],"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":[0.00033410007,0.0007017662,0.39130834,0.0006324585,0.00011079553,0.00097062264,0.4758273,0.00034343154,0.0021435416,0.016525295,0.0062191873,0.10488319],"study_design_scores_gemma":[0.000036184032,0.00042432858,0.33748573,0.0011249268,0.000096095864,0.00077793846,0.59496266,0.0007905479,0.0009618073,0.010034557,0.053222872,0.00008231925],"about_ca_topic_score_codex":0.0015005963,"about_ca_topic_score_gemma":0.0030636643,"teacher_disagreement_score":0.0107685095,"about_ca_system_score_codex":0.0016997432,"about_ca_system_score_gemma":0.0016249917,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2887343160","doi":"10.1007/978-3-319-78256-0_9","title":"Emergency Detection and Evacuation Planning Using Social Media","year":2018,"lang":"en","type":"book-chapter","venue":"Lecture notes in social networks","topic":"Public Relations and Crisis Communication","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":"University of Calgary","funders":"","keywords":"Social media; Internet privacy; Plan (archaeology); Process (computing); Computer security; Computer science; Terrorism; Emergency management; Emergency evacuation; Public relations; Business; Risk analysis (engineering); Political science; World Wide Web; Geography","score_opus":0.055238248745811624,"score_gpt":0.33842911652893193,"score_spread":0.2831908677831203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887343160","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10795661,0.0082400665,0.79602146,0.0026447554,0.0011939966,0.00039621178,0.0027355147,0.0038202812,0.07699113],"genre_scores_gemma":[0.7207136,0.004966598,0.23851436,0.00027033573,0.00076728215,0.0002443785,0.0022184735,0.00021683487,0.032088038],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997949,0.000056766523,0.000010609038,0.000049279173,0.00005956841,0.000028864193],"domain_scores_gemma":[0.9993467,0.00047585895,0.0000380013,0.0000321008,0.000082123755,0.000025264255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044722928,0.0009674186,0.00047473342,0.001590448,0.00037661687,0.0014362555,0.0007416027,0.0007371683,0.0069201128],"category_scores_gemma":[0.0018324074,0.00042339388,0.00067661784,0.001086217,0.00022620414,0.0016389021,0.00064630335,0.0007370973,0.0017784178],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024614896,0.0003569631,0.0072164913,0.00042387264,0.00016690763,0.00029338172,0.00019871154,0.102917746,0.008340509,0.009972596,0.026680794,0.84318584],"study_design_scores_gemma":[0.000026187867,0.00013407643,0.006605449,0.00012735816,0.00013223138,0.00022911614,0.00044468773,0.9340152,0.011058096,0.026943814,0.02022624,0.000057456793],"about_ca_topic_score_codex":0.0032772024,"about_ca_topic_score_gemma":0.0048867525,"teacher_disagreement_score":0.0069201128,"about_ca_system_score_codex":0.00037401682,"about_ca_system_score_gemma":0.0004233253,"threshold_uncertainty_score":0.023150027},"labels":[],"label_agreement":null},{"id":"W2887855303","doi":"10.1177/0899764018791267","title":"Does Stakeholder Engagement Pay Off on Social Media? A Social Capital Perspective","year":2018,"lang":"en","type":"article","venue":"Nonprofit and Voluntary Sector Quarterly","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":117,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Stakeholder; Social capital; Social media; Social engagement; Public relations; Stakeholder engagement; Social network (sociolinguistics); Business; Centrality; Marketing; Sociology; Political science; Social science","score_opus":0.06350219355837941,"score_gpt":0.31769598412886324,"score_spread":0.25419379057048386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887855303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7571866,0.0011574031,0.0027081724,0.039222695,0.0000935227,0.000048593767,0.000135843,0.000025161906,0.19942206],"genre_scores_gemma":[0.9986034,0.00018332718,0.00008389889,0.00029946826,0.0000428873,0.000006354943,0.000008138304,0.0000034146378,0.00076911686],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9969584,0.0011641964,0.00004995839,0.000262677,0.00043725155,0.0011276032],"domain_scores_gemma":[0.987912,0.0072150426,0.0018254064,0.00053917384,0.0005694932,0.0019388129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021920698,0.0003065197,0.00028430345,0.0025276837,0.0024463767,0.008134287,0.00066444225,0.0018752168,0.009528226],"category_scores_gemma":[0.010748752,0.00022224868,0.00035702303,0.0018006336,0.0063904636,0.010886949,0.0045926645,0.0017681255,0.0004955735],"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":[0.0004316635,0.00102424,0.30536762,0.00026722724,0.00015843971,0.0012987516,0.035355903,0.0017205123,0.0024230646,0.5138961,0.0063186544,0.13173789],"study_design_scores_gemma":[0.00006289124,0.00048878894,0.47328022,0.000698018,0.00011580948,0.0007531771,0.14696819,0.006597537,0.0018014315,0.32786927,0.041258626,0.00010602888],"about_ca_topic_score_codex":0.0035569142,"about_ca_topic_score_gemma":0.004692351,"teacher_disagreement_score":0.009528226,"about_ca_system_score_codex":0.002821086,"about_ca_system_score_gemma":0.0015544698,"threshold_uncertainty_score":0.031875074},"labels":[],"label_agreement":null},{"id":"W2890268841","doi":"10.1123/ijsc.2018-0076","title":"Scandal in College Basketball: A Case Study of Image Repair via Facebook","year":2018,"lang":"en","type":"article","venue":"International Journal of Sport Communication","topic":"Public Relations and Crisis Communication","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":"Laurentian University","funders":"","keywords":"Transcendence (philosophy); Order (exchange); Basketball; Image (mathematics); Psychology; Sociology; Media studies; Advertising; History; Computer science; Artificial intelligence; Business; Epistemology; Philosophy","score_opus":0.0242144899351781,"score_gpt":0.36892722938136724,"score_spread":0.34471273944618913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890268841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982524,0.00039783714,0.0009940459,0.0043867743,0.00012236804,0.00012537056,0.000039614497,0.000028760607,0.011381292],"genre_scores_gemma":[0.9934917,0.0005671289,0.0009940966,0.0007495975,0.00009827845,0.000100235935,0.000026342183,0.00002295118,0.0039495965],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9874156,0.008920479,0.0003435183,0.00046960457,0.0013213438,0.0015294009],"domain_scores_gemma":[0.9852858,0.0096571995,0.0018015924,0.0007783313,0.0008713872,0.0016055902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057806135,0.001226309,0.0006669918,0.0028587244,0.027352465,0.0066263857,0.0024739949,0.0061174473,0.003339369],"category_scores_gemma":[0.015574587,0.0009381134,0.00076033577,0.0016027672,0.010240572,0.00598122,0.0058703874,0.0046241665,0.0006378055],"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":[0.00008281801,0.0005123925,0.01553469,0.00020042468,0.000019638162,0.02632075,0.9388147,0.00016467187,0.00077080633,0.004965052,0.0027831374,0.009830809],"study_design_scores_gemma":[0.0000074998,0.00010699028,0.003259609,0.00016291278,0.000011582168,0.007590225,0.97600275,0.00042468455,0.0004453522,0.00051062193,0.011445513,0.00003223931],"about_ca_topic_score_codex":0.0138715785,"about_ca_topic_score_gemma":0.0387586,"teacher_disagreement_score":0.027352465,"about_ca_system_score_codex":0.0047070542,"about_ca_system_score_gemma":0.0030046543,"threshold_uncertainty_score":0.03415221},"labels":[],"label_agreement":null},{"id":"W2893073568","doi":"10.1016/j.giq.2018.09.005","title":"Examining government cross-platform engagement in social media: Instagram vs Twitter and the big lift project","year":2018,"lang":"en","type":"article","venue":"Government Information Quarterly","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":69,"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; University of Toronto; Toronto Metropolitan University","funders":"","keywords":"Social media; Narrative; Lift (data mining); Government (linguistics); Public relations; Bridge (graph theory); Public engagement; Sociology; Political science; Business; Advertising; World Wide Web; Computer science","score_opus":0.057604896532616676,"score_gpt":0.3136215833878797,"score_spread":0.256016686855263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893073568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873153,0.000032153755,0.00015489288,0.0010035615,0.000013531307,0.000016585293,0.0001168795,0.00000686451,0.01134025],"genre_scores_gemma":[0.9980186,0.000037331938,0.00009310027,0.00016063258,0.00000980931,0.000052360567,0.00010738692,0.0000144632495,0.0015063429],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969934,0.0015495068,0.00006596967,0.00021259778,0.00041046256,0.000768001],"domain_scores_gemma":[0.98638654,0.0077778623,0.0020697375,0.0008527085,0.0013929374,0.0015201607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043876534,0.0002794189,0.000292201,0.001826428,0.0028361038,0.0059297,0.00096244726,0.0016400222,0.006750793],"category_scores_gemma":[0.018768243,0.00028224522,0.0002998744,0.0025569482,0.0020232631,0.006601863,0.0071796654,0.0021617892,0.0015342246],"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":[0.001234066,0.0018599883,0.6966904,0.00017134339,0.00018153439,0.0005679779,0.20341685,0.00062093756,0.0017470524,0.018813059,0.0129011115,0.061795667],"study_design_scores_gemma":[0.00003858856,0.00028455962,0.4616725,0.00011363344,0.00007646163,0.00006978822,0.52232,0.0015982782,0.0005199296,0.0033578337,0.00991539,0.0000330023],"about_ca_topic_score_codex":0.022775425,"about_ca_topic_score_gemma":0.036769222,"teacher_disagreement_score":0.022775425,"about_ca_system_score_codex":0.0018591143,"about_ca_system_score_gemma":0.0018050359,"threshold_uncertainty_score":0.0452857},"labels":[],"label_agreement":null},{"id":"W2894641384","doi":"10.33423/jmpp.v19i3.51","title":"When Abnormal Becomes Normal: How Altered Perceptions Contributed to the Ocean Ranger Oil Rig Disaster","year":2018,"lang":"en","type":"article","venue":"Journal of Management Policy and Practice","topic":"Public Relations and Crisis Communication","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":"Memorial University of Newfoundland","funders":"","keywords":"Sensemaking; Normalization (sociology); Perception; Phenomenon; Political science; Business; Public relations; Sociology; Psychology; Epistemology; Social science","score_opus":0.03139574125835711,"score_gpt":0.3599749483788098,"score_spread":0.3285792071204527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894641384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883376,0.0001260508,0.0014366318,0.0022558311,0.000056635294,0.000029033381,0.000025604086,0.000017576584,0.00771506],"genre_scores_gemma":[0.99895394,0.000095244315,0.0002668387,0.00011801957,0.0000071318605,0.000008811293,0.0000086182845,0.000009244976,0.0005322164],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99550205,0.0030754698,0.00010095156,0.0002501756,0.00048921176,0.0005821418],"domain_scores_gemma":[0.99520963,0.0027801688,0.00074640923,0.00028484894,0.00043874013,0.0005402589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004210161,0.00039616425,0.0003699737,0.0010120093,0.0067393314,0.0051654982,0.0009784265,0.0017721149,0.0016670299],"category_scores_gemma":[0.013499102,0.00030161766,0.00033350286,0.0007287341,0.012445585,0.00394296,0.0059935674,0.0034646748,0.00016243162],"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":[0.00007795378,0.00008067743,0.015935007,0.00006697656,0.000015913925,0.0016631496,0.96764016,0.00025014248,0.00093427213,0.0044629094,0.00082421204,0.008048589],"study_design_scores_gemma":[0.000004318546,0.00006429017,0.009855877,0.000036228503,0.000008927002,0.00052127294,0.9820853,0.00030764958,0.00039506212,0.0025211163,0.0041664606,0.000033434608],"about_ca_topic_score_codex":0.0131681515,"about_ca_topic_score_gemma":0.01700532,"teacher_disagreement_score":0.0131681515,"about_ca_system_score_codex":0.0031494864,"about_ca_system_score_gemma":0.002488122,"threshold_uncertainty_score":0.02618301},"labels":[],"label_agreement":null},{"id":"W2896219199","doi":"10.3390/ijerph15102275","title":"Spatio-Temporal Distribution of Negative Emotions in New York City After a Natural Disaster as Seen in Social Media","year":2018,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"Federal Emergency Management Agency; Humboldt-Universität zu Berlin; Deutsche Forschungsgemeinschaft","keywords":"Natural disaster; Natural (archaeology); Distribution (mathematics); Social media; Sociology; Geography; Media studies; Computer science; Meteorology; World Wide Web; Archaeology; Mathematics","score_opus":0.09452069523698138,"score_gpt":0.41880605324673187,"score_spread":0.3242853580097505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896219199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99755484,0.000098911405,0.00009715363,0.00013144972,0.000010851773,0.000010477504,0.0011822773,0.000006904678,0.0009072688],"genre_scores_gemma":[0.9974567,0.00013828556,0.00022845881,0.000040649367,0.000022435655,0.000049942388,0.0014290086,0.0000048967886,0.0006296371],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998591,0.000031925483,0.000010247746,0.000038539903,0.000028379194,0.000031760104],"domain_scores_gemma":[0.9991381,0.00016611494,0.00036317634,0.00003307551,0.00016868263,0.00013087559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018347659,0.00014620094,0.0001495043,0.0007532053,0.00052952114,0.00074660225,0.00017672357,0.00022486724,0.0018104849],"category_scores_gemma":[0.001167152,0.0000960294,0.00014852162,0.000980126,0.00032205062,0.0005679739,0.0009512165,0.0003450964,0.00022931093],"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":[0.000253139,0.00004809783,0.9735416,0.00012749099,0.00007455934,0.00035138105,0.007650059,0.00037627568,0.0033510202,0.00018692164,0.0042051557,0.009834343],"study_design_scores_gemma":[0.0000019397235,0.000017188499,0.9929757,0.000017402275,0.00000904195,0.00003149,0.005148356,0.00045959276,0.000099822704,0.000019836985,0.0012126662,0.000006981117],"about_ca_topic_score_codex":0.08838506,"about_ca_topic_score_gemma":0.20022163,"teacher_disagreement_score":0.08838506,"about_ca_system_score_codex":0.00072598195,"about_ca_system_score_gemma":0.00035036242,"threshold_uncertainty_score":0.1757412},"labels":[],"label_agreement":null},{"id":"W2897029359","doi":"10.2118/191589-ms","title":"Case Study: Apache's Approach to Societal Responsibility thru the Environmental Media Monitoring Program for the Alpine High Play","year":2018,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Public Relations and Crisis Communication","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":"Apache (Canada)","funders":"","keywords":"Baseline (sea); Environmental data; Endangered species; Natural (archaeology); Corporation; Environmental impact assessment; Groundwater; Environmental monitoring; Environmental science; Structural basin; Environmental resource management; Natural resource; Geography; Business; Engineering; Geology; Environmental engineering; Ecology; Archaeology; Oceanography","score_opus":0.06596822036527943,"score_gpt":0.36225205870160904,"score_spread":0.2962838383363296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897029359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84099907,0.0002409014,0.0090970965,0.016692841,0.00012039805,0.00054137595,0.00014931413,0.0001457831,0.13201322],"genre_scores_gemma":[0.9768887,0.00016910023,0.0045304415,0.0008704613,0.00004159706,0.0001629674,0.00004776847,0.0000189381,0.017270016],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9964927,0.0018842292,0.00007034386,0.00021051691,0.00050736737,0.00083489175],"domain_scores_gemma":[0.9965306,0.0015449653,0.00027850422,0.00015850434,0.00046701697,0.001020487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003362297,0.0003594929,0.0001399093,0.0010537489,0.013237924,0.0042216936,0.0015832832,0.002758938,0.0043176673],"category_scores_gemma":[0.0042196293,0.00020483123,0.00023047903,0.0012179578,0.003440544,0.002060704,0.0033767584,0.0024382921,0.00027082907],"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":[0.00036634837,0.0034618415,0.11609514,0.00037282778,0.00005934925,0.087396145,0.39375445,0.008185525,0.0061551007,0.15745169,0.06442173,0.1622799],"study_design_scores_gemma":[0.000046318673,0.00056268147,0.033335187,0.00022634785,0.000026217313,0.0069660065,0.745207,0.010219227,0.0030845609,0.006590797,0.19367766,0.000057944853],"about_ca_topic_score_codex":0.07917519,"about_ca_topic_score_gemma":0.15713309,"teacher_disagreement_score":0.07917519,"about_ca_system_score_codex":0.00755171,"about_ca_system_score_gemma":0.007908238,"threshold_uncertainty_score":0.15742862},"labels":[],"label_agreement":null},{"id":"W2898079768","doi":"","title":"Editorial: Risk and Crisis Communication","year":2014,"lang":"en","type":"editorial","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Risk communication; Crisis communication; Political science; Business; Risk analysis (engineering); Public relations","score_opus":0.1378795180716711,"score_gpt":0.5648737090288416,"score_spread":0.4269941909571705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898079768","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017238566,0.0027819313,0.000044925317,0.02782741,0.9681473,0.000017293547,0.000041207782,0.000026488879,0.0010962621],"genre_scores_gemma":[0.0003296234,0.002367933,0.000046665147,0.011574447,0.9794781,0.000023459274,0.00003196622,0.000021069709,0.0061267926],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99278367,0.0015010153,0.000984113,0.0007033423,0.0034957996,0.0005321597],"domain_scores_gemma":[0.96369904,0.014763827,0.0024503842,0.0009407874,0.014037443,0.0041084653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0089035705,0.005831755,0.005176431,0.01196298,0.0057447995,0.01139757,0.00624036,0.02812297,0.031016605],"category_scores_gemma":[0.047095075,0.0017493697,0.004057942,0.0041058525,0.0036136569,0.006004945,0.0032695634,0.016977604,0.014770946],"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":[0.000015211897,0.000009992316,0.000013785201,0.00009861639,0.00001048977,0.00006173687,0.000007164755,0.000015319953,0.000011130483,0.00012885514,0.9975623,0.0020653403],"study_design_scores_gemma":[0.00013138122,0.000033935503,0.0004408756,0.00091058336,0.00013014255,0.00024682542,0.00008367282,0.00024260765,0.000086356216,0.001660466,0.9960038,0.000029281307],"about_ca_topic_score_codex":0.0036612307,"about_ca_topic_score_gemma":0.0077538346,"teacher_disagreement_score":0.031016605,"about_ca_system_score_codex":0.0058625867,"about_ca_system_score_gemma":0.0067552365,"threshold_uncertainty_score":0.1037609},"labels":[],"label_agreement":null},{"id":"W2900352914","doi":"10.1080/10510974.2018.1539021","title":"Contextualizing Nonprofits’ Use of Links on Twitter During the West African Ebola Virus Epidemic","year":2018,"lang":"en","type":"article","venue":"Communication Studies","topic":"Public Relations and Crisis Communication","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":"SR Research (Canada)","funders":"","keywords":"Public relations; Social media; Hyperlink; Ebola virus; Work (physics); Political science; Fund raising; Crisis communication; Coronavirus disease 2019 (COVID-19); Advertising; Business; Higher education; Computer science; Medicine; Law; World Wide Web; Virology; Engineering","score_opus":0.23176180559354737,"score_gpt":0.4225240698074843,"score_spread":0.19076226421393694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900352914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889538,0.0002144519,0.00028787233,0.0015722776,0.000034179666,0.000017108368,0.00008335563,0.000009482991,0.008827466],"genre_scores_gemma":[0.9983152,0.00022736793,0.00015299565,0.00021263109,0.000020173624,0.000021762646,0.000049723592,0.0000088473935,0.0009913767],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9981704,0.0011842056,0.000049404905,0.0001180188,0.00016111608,0.0003169109],"domain_scores_gemma":[0.99003625,0.0058490257,0.002180142,0.0003504656,0.0006772486,0.0009069798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026247045,0.0002070886,0.00018718817,0.0013373011,0.0034745866,0.0034912077,0.00030641773,0.00080697745,0.0037551923],"category_scores_gemma":[0.012066778,0.00018264278,0.0000863336,0.0010565001,0.0016777201,0.0040780315,0.0037545022,0.0011593364,0.0004917202],"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":[0.00019884105,0.00015060858,0.10389052,0.0002326435,0.00002421823,0.0010478467,0.84876496,0.0001359526,0.002469148,0.002924977,0.0036011236,0.036559176],"study_design_scores_gemma":[0.000006504583,0.000071442315,0.0724096,0.00019750759,0.00001535931,0.00017324633,0.9018831,0.00029011254,0.00040048436,0.001204822,0.023325749,0.000022035234],"about_ca_topic_score_codex":0.008813291,"about_ca_topic_score_gemma":0.0210941,"teacher_disagreement_score":0.008813291,"about_ca_system_score_codex":0.0013513294,"about_ca_system_score_gemma":0.0010625502,"threshold_uncertainty_score":0.017524004},"labels":[],"label_agreement":null},{"id":"W2900541036","doi":"10.1016/j.ijinfomgt.2018.10.012","title":"Content features of tweets for effective communication during disasters: A media synchronicity theory perspective","year":2018,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":107,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Synchronicity; Social media; Risk communication; Perspective (graphical); Dissemination; Crisis communication; Computer science; Microblogging; Data science; World Wide Web; Psychology; Business; Artificial intelligence; Political science; Public relations; Risk analysis (engineering); Telecommunications","score_opus":0.01574480847740851,"score_gpt":0.32577956040704603,"score_spread":0.31003475192963753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900541036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8227741,0.0011550073,0.1253771,0.0055036223,0.0003060313,0.00036810327,0.0010797187,0.00036376514,0.04307258],"genre_scores_gemma":[0.99262416,0.0001621517,0.006365277,0.000073605814,0.000099900295,0.00006545507,0.00014969234,0.000035216806,0.0004245655],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99915385,0.00034288474,0.000057187117,0.00015376862,0.00016834441,0.00012405259],"domain_scores_gemma":[0.9833387,0.012351379,0.0022728357,0.00070404296,0.00090607663,0.00042688704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019108078,0.000530659,0.00035327033,0.0035955699,0.000993964,0.004242308,0.000785206,0.0013503381,0.0037726595],"category_scores_gemma":[0.020404102,0.0005036636,0.0004597545,0.0021149786,0.0019638883,0.007819514,0.0014233155,0.0012508241,0.0004210014],"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":[0.0019388425,0.0010404023,0.17620492,0.001359199,0.00041603015,0.0016113528,0.032557406,0.026323011,0.05419227,0.50267625,0.007970291,0.19371006],"study_design_scores_gemma":[0.0002083352,0.0010325909,0.25648642,0.0007388298,0.000605676,0.0012330429,0.03999525,0.21850179,0.020644562,0.44127458,0.018997233,0.000281689],"about_ca_topic_score_codex":0.0011842111,"about_ca_topic_score_gemma":0.0008370681,"teacher_disagreement_score":0.004242308,"about_ca_system_score_codex":0.0010995351,"about_ca_system_score_gemma":0.0010171138,"threshold_uncertainty_score":0.012620747},"labels":[],"label_agreement":null},{"id":"W2900857380","doi":"10.15173/jpc.v5i2.3746","title":"Public relations excellence","year":2018,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","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":"Canadian Armed Forces","funders":"","keywords":"Excellence; Public relations; Publics; Scholarship; Context (archaeology); Sociology; Political science; Field (mathematics); Management; Law","score_opus":0.10622432326330236,"score_gpt":0.40109205178599217,"score_spread":0.29486772852268983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900857380","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018320872,0.008781028,0.0028970847,0.74893266,0.015490256,0.000026608375,0.00004043063,0.00011430622,0.22188558],"genre_scores_gemma":[0.2958583,0.014214351,0.003184782,0.49007282,0.045630734,0.00015055406,0.00015955362,0.0003706635,0.15035819],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.970534,0.013462981,0.0014732577,0.0032681897,0.007377956,0.0038835225],"domain_scores_gemma":[0.97816205,0.011066551,0.0014766093,0.0025578372,0.004160404,0.0025766427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013215676,0.00051447406,0.0008481442,0.0013269864,0.007492078,0.015291608,0.0021421318,0.013276618,0.017131383],"category_scores_gemma":[0.038251996,0.00027775808,0.000999936,0.0016179449,0.017958438,0.01480848,0.01366159,0.016404947,0.0051155468],"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":[0.000009586077,0.00001720666,0.00014824719,0.00013876156,0.000009012761,0.0001459875,0.005260498,0.00006264239,0.000050288087,0.7621047,0.20990783,0.02214529],"study_design_scores_gemma":[0.000004648928,0.000011991064,0.00023475294,0.00020564026,0.0000044569356,0.00018810132,0.0020243174,0.000039930095,0.00007360086,0.072996765,0.9242048,0.000010871419],"about_ca_topic_score_codex":0.0026690098,"about_ca_topic_score_gemma":0.004441505,"teacher_disagreement_score":0.017131383,"about_ca_system_score_codex":0.0074767014,"about_ca_system_score_gemma":0.011917341,"threshold_uncertainty_score":0.06989199},"labels":[],"label_agreement":null},{"id":"W2900891520","doi":"10.15173/jpc.v5i2.3748","title":"Roles, decision-making, and access to the dominant coalition","year":2018,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","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":"Mount Saint Vincent University","funders":"","keywords":"Public relations; Perception; Professional communication; Organizational communication; Political science; Line management; Business; Psychology; Management; Economics","score_opus":0.041032085762630066,"score_gpt":0.4432577031573026,"score_spread":0.40222561739467255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900891520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93382406,0.00033940977,0.0015089138,0.0023152658,0.000027386512,0.000033413606,0.00004030608,0.00001211112,0.061899055],"genre_scores_gemma":[0.99697745,0.000070588416,0.00017037908,0.00004748279,0.0000036150002,0.0000035398973,0.000014336667,0.0000030434271,0.0027096325],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9948886,0.001817983,0.0001356895,0.00033190948,0.0011197405,0.0017061732],"domain_scores_gemma":[0.98872745,0.0031577807,0.0015384123,0.000442175,0.0014375659,0.004696638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050458643,0.00032268747,0.00017989759,0.0021172352,0.007319389,0.0069027334,0.00085961825,0.00076928345,0.012694563],"category_scores_gemma":[0.017064294,0.0002457926,0.00020377757,0.00088714156,0.004941508,0.0023116902,0.00383372,0.0013686032,0.0007039936],"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":[0.00053913804,0.00051039987,0.4917692,0.00013788902,0.00008008453,0.0015203636,0.2981434,0.00087875413,0.0045625744,0.06702148,0.0048552724,0.12998147],"study_design_scores_gemma":[0.00007955714,0.00023187815,0.36034936,0.00035771806,0.000056555164,0.0007897759,0.5225752,0.0036871654,0.0016801923,0.035532076,0.074532285,0.00012821035],"about_ca_topic_score_codex":0.2204526,"about_ca_topic_score_gemma":0.3287673,"teacher_disagreement_score":0.2204526,"about_ca_system_score_codex":0.006149304,"about_ca_system_score_gemma":0.014153406,"threshold_uncertainty_score":0.43833888},"labels":[],"label_agreement":null},{"id":"W2901343234","doi":"10.15173/jpc.v5i2.3749","title":"Public relations in strategic management","year":2018,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Scholarship; Function (biology); Strategic management; Perspective (graphical); Public relations; Process (computing); Business; Core (optical fiber); Knowledge management; Management; Process management; Sociology; Political science; Marketing; Computer science; Economics; Law","score_opus":0.1404777700428241,"score_gpt":0.40833113364836676,"score_spread":0.2678533636055427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901343234","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008285907,0.080818355,0.012671213,0.17137493,0.0026346473,0.000078276455,0.000061309605,0.00010870741,0.72396666],"genre_scores_gemma":[0.84719414,0.050838113,0.0045036892,0.024347033,0.004051844,0.0002212656,0.00007907628,0.00012934227,0.068635516],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9917887,0.005795358,0.00020725484,0.0005172827,0.0009060577,0.0007854418],"domain_scores_gemma":[0.99430424,0.0036157493,0.0006242767,0.00044577764,0.00040999087,0.00059988146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0068174107,0.0006509974,0.0004820346,0.0024094607,0.005625022,0.017438212,0.00084021373,0.005958318,0.012409798],"category_scores_gemma":[0.007078798,0.00031959155,0.00036001214,0.0042331065,0.029777773,0.009971616,0.0050048744,0.006368499,0.0019934885],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034750856,0.000009046274,0.00012511335,0.000052502033,0.0000022631864,0.000038999868,0.002792165,0.00010959272,0.000018833225,0.9825545,0.0062800976,0.00801345],"study_design_scores_gemma":[0.000011559197,0.000027704069,0.0004381335,0.00048302748,0.000005239536,0.00014629995,0.006117563,0.00024225861,0.00006923874,0.65392965,0.338517,0.000012283925],"about_ca_topic_score_codex":0.005867452,"about_ca_topic_score_gemma":0.0046332288,"teacher_disagreement_score":0.017438212,"about_ca_system_score_codex":0.011627315,"about_ca_system_score_gemma":0.014857806,"threshold_uncertainty_score":0.08436251},"labels":[],"label_agreement":null},{"id":"W2910010896","doi":"10.4000/communicationorganisation.6653","title":"Big Data et relations publiques, étude de cas des pratiques numériques de Revenu Québec","year":2018,"lang":"fr","type":"article","venue":"Communication et organisation","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.11693352350416107,"score_gpt":0.3921948669020435,"score_spread":0.27526134339788244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910010896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71355575,0.016163796,0.007260773,0.10721775,0.00040552331,0.00025855907,0.01590219,0.00021011503,0.1390256],"genre_scores_gemma":[0.97253233,0.0040523624,0.0017741319,0.0016177103,0.0000921012,0.00015461248,0.001876941,0.000042027696,0.017857753],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9940481,0.0015490189,0.00025309526,0.0005648775,0.002825018,0.0007598308],"domain_scores_gemma":[0.9556826,0.017425504,0.006074479,0.0025766403,0.015241977,0.0029988457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071645216,0.00026448586,0.00049821974,0.0060208673,0.0069818757,0.007823291,0.0012871632,0.0009631651,0.007751421],"category_scores_gemma":[0.036411297,0.0003156857,0.0002661148,0.018234786,0.0040988238,0.003996224,0.002921692,0.0022489566,0.00034939527],"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":[0.00018403068,0.00014134769,0.36214063,0.0011751362,0.00030930978,0.001053232,0.16316725,0.0019274362,0.00080783135,0.20660442,0.09146575,0.17102367],"study_design_scores_gemma":[0.000018472216,0.00003409782,0.6003252,0.0012330171,0.000071636176,0.00020631001,0.0981345,0.004037051,0.0005269348,0.0110269915,0.28424698,0.0001388109],"about_ca_topic_score_codex":0.9671707,"about_ca_topic_score_gemma":0.97191215,"teacher_disagreement_score":0.061085984,"about_ca_system_score_codex":0.061085984,"about_ca_system_score_gemma":0.066418,"threshold_uncertainty_score":0.4432119},"labels":[],"label_agreement":null},{"id":"W2911358142","doi":"10.1002/pa.1869","title":"The use of Facebook in the recruitment of foster carers: A dialogic analysis","year":2019,"lang":"en","type":"article","venue":"Journal of Public Affairs","topic":"Public Relations and Crisis Communication","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":"Dialogic; Social media; Public relations; Sociology; Quarter (Canadian coin); Political science; Pedagogy","score_opus":0.2354380455698419,"score_gpt":0.36426782438412497,"score_spread":0.12882977881428306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911358142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99188906,0.00046240597,0.0008678062,0.0014387291,0.00002278711,0.00047336327,0.00006841863,0.000008688172,0.0047686733],"genre_scores_gemma":[0.99633324,0.00059956464,0.0010801039,0.0003727311,0.000019433786,0.00052393554,0.000057807538,0.000007707097,0.001005464],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96362466,0.029214816,0.0015092422,0.0009408243,0.0030441862,0.0016663226],"domain_scores_gemma":[0.9260188,0.059893806,0.005403217,0.0012008424,0.0050226604,0.0024606027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.034252234,0.0003068536,0.0005113395,0.004254829,0.0066529606,0.007202385,0.001204614,0.0012535654,0.002541423],"category_scores_gemma":[0.075277895,0.0004995355,0.0003648896,0.0024206468,0.0031522138,0.0045637083,0.0074832262,0.0017914531,0.00035297696],"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":[0.00010577261,0.0001678965,0.063808896,0.00035086976,0.000018068109,0.00043537022,0.90649354,0.000038394253,0.00040065442,0.0012064283,0.00043477747,0.02653928],"study_design_scores_gemma":[0.000014879258,0.000111837035,0.035566047,0.00039750495,0.000018500254,0.00014806054,0.9589331,0.00021440757,0.00028050772,0.00042376673,0.0038705617,0.000020797419],"about_ca_topic_score_codex":0.0076158494,"about_ca_topic_score_gemma":0.01789116,"teacher_disagreement_score":0.034252234,"about_ca_system_score_codex":0.0042247814,"about_ca_system_score_gemma":0.0073126364,"threshold_uncertainty_score":0.18114531},"labels":[],"label_agreement":null},{"id":"W2918403188","doi":"10.22230/cjc.2019v44n1a3272","title":"Quasi-Gatekeeping and Quasi-Gatewatching: The Dual Role of Public Relations Practitioners in the Social Media Domain","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gatekeeping; Social media; Public relations; Public domain; Media relations; Publics; Political science; Sociology; Function (biology); Dual (grammatical number); Biology; Geography","score_opus":0.029962937277115867,"score_gpt":0.2963663679927443,"score_spread":0.26640343071562844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918403188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6786183,0.003931082,0.06670553,0.05062629,0.00039540077,0.0003643888,0.00007622804,0.00016431122,0.19911838],"genre_scores_gemma":[0.99346703,0.0004363894,0.0023249823,0.0009351663,0.000059563088,0.00010389374,0.000010483233,0.000026503958,0.002636074],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.95896614,0.033247802,0.0007906137,0.001976799,0.0027670183,0.0022516453],"domain_scores_gemma":[0.91850543,0.06191337,0.0067637805,0.0052333702,0.0033011176,0.0042829267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026855882,0.0004945674,0.0005235511,0.0036637797,0.009448671,0.01575452,0.0018756882,0.0034664941,0.007008314],"category_scores_gemma":[0.048361894,0.0007274145,0.00032197632,0.0028297324,0.038742106,0.01963501,0.0108471485,0.0039045361,0.0006684981],"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":[0.00011130882,0.00015903311,0.009872039,0.0004060836,0.000013620183,0.00037997813,0.53203124,0.00018655728,0.00096823473,0.40057638,0.0021505128,0.053145118],"study_design_scores_gemma":[0.00007317884,0.00017701015,0.00988189,0.0014974404,0.000029907233,0.00047484352,0.7087274,0.001961599,0.0010414899,0.17032287,0.105726145,0.00008622031],"about_ca_topic_score_codex":0.00451064,"about_ca_topic_score_gemma":0.0051012435,"teacher_disagreement_score":0.026855882,"about_ca_system_score_codex":0.0065943464,"about_ca_system_score_gemma":0.009550338,"threshold_uncertainty_score":0.14202923},"labels":[],"label_agreement":null},{"id":"W2921528486","doi":"10.1002/9781405186407.wbiece047","title":"Excellence Theory in Public Relations","year":2008,"lang":"en","type":"other","venue":"The International Encyclopedia of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Excellence; Public relations; Government (linguistics); Sociology; Qualitative property; Political science; Diversity (politics); Public administration; Law","score_opus":0.025565466121821603,"score_gpt":0.30229764397010833,"score_spread":0.27673217784828674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921528486","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007785364,0.016773349,0.056662884,0.024971526,0.0008126725,0.00016365063,0.00009739053,0.00009537421,0.8926378],"genre_scores_gemma":[0.88234866,0.023857998,0.019915955,0.008184289,0.0034622005,0.0006439674,0.0002093523,0.00012376714,0.06125383],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9882023,0.006168829,0.00048023486,0.0011990065,0.0028814324,0.0010681462],"domain_scores_gemma":[0.9937103,0.003657205,0.00053906057,0.0005696664,0.0010308295,0.0004928808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007379882,0.00083295524,0.00097104674,0.0043567005,0.0045324853,0.010783423,0.0014295275,0.0041836444,0.009520566],"category_scores_gemma":[0.0098998435,0.00026368545,0.000876846,0.005319984,0.025795192,0.012191422,0.005778208,0.0038644867,0.0023762307],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016590867,0.000006176447,0.00006985478,0.000032894262,0.0000021760834,0.000012509722,0.0003945627,0.00013692591,0.000008435089,0.9945873,0.0013869336,0.0033605255],"study_design_scores_gemma":[0.000008433287,0.000012910097,0.00024347326,0.00012387744,0.0000037861876,0.0000644873,0.0005366214,0.0003465883,0.000042889074,0.92784804,0.070762195,0.0000066951416],"about_ca_topic_score_codex":0.0027543302,"about_ca_topic_score_gemma":0.0010632023,"teacher_disagreement_score":0.010790745,"about_ca_system_score_codex":0.010790745,"about_ca_system_score_gemma":0.00628493,"threshold_uncertainty_score":0.07829273},"labels":[],"label_agreement":null},{"id":"W2923524907","doi":"10.1002/9781119010722.iesc0024","title":"Communication as Constitutive of Organization (<scp>CCO</scp>)","year":2018,"lang":"en","type":"other","venue":"The International Encyclopedia of Strategic Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Scholarship; Organizational communication; Key (lock); Molecular communication; Public relations; Communication; Knowledge management; Sociology; Business; Political science; Engineering; Computer science; Telecommunications; Computer security; Channel (broadcasting)","score_opus":0.026582466799441446,"score_gpt":0.308220711452108,"score_spread":0.28163824465266657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923524907","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008395973,0.024762256,0.007406411,0.060792685,0.006379485,0.00007561051,0.0004811712,0.00013632195,0.8915701],"genre_scores_gemma":[0.75195795,0.050127927,0.0069118785,0.010987248,0.009316125,0.00043858442,0.0009812885,0.00035282277,0.16892616],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99765956,0.001087075,0.00012441246,0.00027744097,0.0006385552,0.00021298688],"domain_scores_gemma":[0.9966844,0.0018086231,0.00039428382,0.0003422567,0.00045712868,0.00031345928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002130426,0.0004139245,0.0002907776,0.0021280684,0.0040923506,0.01028834,0.00068724767,0.003464956,0.019347271],"category_scores_gemma":[0.006448689,0.00015349197,0.00027079086,0.0042185313,0.012398892,0.007160408,0.0044914302,0.0036768385,0.0039467467],"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":[0.0000090660105,0.000007073252,0.0001242896,0.00017195793,0.0000015487943,0.000060313072,0.0044267885,0.00004198274,0.00007546336,0.9225689,0.04502343,0.02748931],"study_design_scores_gemma":[0.000005744964,0.000019830477,0.0011347055,0.0012275687,0.000004680151,0.0004144609,0.0063170725,0.00024257763,0.00031933733,0.2218501,0.7684458,0.00001802695],"about_ca_topic_score_codex":0.0048492877,"about_ca_topic_score_gemma":0.0038793173,"teacher_disagreement_score":0.019347271,"about_ca_system_score_codex":0.0038974464,"about_ca_system_score_gemma":0.0044195196,"threshold_uncertainty_score":0.064723074},"labels":[],"label_agreement":null},{"id":"W2925252095","doi":"10.1002/pa.1932","title":"A comparative study of Twitter utilization in disaster management between public and private organizations","year":2019,"lang":"en","type":"article","venue":"Journal of Public Affairs","topic":"Public Relations and Crisis Communication","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":"Brock University","funders":"European Commission","keywords":"Dissemination; Emergency management; Variety (cybernetics); Business; Public relations; Social media; Information Dissemination; Knowledge management; Political science; Computer science","score_opus":0.08740093090676888,"score_gpt":0.3543450925517293,"score_spread":0.26694416164496043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2925252095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99801767,0.00006696111,0.00004870642,0.00015684901,0.0000056052486,0.000009251651,0.000029467821,0.0000018169605,0.0016637339],"genre_scores_gemma":[0.9993808,0.00007736428,0.000035760142,0.000030581992,0.000005035427,0.000012866459,0.000023447088,0.0000014434088,0.00043271756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985607,0.0007092604,0.00011632868,0.00009624728,0.0001769686,0.00034042276],"domain_scores_gemma":[0.9926603,0.0032723453,0.00194422,0.000255939,0.0008152347,0.0010520186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015196285,0.00011407788,0.00019001738,0.0012035209,0.0016399045,0.001497622,0.00027827788,0.00055018486,0.003335521],"category_scores_gemma":[0.008232289,0.00016208181,0.00020593475,0.0012314492,0.000543451,0.0019674206,0.0013245826,0.00043950864,0.00036702404],"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":[0.0007709815,0.00089772226,0.6880937,0.00032021792,0.000071773,0.0007625485,0.24274185,0.00012947385,0.001724572,0.0014962374,0.0018387007,0.06115224],"study_design_scores_gemma":[0.000010478573,0.00043471874,0.58511615,0.000076908895,0.000029899711,0.00018378416,0.40902302,0.00032948877,0.00027561813,0.0001334326,0.004367574,0.000018990175],"about_ca_topic_score_codex":0.0039576585,"about_ca_topic_score_gemma":0.0076849526,"teacher_disagreement_score":0.0039576585,"about_ca_system_score_codex":0.0010976169,"about_ca_system_score_gemma":0.0010198554,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2928031596","doi":"10.18689/mjiem-1000108","title":"The Rhetoric of Healthcare Professionals: Infectious Communication and its Effects","year":2018,"lang":"en","type":"article","venue":"Madridge Journal of Internal and Emergency Medicine","topic":"Public Relations and Crisis Communication","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 Lethbridge; University of Calgary","funders":"","keywords":"Rhetoric; Health professionals; Health care; Medicine; Psychology; Political science; Linguistics; Philosophy","score_opus":0.02476126504635555,"score_gpt":0.38140670038834884,"score_spread":0.3566454353419933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2928031596","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05537316,0.04447203,0.003628549,0.6128573,0.004534203,0.000044664186,0.00008640109,0.000059785758,0.2789439],"genre_scores_gemma":[0.93238807,0.012869235,0.001328652,0.040813524,0.004787631,0.000079410216,0.000029388815,0.000059372644,0.007644786],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9784883,0.01793119,0.00029379388,0.00052937295,0.002009665,0.0007475985],"domain_scores_gemma":[0.90682244,0.082813434,0.0047150785,0.0011452647,0.002517655,0.0019860936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016535565,0.00073025,0.0004951065,0.0036048326,0.009376113,0.014689989,0.0011765519,0.008139794,0.008072722],"category_scores_gemma":[0.05054002,0.00044051616,0.0004626944,0.002191539,0.03250737,0.010608498,0.0074540824,0.0076810587,0.0009028044],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019455682,0.000121729754,0.002833447,0.00067239156,0.000034100827,0.0007715623,0.15425986,0.00015995797,0.0003061112,0.76978564,0.040882632,0.029977966],"study_design_scores_gemma":[0.00027334187,0.00029844517,0.006535427,0.0045385365,0.000111190224,0.0018814582,0.15638612,0.0009558692,0.0009218552,0.50049454,0.32748637,0.00011681542],"about_ca_topic_score_codex":0.0028613827,"about_ca_topic_score_gemma":0.0018708744,"teacher_disagreement_score":0.016535565,"about_ca_system_score_codex":0.006198898,"about_ca_system_score_gemma":0.0055193705,"threshold_uncertainty_score":0.08744949},"labels":[],"label_agreement":null},{"id":"W2942445558","doi":"10.1163/1871191x-14101011","title":"Adapting Public Diplomacy to the Populist Challenge","year":2019,"lang":"en","type":"article","venue":"The Hague Journal of Diplomacy","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Balsillie School of International Affairs; University of Waterloo","funders":"","keywords":"Public diplomacy; Populism; Diplomacy; Political science; Political economy; Foreign policy; Reputation; Incentive; Public opinion; Politics; Technocracy; Public administration; Public relations; Sociology; Law; Economics","score_opus":0.04198246513000765,"score_gpt":0.3415963152413018,"score_spread":0.29961385011129416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942445558","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24858168,0.0015941204,0.012941179,0.13888563,0.0012557982,0.00014152811,0.000037626818,0.00019946753,0.5963631],"genre_scores_gemma":[0.98079294,0.0002465694,0.000627187,0.004407908,0.0001856502,0.000046362074,0.000007714459,0.00003400148,0.013651696],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99193,0.0046800654,0.0001248297,0.00040812022,0.0008726107,0.001984346],"domain_scores_gemma":[0.9954104,0.0021004835,0.0004037839,0.00059471175,0.00046562662,0.0010250377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073497393,0.00033864626,0.00037850149,0.0010380722,0.0062752916,0.012314617,0.0014170517,0.0045197434,0.008859908],"category_scores_gemma":[0.010234662,0.00020790867,0.0003303221,0.000779885,0.019571375,0.0064033386,0.019258415,0.0061073373,0.00088128826],"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":[0.000060731698,0.00010764761,0.0026516982,0.00010225693,0.0000112999405,0.0009876628,0.047654476,0.0010758701,0.00064324186,0.89984316,0.015502069,0.03135984],"study_design_scores_gemma":[0.0000517437,0.00014434793,0.0039958246,0.00045457855,0.000011058164,0.00056387443,0.116751425,0.0018032404,0.0008577526,0.40077794,0.47452143,0.00006685106],"about_ca_topic_score_codex":0.0025503484,"about_ca_topic_score_gemma":0.0034238703,"teacher_disagreement_score":0.012314617,"about_ca_system_score_codex":0.007372774,"about_ca_system_score_gemma":0.005152865,"threshold_uncertainty_score":0.0534935},"labels":[],"label_agreement":null},{"id":"W2943413782","doi":"10.1111/1468-5973.12265","title":"Public attention to extreme weather as reflected by social media activity","year":2019,"lang":"en","type":"article","venue":"Journal of Contingencies and Crisis Management","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Tornado; Social media; Extreme weather; Interpretation (philosophy); Storm; Microblogging; Risk communication; Event (particle physics); Information sharing; Public relations; Crisis communication; Political science; Climate change; Computer science; Business; Meteorology; Geography; Risk analysis (engineering)","score_opus":0.054560993288729244,"score_gpt":0.30610039124507477,"score_spread":0.2515393979563455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943413782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942478,0.00005698979,0.00014843463,0.00023972966,0.000014267788,0.00001326622,0.00013953588,0.000007307295,0.0051326114],"genre_scores_gemma":[0.9993807,0.000056248027,0.0000794672,0.00002773256,0.000024386714,0.0000130541275,0.00005946633,0.0000021894566,0.00035669794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923277,0.00036135162,0.00004652774,0.00008151074,0.00016958707,0.00010821274],"domain_scores_gemma":[0.9877685,0.0062993113,0.0040426897,0.00029266076,0.0009639572,0.0006330489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008797026,0.00014265449,0.00015955963,0.0014829887,0.00054688705,0.001571921,0.00019409097,0.0004861382,0.0034974425],"category_scores_gemma":[0.008723441,0.0001043048,0.000109450644,0.0009284366,0.00041193233,0.0009136913,0.0011665246,0.0005742353,0.00035295557],"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":[0.00064515276,0.0003245059,0.8993906,0.00022925729,0.00011853626,0.00037990249,0.043720465,0.000382927,0.0072656907,0.0010188625,0.0019400421,0.044584114],"study_design_scores_gemma":[0.000008102733,0.00022003417,0.9519112,0.00006723833,0.00003823963,0.00014284863,0.041197415,0.0010813143,0.0009977098,0.00051494164,0.0037945416,0.000026387523],"about_ca_topic_score_codex":0.0017777644,"about_ca_topic_score_gemma":0.002437572,"teacher_disagreement_score":0.0034974425,"about_ca_system_score_codex":0.00040216424,"about_ca_system_score_gemma":0.0002146371,"threshold_uncertainty_score":0.011700153},"labels":[],"label_agreement":null},{"id":"W2945045350","doi":"10.5539/ijms.v11n2p87","title":"Evaluating the Marketing Communication Strategy of Volkswagen in Post-Crisis Period: Application of Image Repair Theory","year":2019,"lang":"en","type":"article","venue":"International Journal of Marketing Studies","topic":"Public Relations and Crisis Communication","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":"Period (music); Marketing; Position (finance); Crisis communication; Business; Marketing communication; Marketing strategy; Underpinning; Advertising; Public relations; Political science; Engineering; Finance","score_opus":0.03759418416576766,"score_gpt":0.4192530409461731,"score_spread":0.38165885678040545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945045350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98678106,0.000115229035,0.00067568326,0.0006158911,0.000016575446,0.00009594721,0.00002766098,0.000006581993,0.01166535],"genre_scores_gemma":[0.9974642,0.00012478292,0.0007570571,0.000060930735,0.0000060287375,0.000050205697,0.000017920627,0.000005212872,0.0015135497],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99608934,0.0024734125,0.00012215832,0.00019132964,0.0005933272,0.00053043675],"domain_scores_gemma":[0.9923125,0.0047483253,0.0011818416,0.00016039143,0.0009865332,0.0006103826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045055067,0.00029369636,0.00026259036,0.0020476007,0.0030484565,0.004693349,0.0007082725,0.0014171981,0.003431117],"category_scores_gemma":[0.009094344,0.00018345157,0.00025022207,0.0011608757,0.0024291824,0.00338665,0.0019471787,0.0012158059,0.0003177147],"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":[0.0005762793,0.0017045208,0.12526518,0.000978114,0.00005554408,0.010231199,0.74139875,0.0019884377,0.0058485023,0.015487673,0.0038169462,0.09264881],"study_design_scores_gemma":[0.000011587699,0.00041301,0.050097093,0.00018077683,0.000018677134,0.0004213405,0.9366978,0.002246303,0.0016210108,0.0010944585,0.007167483,0.000030425525],"about_ca_topic_score_codex":0.0044104713,"about_ca_topic_score_gemma":0.0074230097,"teacher_disagreement_score":0.004693349,"about_ca_system_score_codex":0.0039953664,"about_ca_system_score_gemma":0.0022723393,"threshold_uncertainty_score":0.0289886},"labels":[],"label_agreement":null},{"id":"W2947067218","doi":"10.1177/2167479519852285","title":"An Examination of Michigan State University’s Image Repair via Facebook and the Public Response Following the Larry Nassar Scandal","year":2019,"lang":"en","type":"article","venue":"Communication & Sport","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Blame; State (computer science); Sociology; Criminology; Psychology; Law; Political science; Computer science; Social psychology","score_opus":0.01056591128854851,"score_gpt":0.2658407675366847,"score_spread":0.2552748562481362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947067218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909739,0.00008877966,0.00009649402,0.0019400752,0.000044967193,0.000026474381,0.000035400502,0.000017324943,0.006776569],"genre_scores_gemma":[0.9964218,0.00018348,0.00016420914,0.0006691802,0.00004820338,0.00004471607,0.000034132256,0.000011154311,0.0024230164],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99702543,0.0018983111,0.0001224567,0.000111043904,0.0005131818,0.00032962588],"domain_scores_gemma":[0.9869321,0.005746959,0.0035239542,0.0006147688,0.0018993636,0.0012829474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00385898,0.00031751365,0.00024676634,0.0016510079,0.0068120626,0.003581012,0.00064086885,0.0014945534,0.0040584896],"category_scores_gemma":[0.015550612,0.0003529601,0.00022444375,0.0007815322,0.0026207927,0.002753089,0.0027851479,0.0016840277,0.0005909534],"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":[0.00012252001,0.0004289594,0.15250154,0.00014552483,0.000028518354,0.0013618211,0.8084152,0.000058453614,0.002556059,0.0009583623,0.005714097,0.02770902],"study_design_scores_gemma":[0.000003612876,0.00019030205,0.108954705,0.00009131367,0.00001058579,0.00037047625,0.87860835,0.0001602047,0.0005032447,0.00008928375,0.010990566,0.000027427275],"about_ca_topic_score_codex":0.009458106,"about_ca_topic_score_gemma":0.03290166,"teacher_disagreement_score":0.009458106,"about_ca_system_score_codex":0.0021013182,"about_ca_system_score_gemma":0.0013390387,"threshold_uncertainty_score":0.020408511},"labels":[],"label_agreement":null},{"id":"W2948538967","doi":"","title":"Toward a Better Understanding and Management of Product Recall","year":2018,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Public Relations and Crisis Communication","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":"Ivey Business School, Western University","keywords":"Recall; Product (mathematics); Face (sociological concept); Marketing; New product development; Business; Public relations; Psychology; Political science; Sociology; Cognitive psychology; Social science","score_opus":0.25062913737333936,"score_gpt":0.3691494178949086,"score_spread":0.11852028052156927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948538967","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12500958,0.05264644,0.14613198,0.45281062,0.0010067236,0.00047972618,0.0002393825,0.0004057011,0.22126989],"genre_scores_gemma":[0.88091063,0.037028044,0.055392705,0.012552183,0.0012270566,0.00034767596,0.00016572895,0.0001180118,0.012257881],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9869431,0.0065398673,0.00089533353,0.0016932932,0.003044324,0.0008840806],"domain_scores_gemma":[0.9534688,0.023971776,0.011745572,0.0039458247,0.005270518,0.0015975613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017439045,0.0011832274,0.0009593601,0.0069122124,0.0058774925,0.024552854,0.0040208395,0.0077959057,0.005929242],"category_scores_gemma":[0.02999548,0.0009865265,0.00077853363,0.0061995587,0.03221299,0.04262658,0.008530822,0.010322197,0.0007976583],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031909392,0.00026358597,0.01664621,0.00058891834,0.000053775075,0.0003130161,0.061010122,0.0029025695,0.00056828145,0.76872945,0.016016684,0.13287555],"study_design_scores_gemma":[0.000022092725,0.00017206791,0.018658794,0.0017883369,0.000037593712,0.00042441866,0.12371877,0.005808547,0.0009913938,0.6129026,0.23532465,0.00015071828],"about_ca_topic_score_codex":0.008041114,"about_ca_topic_score_gemma":0.0061264704,"teacher_disagreement_score":0.024552854,"about_ca_system_score_codex":0.013790124,"about_ca_system_score_gemma":0.013343028,"threshold_uncertainty_score":0.1000548},"labels":[],"label_agreement":null},{"id":"W2949899003","doi":"10.4324/9781315764832-21","title":"Police ‘Image Work’ in an Era of Social Media: YouTube and the 2007 Montebello Summit Protest","year":2014,"lang":"en","type":"article","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Summit; Public security; Political science; Social media; Media studies; Work (physics); Sociology; Criminology; Public administration; Law; Geography; Engineering; Cartography","score_opus":0.019578837778062436,"score_gpt":0.30087707979145695,"score_spread":0.2812982420133945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949899003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7662926,0.0030429338,0.0003306026,0.10377601,0.0011269996,0.0000545754,0.0008677324,0.00005717195,0.124451414],"genre_scores_gemma":[0.9826933,0.0010855363,0.000114587114,0.0039695385,0.00029048396,0.000031057345,0.00024214709,0.00006481468,0.011508509],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983876,0.0006235615,0.000025885121,0.00010280226,0.0003325106,0.0005277149],"domain_scores_gemma":[0.99592906,0.0010850835,0.0005881798,0.00020111217,0.00086530653,0.0013312716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021799796,0.00032905795,0.00030673546,0.0018927645,0.017978076,0.013163208,0.0011936983,0.0028486336,0.008413105],"category_scores_gemma":[0.006255234,0.00042505658,0.00020093862,0.0027536585,0.010004484,0.0062449686,0.0046855323,0.0047560213,0.0011334432],"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":[0.00023298872,0.00019177323,0.04006754,0.00012819459,0.000043338125,0.0012827703,0.7886461,0.00009293548,0.00068864407,0.01274896,0.11687477,0.03900198],"study_design_scores_gemma":[0.000017818962,0.000038424594,0.09521716,0.00018543082,0.000015714939,0.00012754164,0.8053793,0.0000985183,0.00016110492,0.0012728033,0.097439155,0.00004709182],"about_ca_topic_score_codex":0.6017269,"about_ca_topic_score_gemma":0.79630053,"teacher_disagreement_score":0.6017269,"about_ca_system_score_codex":0.015377654,"about_ca_system_score_gemma":0.007694712,"threshold_uncertainty_score":0.8012372},"labels":[],"label_agreement":null},{"id":"W2950420169","doi":"10.1177/1056492619853365","title":"Theorizing About an AOM President’s Response to Crisis and the Counter Responses It Evoked","year":2019,"lang":"en","type":"article","venue":"Journal of Management Inquiry","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sensemaking; Bureaucracy; Power (physics); Field (mathematics); Public relations; Sociology; Organizational theory; Set (abstract data type); Political science; Management; Law; Politics; Economics","score_opus":0.03573810287516061,"score_gpt":0.36155863213405426,"score_spread":0.32582052925889365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950420169","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15909952,0.0040851263,0.02100614,0.5513641,0.0035201015,0.00015006377,0.000049449125,0.000094978044,0.26063064],"genre_scores_gemma":[0.97676045,0.0014856796,0.003259854,0.011380916,0.00035492447,0.000077461555,0.000018320256,0.00003717766,0.006625315],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9930554,0.004948367,0.0001612392,0.00036742853,0.00074449455,0.0007230989],"domain_scores_gemma":[0.9893243,0.006636917,0.0013232856,0.00037675354,0.0012051285,0.0011337168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01156923,0.0004287541,0.00025188347,0.0016675125,0.006968859,0.0096796965,0.0016681015,0.0069704964,0.003276458],"category_scores_gemma":[0.02030866,0.00033713385,0.00041375883,0.0009736833,0.021806432,0.011227995,0.003975399,0.00753576,0.00039620392],"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":[0.000049257425,0.000066896304,0.0046753665,0.00015930421,0.00002799498,0.0011923118,0.24801779,0.00076974457,0.00057863654,0.70691913,0.024723668,0.012819872],"study_design_scores_gemma":[0.000026455482,0.0000790092,0.0045105396,0.000592286,0.000019486282,0.00077387877,0.502701,0.0023439869,0.00065358693,0.2776036,0.2106286,0.00006762129],"about_ca_topic_score_codex":0.003577616,"about_ca_topic_score_gemma":0.005175314,"teacher_disagreement_score":0.01156923,"about_ca_system_score_codex":0.0048902673,"about_ca_system_score_gemma":0.0047457446,"threshold_uncertainty_score":0.061184704},"labels":[],"label_agreement":null},{"id":"W2955266486","doi":"10.1080/0267257x.2019.1620839","title":"Branding in the age of social media firestorms: how to create brand value by fighting back online","year":2019,"lang":"en","type":"article","venue":"Journal of Marketing Management","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Netnography; Social media; Perspective (graphical); Value (mathematics); Advertising; Brand management; Corporate branding; Brand equity; Marketing communication; Marketing; Employer branding; Business; Public relations; Political science; New product development; Product management","score_opus":0.02125554027560583,"score_gpt":0.29146349742507716,"score_spread":0.2702079571494713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955266486","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27517256,0.00703132,0.04906447,0.17018989,0.003970768,0.00020884474,0.0001442006,0.00060351694,0.49361455],"genre_scores_gemma":[0.9412471,0.0023104951,0.009866107,0.00925455,0.00060841115,0.00008251916,0.0000427266,0.00029703937,0.036291063],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978818,0.0012652647,0.00005071884,0.00018921429,0.00029454246,0.0003184882],"domain_scores_gemma":[0.9949764,0.0026563194,0.0005231018,0.00048752094,0.00045165134,0.0009050929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044933795,0.0006081275,0.00026296917,0.0012994182,0.008598284,0.015689446,0.001188502,0.0050225845,0.01399078],"category_scores_gemma":[0.011003785,0.00040679952,0.00042590225,0.0006091348,0.018429074,0.02719197,0.0076621,0.006074674,0.0033267539],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010465313,0.00014158637,0.0053074765,0.00026909116,0.00002680739,0.0012565114,0.40053427,0.00028989336,0.0024071184,0.47071648,0.03643206,0.08251401],"study_design_scores_gemma":[0.000030520354,0.00013737979,0.002752945,0.000622865,0.00003466073,0.0013108139,0.2989385,0.0016049352,0.0028232597,0.29946283,0.39217484,0.00010649359],"about_ca_topic_score_codex":0.0018846527,"about_ca_topic_score_gemma":0.003333317,"teacher_disagreement_score":0.015689446,"about_ca_system_score_codex":0.0021779817,"about_ca_system_score_gemma":0.0014985935,"threshold_uncertainty_score":0.046803832},"labels":[],"label_agreement":null},{"id":"W2962668235","doi":"10.1080/10510974.2019.1582546","title":"Unraveling Public Health Crises Across Stages: Understanding Twitter Emotions and Message Types During the California Measles Outbreak","year":2019,"lang":"en","type":"article","venue":"Communication Studies","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":57,"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":"Centers for Disease Control and Prevention; Canada Excellence Research Chairs, Government of Canada; University of Alabama; California Department of Public Health","keywords":"Sarcasm; Measles; Public health; Psychology; Social media; Outbreak; Stage (stratigraphy); Social psychology; Public relations; Applied psychology; Medicine; Political science; Nursing; Biology; Pathology; Vaccination","score_opus":0.24432842691677661,"score_gpt":0.41992486482299507,"score_spread":0.17559643790621846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962668235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954661,0.00021449836,0.00028767015,0.0006347046,0.00002257362,0.00002222844,0.00043701488,0.00000910198,0.0029061357],"genre_scores_gemma":[0.9982672,0.00024790235,0.000352468,0.0001388972,0.000033331162,0.00003985362,0.00033443992,0.000010633101,0.0005752524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994192,0.00023628931,0.00004604982,0.0000891497,0.00009844069,0.00011082074],"domain_scores_gemma":[0.99571854,0.0022537846,0.0012701906,0.0001331646,0.00040991537,0.00021442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010822682,0.00020981107,0.00021234648,0.0012227107,0.0009124542,0.0020085347,0.00026748946,0.00053253956,0.0014551351],"category_scores_gemma":[0.008876858,0.00023768106,0.00017986106,0.0009226411,0.0005646747,0.0031071275,0.001343378,0.00081128284,0.0002783519],"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":[0.0008855054,0.00015614962,0.716987,0.0006116975,0.00012594496,0.00073053536,0.20353313,0.00057739945,0.0074036825,0.0016004153,0.0055814264,0.06180709],"study_design_scores_gemma":[0.000011028662,0.00006230329,0.8731113,0.000146099,0.000045002154,0.00011856069,0.11670768,0.0014348486,0.0007355423,0.0006618242,0.0069269636,0.000038874274],"about_ca_topic_score_codex":0.010113489,"about_ca_topic_score_gemma":0.016949631,"teacher_disagreement_score":0.010113489,"about_ca_system_score_codex":0.00084990787,"about_ca_system_score_gemma":0.0004706467,"threshold_uncertainty_score":0.020109236},"labels":[],"label_agreement":null},{"id":"W2963150188","doi":"10.1007/s11024-019-09383-4","title":"Pandemic Stories: Rhetorical Motifs in Journalists’ Coverage of Biomedical Risk","year":2019,"lang":"en","type":"article","venue":"Minerva","topic":"Public Relations and Crisis Communication","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":"Mount Saint Vincent University","funders":"","keywords":"Rhetorical question; Motif (music); Ambivalence; Narrative; Certainty; Public relations; Sociology; Political science; Psychology; Social psychology; Epistemology; Literature; Aesthetics","score_opus":0.02955318626384464,"score_gpt":0.33492142364401883,"score_spread":0.3053682373801742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963150188","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17258231,0.006210932,0.007454448,0.43067586,0.0045258356,0.00007051152,0.0004044413,0.00023008148,0.3778456],"genre_scores_gemma":[0.9734567,0.00079890253,0.0012748431,0.013755628,0.0018710607,0.00007584483,0.00008979001,0.00023048317,0.008446684],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9829375,0.012762288,0.00053817447,0.0006884741,0.002103385,0.0009700864],"domain_scores_gemma":[0.7820025,0.19970585,0.008803856,0.00269748,0.0044132303,0.0023771112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01525473,0.00058068504,0.00040040357,0.004394032,0.010994256,0.0127665885,0.0013674573,0.008693355,0.008310849],"category_scores_gemma":[0.11070899,0.00074561354,0.00028789524,0.003470567,0.01236439,0.011739903,0.00705587,0.00885691,0.0008705997],"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":[0.00021347645,0.000044915585,0.0032327091,0.000464501,0.000048837966,0.0008746313,0.47945094,0.00014961544,0.0010399626,0.41672862,0.080568455,0.017183322],"study_design_scores_gemma":[0.00010819234,0.00007579337,0.007330501,0.0014882991,0.00007257445,0.0009484604,0.20020495,0.0016135571,0.0017431378,0.108530365,0.67780125,0.00008287504],"about_ca_topic_score_codex":0.0024427709,"about_ca_topic_score_gemma":0.0035570543,"teacher_disagreement_score":0.01525473,"about_ca_system_score_codex":0.0045836745,"about_ca_system_score_gemma":0.0026521855,"threshold_uncertainty_score":0.08067572},"labels":[],"label_agreement":null},{"id":"W2964011920","doi":"10.37074/jalt.2019.2.1.7","title":"Opinion piece: Journalism training at university","year":2019,"lang":"en","type":"article","venue":"Journal of Applied Learning & Teaching","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Craft; Journalism; Mistake; Vocational education; Mainstream; Newspaper; Argument (complex analysis); Quarter (Canadian coin); Higher education; Sociology; Technical Journalism; Media studies; Public relations; Political science; Pedagogy; Law; History; Visual arts; Art; Medicine","score_opus":0.02160190845109621,"score_gpt":0.2908380364231927,"score_spread":0.2692361279720965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964011920","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025829521,0.00075149094,0.00004489123,0.9701086,0.023906762,0.0000098252,0.000039121307,0.000017533948,0.00486344],"genre_scores_gemma":[0.005609662,0.0010565995,0.00010369851,0.9304913,0.02802558,0.000027194517,0.000027434584,0.000054105505,0.03460434],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99444157,0.0010657536,0.00041148774,0.0010319483,0.0020670244,0.0009822396],"domain_scores_gemma":[0.97479564,0.011483334,0.00093993,0.00081162225,0.0064661684,0.0055032363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071034506,0.0004454326,0.0007358498,0.00074328267,0.008236589,0.008096709,0.0020480773,0.029792344,0.045083903],"category_scores_gemma":[0.03880904,0.00042278707,0.00095636817,0.0006943174,0.004683825,0.008011498,0.0025176806,0.029596254,0.01600063],"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":[0.000013372622,0.000011887153,0.00012698786,0.000055959532,0.0000030879114,0.00016593438,0.00055997976,0.0000074949176,0.00014654918,0.0031232045,0.99241805,0.003367629],"study_design_scores_gemma":[0.000009539129,0.00002779071,0.0008214374,0.00021303193,0.0000056275653,0.00019133376,0.0020214317,0.000040588973,0.00014075542,0.001621559,0.9948879,0.000019042784],"about_ca_topic_score_codex":0.008343141,"about_ca_topic_score_gemma":0.011388376,"teacher_disagreement_score":0.045083903,"about_ca_system_score_codex":0.0051269047,"about_ca_system_score_gemma":0.006923229,"threshold_uncertainty_score":0.15082073},"labels":[],"label_agreement":null},{"id":"W2965546491","doi":"10.29173/cais1054","title":"Expert Advisory Groups: Exploring the Sensemaking Proces s During a Public Health C risis R esponse","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Public Relations and Crisis Communication","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":"Sensemaking; Meaning (existential); Context (archaeology); Public relations; Public health; Process (computing); Psychology; Event (particle physics); Political science; Medicine; Computer science; Nursing","score_opus":0.08646794135907074,"score_gpt":0.3181262098893853,"score_spread":0.23165826853031454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965546491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74819714,0.0026660669,0.017481523,0.085044794,0.0013833754,0.00075348007,0.00012438527,0.00012582426,0.14422348],"genre_scores_gemma":[0.9860199,0.0008327626,0.0039197393,0.0039288937,0.00017628148,0.0002510691,0.000051258583,0.000048213868,0.004771867],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8686574,0.11665385,0.0014877742,0.002771755,0.005412498,0.005016768],"domain_scores_gemma":[0.8014778,0.16579422,0.011020235,0.0042571393,0.008483119,0.008967577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.071439944,0.0008307991,0.0005443095,0.004593763,0.023162257,0.021195201,0.0031496568,0.008912041,0.0052517843],"category_scores_gemma":[0.13092534,0.0008807774,0.00073343696,0.0030309283,0.0242646,0.02066585,0.016861893,0.0077413856,0.0009005114],"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":[0.00007294563,0.00008825572,0.0031834054,0.00013570079,0.000011907331,0.0005830605,0.9682538,0.00013411036,0.00022667921,0.0138991475,0.0027602306,0.010650771],"study_design_scores_gemma":[0.000022687758,0.000056481593,0.0014948231,0.0002238038,0.000010247514,0.000110129775,0.96029806,0.00035622698,0.0001261372,0.013101541,0.024170361,0.000029426998],"about_ca_topic_score_codex":0.0077466876,"about_ca_topic_score_gemma":0.010526905,"teacher_disagreement_score":0.071439944,"about_ca_system_score_codex":0.008090209,"about_ca_system_score_gemma":0.016314205,"threshold_uncertainty_score":0.37781507},"labels":[],"label_agreement":null},{"id":"W2965645660","doi":"10.33212/osd.v19n1.2019.121","title":"International Listening Post report summary: the world at the dawn of 2019","year":2019,"lang":"en","type":"article","venue":"Organisational and Social Dynamics","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Active listening; Geography; Political science; Sociology","score_opus":0.008258934208790456,"score_gpt":0.27737996521223524,"score_spread":0.26912103100344476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965645660","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18819791,0.008094533,0.0030313018,0.060076497,0.03484478,0.0015783663,0.1565944,0.0012012108,0.54638106],"genre_scores_gemma":[0.44827512,0.009707211,0.0025622675,0.011693146,0.015247522,0.003783916,0.1259996,0.00090697216,0.38182423],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883527,0.00020280038,0.000110987545,0.00006884378,0.00044033193,0.00034184792],"domain_scores_gemma":[0.99414164,0.0015183726,0.0006586292,0.00026575872,0.0021784704,0.001237107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002942666,0.000498702,0.00029937847,0.0030397566,0.0017285543,0.0028278867,0.0004574986,0.0010691717,0.030400464],"category_scores_gemma":[0.009849953,0.0001310333,0.00024652603,0.0038261754,0.00048448873,0.0016467237,0.0027787995,0.0018253895,0.010384672],"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":[0.0006196566,0.000067096254,0.013522404,0.0013407131,0.000019643998,0.0008789329,0.01740195,0.0001215211,0.0018867917,0.0027407426,0.8778327,0.08356787],"study_design_scores_gemma":[0.00001327335,0.00015886022,0.08130258,0.0005439852,0.000020267296,0.0002092083,0.031582016,0.00008278931,0.0009550235,0.00037862812,0.88469744,0.00005594176],"about_ca_topic_score_codex":0.007835088,"about_ca_topic_score_gemma":0.0130825825,"teacher_disagreement_score":0.030400464,"about_ca_system_score_codex":0.0012420263,"about_ca_system_score_gemma":0.0019085675,"threshold_uncertainty_score":0.10169965},"labels":[],"label_agreement":null},{"id":"W2966170813","doi":"10.1108/jcom-12-2018-0130","title":"Maturity as a way forward for improving organizations’ communication evaluation and measurement practices","year":2019,"lang":"en","type":"article","venue":"Journal of Communication Management","topic":"Public Relations and Crisis Communication","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 Ottawa","funders":"","keywords":"Maturity (psychological); Capability Maturity Model; Conceptualization; Accountability; Value (mathematics); Knowledge management; Function (biology); Service (business); Operationalization; Credibility; Construct (python library); Process management; Marketing; Business; Computer science; Political science","score_opus":0.05063300826360829,"score_gpt":0.37296964362367513,"score_spread":0.32233663536006685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966170813","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0647838,0.0060696206,0.726548,0.15954879,0.0014756136,0.0024446694,0.00023073991,0.0015707231,0.03732802],"genre_scores_gemma":[0.41010237,0.0013046759,0.57915944,0.0045649977,0.0002691409,0.0027051903,0.00028284173,0.00023592309,0.0013754104],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.7129533,0.22560406,0.024401614,0.0067460956,0.026196387,0.0040985625],"domain_scores_gemma":[0.46266344,0.29577938,0.038861584,0.054136142,0.13281956,0.015739895],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.35933852,0.0013736743,0.0013597395,0.009902083,0.0046938993,0.01853354,0.0037608158,0.0044012745,0.0031009319],"category_scores_gemma":[0.43324915,0.001178159,0.0016460662,0.0069422303,0.009285977,0.034969363,0.015454366,0.011670923,0.0009934296],"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":[0.00020412252,0.0005792806,0.049323373,0.0021370458,0.0001585083,0.00016396357,0.038058676,0.0028963808,0.0026896151,0.42297238,0.013506525,0.46731004],"study_design_scores_gemma":[0.00016634598,0.0016359744,0.04552707,0.019738352,0.00023246351,0.00068003044,0.070247516,0.03696363,0.009027445,0.6391706,0.17597313,0.00063737604],"about_ca_topic_score_codex":0.0040515703,"about_ca_topic_score_gemma":0.0036438792,"teacher_disagreement_score":0.35933852,"about_ca_system_score_codex":0.015127247,"about_ca_system_score_gemma":0.036164,"threshold_uncertainty_score":0.7900497},"labels":[],"label_agreement":null},{"id":"W2966722559","doi":"10.5465/ambpp.2019.13995abstract","title":"Image Risk and the Decision to Remedial Voice: The Moderating Role of Moral Identity","year":2019,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Saint John Regional Hospital","funders":"","keywords":"Remedial education; Psychology; Social psychology; Identity (music); Interpersonal communication; Perception; Risk perception; Silence; Mathematics education","score_opus":0.013881714659741005,"score_gpt":0.30717475265656363,"score_spread":0.2932930379968226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966722559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99737763,0.00004626184,0.00055890926,0.00018583029,0.000008096037,0.000014961582,0.000008377397,0.0000033653557,0.001796636],"genre_scores_gemma":[0.9994869,0.000020319578,0.00022165448,0.00003254878,0.0000052060072,0.000009275527,0.000006875863,0.0000020286977,0.00021504643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997546,0.0011843856,0.00012528984,0.00024836478,0.0005860599,0.00030985405],"domain_scores_gemma":[0.9780049,0.010252315,0.008063489,0.0009866614,0.00094088196,0.0017517543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002709192,0.00026483383,0.00024950167,0.00033546222,0.0006769955,0.0018768384,0.0003208701,0.00075744017,0.0035072747],"category_scores_gemma":[0.021429734,0.00012989402,0.00032160236,0.00015086994,0.0010039882,0.0007746506,0.0013122314,0.001676968,0.00022760214],"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":[0.001077493,0.0024261887,0.908526,0.00015038144,0.00016460914,0.0005496815,0.020667149,0.0005578278,0.013261057,0.0026046627,0.00023188339,0.049783014],"study_design_scores_gemma":[0.000020064974,0.00055826234,0.98292994,0.00003840723,0.000043428678,0.00015999899,0.010971023,0.0011363333,0.00212034,0.0013822978,0.0006104084,0.000029620078],"about_ca_topic_score_codex":0.0011363876,"about_ca_topic_score_gemma":0.0018543855,"teacher_disagreement_score":0.0035072747,"about_ca_system_score_codex":0.00066145696,"about_ca_system_score_gemma":0.00073060155,"threshold_uncertainty_score":0.0143277645},"labels":[],"label_agreement":null},{"id":"W2971858416","doi":"10.1177/2046147x19872239","title":"Paradigm lost? A historical review of the application of systems theory to public relations since 1975","year":2019,"lang":"en","type":"review","venue":"Public Relations Inquiry","topic":"Public Relations and Crisis Communication","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":"Mount Allison University","funders":"","keywords":"Systems theory; Field (mathematics); Formative assessment; Relevance (law); Thematic analysis; Social system; Grounded theory; Social theory; Epistemology; Sociology; Data science; Management science; Political science; Social science; Computer science; Qualitative research; Engineering","score_opus":0.13989536480804604,"score_gpt":0.3901382011125579,"score_spread":0.2502428363045119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971858416","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001301552,0.9952886,0.00029170106,0.0020992504,0.00055054156,0.0000027984477,0.000007767405,0.0000028607215,0.0016262333],"genre_scores_gemma":[0.0035281267,0.994341,0.00027037904,0.00088685,0.00065095985,0.000008780789,0.000013068674,0.0000039247543,0.00029684114],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99717027,0.0014040462,0.0002606885,0.00039878814,0.00063560926,0.00013067751],"domain_scores_gemma":[0.98993474,0.0081047695,0.0004615006,0.00021929003,0.0011096202,0.00016999546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052410536,0.0009344144,0.0012602858,0.007121122,0.0013628541,0.0041530696,0.0010807918,0.0022038806,0.0029585566],"category_scores_gemma":[0.00941122,0.0005141743,0.00065569225,0.0121352915,0.0054836315,0.0057642297,0.0018070671,0.0040414543,0.0007858808],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000985757,0.00006625403,0.00042740122,0.040256992,0.00014996006,0.00030527503,0.0031266569,0.0011006678,0.00050497305,0.20493887,0.03741568,0.71160865],"study_design_scores_gemma":[0.0000053535437,0.0000553665,0.00086093094,0.016562948,0.0000501845,0.00034862402,0.0011538847,0.000115304596,0.00021463522,0.025685944,0.9549157,0.00003121743],"about_ca_topic_score_codex":0.0060754083,"about_ca_topic_score_gemma":0.0069373045,"teacher_disagreement_score":0.007121122,"about_ca_system_score_codex":0.0052578286,"about_ca_system_score_gemma":0.007904988,"threshold_uncertainty_score":0.038148403},"labels":[],"label_agreement":null},{"id":"W2972030307","doi":"10.1002/9781119010722.iesc0103","title":"Evaluation and Measurement","year":2018,"lang":"en","type":"other","venue":"The International Encyclopedia of Strategic Communication","topic":"Public Relations and Crisis Communication","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 Ottawa","funders":"","keywords":"Cornerstone; Relevance (law); Strategic communication; Process (computing); Field (mathematics); Strategic planning; Reflection (computer programming); Political science; Process management; Knowledge management; Public relations; Management science; Sociology; Management; Engineering; Computer science; Economics","score_opus":0.10672008455929659,"score_gpt":0.3599746013892032,"score_spread":0.2532545168299066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972030307","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024916125,0.010766731,0.40981683,0.014903457,0.007075315,0.16960563,0.022091756,0.003020952,0.33780316],"genre_scores_gemma":[0.19540352,0.0093872845,0.49171785,0.007980826,0.001959999,0.22243291,0.017316183,0.0017760872,0.0520254],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.6655482,0.176913,0.044613443,0.014402399,0.093841076,0.0046819523],"domain_scores_gemma":[0.5341038,0.1651792,0.024036257,0.057214007,0.21203703,0.007429733],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.21636297,0.0025925583,0.0039041222,0.012946539,0.003968587,0.010264716,0.0050505465,0.0034093035,0.043628715],"category_scores_gemma":[0.42632753,0.0010421695,0.0027697799,0.011045231,0.00534839,0.0085151745,0.009225225,0.005050302,0.0150694],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014561665,0.0010230296,0.016504757,0.009759453,0.000532576,0.00024950827,0.008204807,0.0019006177,0.0016101416,0.11194514,0.12409327,0.72272056],"study_design_scores_gemma":[0.00045686582,0.0021916158,0.02308702,0.017150337,0.0005607281,0.0005274037,0.008788671,0.0041300515,0.004576942,0.08000803,0.85816944,0.00035282716],"about_ca_topic_score_codex":0.0049859206,"about_ca_topic_score_gemma":0.003445762,"teacher_disagreement_score":0.21636297,"about_ca_system_score_codex":0.009886896,"about_ca_system_score_gemma":0.03933827,"threshold_uncertainty_score":0.96636397},"labels":[],"label_agreement":null},{"id":"W2978242269","doi":"10.21018/rjcpr.2019.2.275","title":"Libyan PR Participants’ Perceptions of and Motivations for Studying PR in Libya","year":2019,"lang":"en","type":"article","venue":"Romanian Journal of Communication and Public Relations","topic":"Public Relations and Crisis Communication","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":"Curriculum; Perception; Subject (documents); Quarter (Canadian coin); Medical education; Quality (philosophy); Political science; Phenomenon; Pedagogy; Psychology; Public relations; Medicine; Library science; Geography","score_opus":0.06150171878363563,"score_gpt":0.345361429510661,"score_spread":0.28385971072702537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978242269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99683577,0.00017833858,0.00005177817,0.0005234868,0.000010554009,0.000012638894,0.0000123093405,0.0000020054738,0.002373225],"genre_scores_gemma":[0.99723047,0.0003693102,0.000056623994,0.00020893566,0.000010257501,0.000023108605,0.000011296129,0.0000020286168,0.002088031],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99896,0.0004770227,0.00004041601,0.00006411,0.00014924924,0.00030921565],"domain_scores_gemma":[0.9979063,0.0008348483,0.00035443177,0.00006512649,0.000272633,0.0005666337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002462631,0.00018636201,0.0003145507,0.00057458517,0.0052962173,0.0026383144,0.00033748584,0.0007729414,0.004943832],"category_scores_gemma":[0.0030295483,0.00022256655,0.0001242942,0.00071042153,0.002633061,0.0014247395,0.0019340698,0.001497329,0.00039772238],"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":[0.00012449763,0.00022611218,0.117346324,0.00019398384,0.0000073225215,0.0016598791,0.85546815,0.000058976955,0.0022275911,0.0020904131,0.001323706,0.019273026],"study_design_scores_gemma":[0.0000037477357,0.00008258176,0.04987753,0.00006837584,0.0000023164957,0.00030040444,0.944506,0.00004154999,0.00011163929,0.00011947371,0.004875448,0.000010999861],"about_ca_topic_score_codex":0.008387311,"about_ca_topic_score_gemma":0.011362298,"teacher_disagreement_score":0.008387311,"about_ca_system_score_codex":0.0011189065,"about_ca_system_score_gemma":0.0015463348,"threshold_uncertainty_score":0.016676962},"labels":[],"label_agreement":null},{"id":"W2980724210","doi":"10.1123/ijsc.2019-0040","title":"Lost in Knowledge Translation: Media Framing of Physical Activity and Sport Participation","year":2019,"lang":"en","type":"article","venue":"International Journal of Sport Communication","topic":"Public Relations and Crisis Communication","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 Guelph; University of Victoria; University of British Columbia; Hospital for Sick Children; University of Ottawa","funders":"","keywords":"Framing (construction); Frame analysis; Content analysis; Mass media; Psychology; Frame (networking); Relational frame theory; Advertising; Public relations; Computer science; Social psychology; Sociology; Political science; Engineering; Business; Cognitive psychology; Social science","score_opus":0.051531821826732487,"score_gpt":0.3873321674266898,"score_spread":0.3358003455999573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980724210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82533205,0.0025460008,0.055869658,0.017407496,0.0009997956,0.00056200416,0.00030115168,0.00017360924,0.09680827],"genre_scores_gemma":[0.989349,0.0006084124,0.005963286,0.00056436245,0.00015829258,0.00015606794,0.00006518823,0.00007033366,0.0030651754],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9800892,0.015505561,0.00065576204,0.0010504432,0.0018936471,0.0008053006],"domain_scores_gemma":[0.94082296,0.04736089,0.004709004,0.0033830465,0.0031003747,0.00062363944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015612759,0.0008450848,0.0005335331,0.0033279543,0.0044098096,0.010145917,0.0014501122,0.0018796067,0.005752283],"category_scores_gemma":[0.06716212,0.00068766467,0.00057831075,0.0023405298,0.008676774,0.012883956,0.007847267,0.0028257633,0.00064975297],"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":[0.00023779989,0.00011604061,0.010091706,0.0004657237,0.000028887713,0.0014963406,0.88732487,0.00015691732,0.001991073,0.023567744,0.0011500836,0.07337281],"study_design_scores_gemma":[0.000046546473,0.00026423065,0.014749504,0.0016996646,0.00012775577,0.0014524026,0.8862706,0.0021263117,0.0058896686,0.036395635,0.050885096,0.0000925839],"about_ca_topic_score_codex":0.0029762564,"about_ca_topic_score_gemma":0.002516513,"teacher_disagreement_score":0.015612759,"about_ca_system_score_codex":0.0027817462,"about_ca_system_score_gemma":0.003454702,"threshold_uncertainty_score":0.08256918},"labels":[],"label_agreement":null},{"id":"W2982118686","doi":"10.34726/lbs2019.57","title":"Consistency Across Geosocial Media Platforms","year":2019,"lang":"en","type":"article","venue":"VBN Forskningsportal (Aalborg Universitet)","topic":"Public Relations and Crisis Communication","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","funders":"","keywords":"Consistency (knowledge bases); Computer science; Information retrieval; Geography; Artificial intelligence","score_opus":0.013464070519262494,"score_gpt":0.27890908717031143,"score_spread":0.2654450166510489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982118686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92522085,0.001211344,0.016699012,0.0024094495,0.00026738926,0.00036180043,0.014435998,0.00021647234,0.039177705],"genre_scores_gemma":[0.98491746,0.0002253002,0.0059191855,0.00021236752,0.00006143637,0.00027204683,0.0069419625,0.00009979498,0.0013504258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.97125614,0.014011784,0.0030925688,0.004548423,0.0058734575,0.0012176941],"domain_scores_gemma":[0.8655553,0.0767574,0.016748207,0.019800784,0.020085325,0.0010529687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020830631,0.000327196,0.00053730584,0.0063060825,0.0015474085,0.0055614454,0.0013241884,0.0008495224,0.004540448],"category_scores_gemma":[0.11203979,0.000539182,0.0007690038,0.008553558,0.001959496,0.0062594023,0.0049713533,0.0010838959,0.0010470414],"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":[0.000492564,0.00013214686,0.86075354,0.0010222923,0.0008010653,0.00024583825,0.027831605,0.002063469,0.0025762683,0.014835837,0.007727478,0.08151791],"study_design_scores_gemma":[0.00003636756,0.00017817983,0.8842239,0.0009215844,0.0002474518,0.00038653804,0.03682398,0.006045221,0.0039008665,0.013067718,0.053999037,0.00016919302],"about_ca_topic_score_codex":0.009611149,"about_ca_topic_score_gemma":0.011089618,"teacher_disagreement_score":0.020830631,"about_ca_system_score_codex":0.0012166725,"about_ca_system_score_gemma":0.0010081999,"threshold_uncertainty_score":0.110164225},"labels":[],"label_agreement":null},{"id":"W2982671600","doi":"10.2139/ssrn.3474998","title":"To Persuade As an Expert, Order Matters: 'Information First, then Opinion' for Effective Communication","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Public Relations and Crisis Communication","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":"Order (exchange); Persuasion; Expert opinion; Internet privacy; Public relations; Advertising; Computer science; Political science; Psychology; Business; Social psychology; Medicine","score_opus":0.009740811714455762,"score_gpt":0.3211411704660522,"score_spread":0.3114003587515964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982671600","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008504259,0.0037367945,0.05086435,0.7914281,0.0043071993,0.00012664011,0.000058299218,0.0001843464,0.14079006],"genre_scores_gemma":[0.6366451,0.007981998,0.10790537,0.1858462,0.0051429598,0.0007011251,0.00021999521,0.0005583708,0.054998953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9806591,0.01330746,0.0006280627,0.0010454897,0.0034285125,0.0009313385],"domain_scores_gemma":[0.95549804,0.033432033,0.0022978906,0.0014971066,0.004017592,0.0032572455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023784325,0.0005655853,0.00077640207,0.0016479117,0.0078073437,0.015139457,0.001393655,0.014935077,0.017513437],"category_scores_gemma":[0.055691853,0.00067461154,0.000381649,0.00087151595,0.02147704,0.022635354,0.0057156975,0.015205991,0.007912691],"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":[0.00009244268,0.00014463633,0.0011478409,0.00065016217,0.000039215065,0.00043862892,0.0625449,0.00023697641,0.0014682942,0.6912383,0.15240446,0.089594215],"study_design_scores_gemma":[0.00010052783,0.000112701,0.0017177779,0.0015562329,0.00003771455,0.0008338654,0.032438144,0.0016656342,0.00085078186,0.649121,0.311424,0.0001416548],"about_ca_topic_score_codex":0.0039004765,"about_ca_topic_score_gemma":0.0050178324,"teacher_disagreement_score":0.023784325,"about_ca_system_score_codex":0.004317897,"about_ca_system_score_gemma":0.013779538,"threshold_uncertainty_score":0.12578505},"labels":[],"label_agreement":null},{"id":"W2983198880","doi":"10.1515/npf-2019-0032","title":"Putting Humpty Together Again: How Reputation Regulation Fails the Charitable Sector","year":2019,"lang":"en","type":"article","venue":"Nonprofit Policy Forum","topic":"Public Relations and Crisis Communication","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":"Carleton University","funders":"University of Oxford","keywords":"Safeguarding; Transparency (behavior); Reputation; Accountability; Business; Corporate governance; Variety (cybernetics); Public relations; Competition (biology); Reputation management; Good governance; Accounting; Political science; Finance; Law","score_opus":0.02671439810584118,"score_gpt":0.3139855667842096,"score_spread":0.2872711686783684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983198880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48311,0.0012500272,0.0054195425,0.21900418,0.00065968116,0.000087100634,0.000048932845,0.00018826102,0.2902323],"genre_scores_gemma":[0.990263,0.00019895565,0.0002904746,0.0041087293,0.00005446926,0.000016622866,0.0000051529973,0.000037175534,0.005025402],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.96082944,0.025713708,0.0005929184,0.0016855024,0.0037613523,0.0074169957],"domain_scores_gemma":[0.94866186,0.02692894,0.0052905264,0.0037227494,0.006885186,0.00851071],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024164412,0.0003056909,0.0005772161,0.0024504226,0.0260443,0.024178836,0.0026167824,0.0089816125,0.011249174],"category_scores_gemma":[0.05200897,0.0005700236,0.00058682635,0.002259557,0.041660108,0.012035593,0.012842275,0.009142426,0.0013339333],"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":[0.00016473106,0.0002708628,0.023287987,0.00021630393,0.00005039931,0.0036140538,0.2576123,0.0010039118,0.00063648727,0.6316845,0.03939516,0.042063378],"study_design_scores_gemma":[0.00006984208,0.00027308473,0.022908939,0.0010537622,0.000056577104,0.001232303,0.6129428,0.0023321682,0.0010169598,0.20105682,0.15683898,0.00021774249],"about_ca_topic_score_codex":0.063912824,"about_ca_topic_score_gemma":0.06667248,"teacher_disagreement_score":0.063912824,"about_ca_system_score_codex":0.021374693,"about_ca_system_score_gemma":0.020888789,"threshold_uncertainty_score":0.15508497},"labels":[],"label_agreement":null},{"id":"W2992499528","doi":"","title":"Review of Psychological Study on Crisis Negotiation","year":2014,"lang":"en","type":"article","venue":"Cross-cultural communication","topic":"Public Relations and Crisis Communication","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":"Personality psychology; Negotiation; Psychology; Crisis intervention; Social psychology; Personality; Law enforcement; Subconscious; Public relations; Political science; Law; Medicine","score_opus":0.07990195497876014,"score_gpt":0.4691514157972873,"score_spread":0.3892494608185272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2992499528","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019874342,0.99751675,0.00011044134,0.0005493252,0.0003899209,0.0000065285453,0.000020339974,0.000003132893,0.0012047593],"genre_scores_gemma":[0.0014047249,0.9974368,0.00014233275,0.00034487256,0.00041716432,0.000013529935,0.000028914832,0.0000019593049,0.0002096916],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895585,0.00032839758,0.00022271025,0.00017188882,0.0002601225,0.00006105492],"domain_scores_gemma":[0.995027,0.0035086258,0.00039999263,0.00009890014,0.0007990287,0.00016648631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013742441,0.0010649236,0.0021774606,0.0075272196,0.0008864479,0.0026573958,0.0014957194,0.0018191532,0.0062986133],"category_scores_gemma":[0.005549517,0.00050006434,0.00095026504,0.01163148,0.001531418,0.003336888,0.0011810698,0.0020232506,0.0017369088],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014248863,0.00018329365,0.0019448131,0.06861126,0.00023565553,0.00054228026,0.0013197288,0.00023675077,0.0003745643,0.007058804,0.05603896,0.8633115],"study_design_scores_gemma":[0.000034209843,0.00015013709,0.01535701,0.07048924,0.00045888612,0.003717545,0.002803434,0.00012765493,0.00018566349,0.007428817,0.89917433,0.00007307348],"about_ca_topic_score_codex":0.0038780093,"about_ca_topic_score_gemma":0.0042822366,"teacher_disagreement_score":0.0075272196,"about_ca_system_score_codex":0.0015019373,"about_ca_system_score_gemma":0.004622148,"threshold_uncertainty_score":0.021070898},"labels":[],"label_agreement":null},{"id":"W2993413398","doi":"","title":"Research in Public Relations","year":2016,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Public Relations and Crisis Communication","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":"Relation (database); Field (mathematics); Element (criminal law); Public relations; Field research; Political science; Knowledge management; Sociology; Computer science; Social science; Law; Data mining","score_opus":0.14050960112574803,"score_gpt":0.4722481763187305,"score_spread":0.33173857519298244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993413398","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010600713,0.13877226,0.014836443,0.2721292,0.0059467433,0.00031409928,0.00030236173,0.00016961734,0.5569286],"genre_scores_gemma":[0.688,0.14527063,0.028403364,0.050508935,0.008213568,0.00078768923,0.00037858242,0.0002030136,0.07823415],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9508693,0.036075275,0.001720294,0.0036279133,0.005827094,0.0018800198],"domain_scores_gemma":[0.8765595,0.088697955,0.0068800556,0.011891083,0.010222697,0.005748699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04029221,0.0005494391,0.0011386408,0.0055303453,0.0076448577,0.016431337,0.0011908057,0.0055820295,0.018417088],"category_scores_gemma":[0.054977335,0.00046976685,0.0006515945,0.009390323,0.029966725,0.017619958,0.0052000727,0.0076273503,0.0038069622],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037910548,0.00016598093,0.0030518917,0.0016681978,0.00003563925,0.00018761006,0.011433937,0.0001786279,0.00035688686,0.81783235,0.044560697,0.12049031],"study_design_scores_gemma":[0.000021643462,0.0001286222,0.004555109,0.0056156656,0.000027894124,0.00038161327,0.01826508,0.00023809762,0.0006062295,0.3109518,0.6591691,0.000039180333],"about_ca_topic_score_codex":0.0042641954,"about_ca_topic_score_gemma":0.0029194579,"teacher_disagreement_score":0.04029221,"about_ca_system_score_codex":0.011179891,"about_ca_system_score_gemma":0.022749994,"threshold_uncertainty_score":0.21308815},"labels":[],"label_agreement":null},{"id":"W2993456701","doi":"10.1108/sampj-09-2018-0255","title":"Managing legitimacy following loss of human life: Loblaw and Rana Plaza","year":2019,"lang":"en","type":"article","venue":"Sustainability Accounting Management and Policy Journal","topic":"Public Relations and Crisis Communication","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 Ottawa; Carleton University","funders":"","keywords":"Legitimacy; Stakeholder; Typology; Corporate social responsibility; Context (archaeology); Public relations; Originality; Value (mathematics); Business; Sociology; Qualitative research; Political science; Law; Social science; Politics","score_opus":0.010063336287308537,"score_gpt":0.3304203906757564,"score_spread":0.32035705438844786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993456701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9519365,0.00080744456,0.0033033257,0.014172615,0.00011502239,0.00015001891,0.000054784618,0.000044299006,0.029415987],"genre_scores_gemma":[0.9960716,0.00024547311,0.00047143112,0.0007353965,0.000023873567,0.00007090625,0.000019814259,0.000018789737,0.0023428013],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97949547,0.015934184,0.00043419786,0.00080694,0.0018818087,0.0014473228],"domain_scores_gemma":[0.97722274,0.014274372,0.0046030097,0.0010921264,0.0012129421,0.0015948301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011194946,0.00046692463,0.00047104212,0.0016095157,0.01194444,0.0072513176,0.0019443841,0.0030478206,0.003866391],"category_scores_gemma":[0.029771965,0.0003957236,0.00024381054,0.0011012077,0.019599877,0.0090058325,0.008321895,0.0049045607,0.0004749077],"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":[0.000025951324,0.00006444047,0.0065124636,0.00013436736,0.0000055705987,0.0020463706,0.9706293,0.00006021051,0.00052607874,0.010681977,0.001448088,0.007865141],"study_design_scores_gemma":[0.0000033753115,0.000037347807,0.0025898658,0.00016878272,0.0000033805236,0.00044625576,0.9741158,0.000116590374,0.00021328342,0.0016012575,0.020685822,0.000018187382],"about_ca_topic_score_codex":0.0067777936,"about_ca_topic_score_gemma":0.009798101,"teacher_disagreement_score":0.9932222,"about_ca_system_score_codex":0.0061921855,"about_ca_system_score_gemma":0.004530709,"threshold_uncertainty_score":0.059205234},"labels":[],"label_agreement":null},{"id":"W2995295932","doi":"10.1007/s41463-019-00072-8","title":"Persuasions by Corporate and Activist NGO Strategic Website Communications: Impacts on Perceptions of Sustainability Messages and Greenwashing","year":2019,"lang":"en","type":"article","venue":"Humanistic Management Journal","topic":"Public Relations and Crisis Communication","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":"Université du Québec à Montréal; Concordia University","funders":"","keywords":"Persuasion; Greenwashing; Sustainability; Regulatory focus theory; Strategic communication; Context (archaeology); Corporate communication; Public relations; Perception; Elaboration likelihood model; Credibility; Business; Corporate social responsibility; Political science; Psychology; Social psychology; Ecology","score_opus":0.04651303349310655,"score_gpt":0.33614625828548167,"score_spread":0.28963322479237513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995295932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923644,0.000035134566,0.000063460146,0.0004365372,0.000022488715,0.000015155686,0.000010721928,0.0000074578934,0.0070447656],"genre_scores_gemma":[0.9984143,0.000047160887,0.000106220235,0.00016110383,0.000017342754,0.00001958262,0.000016122363,0.000008381387,0.0012097626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973665,0.0015858784,0.00011483897,0.00016162134,0.00053951214,0.00023157858],"domain_scores_gemma":[0.9551497,0.03582326,0.0042295954,0.0007373018,0.002388924,0.0016712452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041857385,0.00029315168,0.00018843291,0.00072193594,0.0016547053,0.004177145,0.00039697177,0.0017052566,0.006095748],"category_scores_gemma":[0.029393228,0.00025491844,0.0002669977,0.00045185085,0.0011522076,0.0017025621,0.0015502925,0.0020763297,0.00052101986],"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":[0.0043503023,0.008061572,0.44558272,0.0007504697,0.00022191914,0.0013704096,0.41922012,0.0008421241,0.01693705,0.004611193,0.0038429305,0.09420908],"study_design_scores_gemma":[0.00038869504,0.0031588466,0.5807948,0.0004941269,0.00028021538,0.0005682587,0.39010292,0.0029761172,0.0061706994,0.0030596042,0.011883298,0.00012243027],"about_ca_topic_score_codex":0.003017632,"about_ca_topic_score_gemma":0.0034672255,"teacher_disagreement_score":0.006095748,"about_ca_system_score_codex":0.0010096288,"about_ca_system_score_gemma":0.0011986301,"threshold_uncertainty_score":0.022136569},"labels":[],"label_agreement":null},{"id":"W2995724118","doi":"10.5539/hes.v10n1p60","title":"A Promising Connection of College Journalism Students and Community Engagement","year":2019,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Public Relations and Crisis Communication","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":"Journalism; Civic engagement; Feeling; Public engagement; Community engagement; Psychology; Public relations; Student engagement; Pedagogy; Sociology; Political science; Media studies; Social psychology; Politics","score_opus":0.1547911269536196,"score_gpt":0.4512940286302725,"score_spread":0.29650290167665294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995724118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97888696,0.0003827916,0.00047046627,0.002021805,0.000050040813,0.00003798321,0.000034932254,0.000014874905,0.018100161],"genre_scores_gemma":[0.99872273,0.00010200195,0.00014778344,0.00014720112,0.000032191983,0.000010143239,0.000016133867,0.0000030755511,0.0008187025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979886,0.00093985396,0.00009533594,0.0002347158,0.0003616714,0.00037986573],"domain_scores_gemma":[0.9866984,0.004453845,0.0031804673,0.00047314426,0.0012593337,0.003934937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016291265,0.00017758521,0.00019847523,0.0015688736,0.0018364281,0.0038673861,0.00045417043,0.0009293694,0.0077906437],"category_scores_gemma":[0.0091443565,0.00016783188,0.00028525482,0.0009147056,0.0017110548,0.001516376,0.0031123767,0.0016712666,0.00034179614],"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":[0.00019361333,0.0015877859,0.832743,0.00022627963,0.0001292623,0.0013582374,0.08759456,0.00004673037,0.002560751,0.0037043171,0.0015178642,0.0683376],"study_design_scores_gemma":[0.000017727825,0.00037234466,0.9054079,0.00011827474,0.000033426335,0.00076945603,0.08316821,0.00015628296,0.0003817464,0.0016210256,0.007924239,0.000029321378],"about_ca_topic_score_codex":0.0019893139,"about_ca_topic_score_gemma":0.0044945506,"teacher_disagreement_score":0.0077906437,"about_ca_system_score_codex":0.0006798445,"about_ca_system_score_gemma":0.0013075412,"threshold_uncertainty_score":0.02606231},"labels":[],"label_agreement":null},{"id":"W3007990807","doi":"10.14428/rcompro.vi8.953","title":"De la compétence rare aux métiers atypiques : le journalisme peut-il écrire les relations publiques ?","year":2020,"lang":"fr","type":"article","venue":"Revue Communication & professionnalisation","topic":"Public Relations and Crisis Communication","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":"Humanities; Political science; Art","score_opus":0.10443719193412494,"score_gpt":0.3852324501415246,"score_spread":0.28079525820739965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007990807","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08785087,0.01847244,0.011704786,0.1885305,0.004836847,0.00013327753,0.00014833754,0.00023907208,0.688084],"genre_scores_gemma":[0.8532639,0.010800356,0.0041137612,0.01583902,0.004969936,0.00016120024,0.00011873675,0.00026810713,0.11046494],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9825534,0.008965432,0.0007060007,0.0016844086,0.004052124,0.002038536],"domain_scores_gemma":[0.9501731,0.028508412,0.0053642625,0.0038100632,0.005193505,0.0069506518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0116364155,0.0005122215,0.0006305373,0.0028166573,0.012344963,0.02833274,0.001361256,0.005002899,0.018969635],"category_scores_gemma":[0.041523963,0.00047112518,0.00050769805,0.0030538016,0.020089785,0.021519922,0.010500752,0.0062587266,0.00434299],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007687147,0.000092708244,0.0053014033,0.0006159881,0.000028297185,0.0011938576,0.14582622,0.00011096105,0.0011295803,0.72458285,0.034240007,0.08680125],"study_design_scores_gemma":[0.0000283279,0.00006983463,0.004919357,0.00089790137,0.000022984474,0.001639881,0.0908574,0.00021199134,0.00056277105,0.110184155,0.7905457,0.000059620488],"about_ca_topic_score_codex":0.0048951237,"about_ca_topic_score_gemma":0.0056095524,"teacher_disagreement_score":0.02833274,"about_ca_system_score_codex":0.0055223918,"about_ca_system_score_gemma":0.012290248,"threshold_uncertainty_score":0.063459694},"labels":[],"label_agreement":null},{"id":"W3012463684","doi":"10.30658/jicrcr.3.1.2","title":"Mortality Reporting and Rumor Generation: An Assessment of Crisis and Emergency Risk Communication following Hurricane María in Puerto Rico","year":2020,"lang":"en","type":"article","venue":"Journal of International Crisis and Risk Communication Research","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":32,"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":"Centers for Disease Control and Prevention; Canada Excellence Research Chairs, Government of Canada","keywords":"Credibility; Government (linguistics); Rumor; Crisis communication; Preparedness; Social media; Public relations; Transparency (behavior); Political science; Emergency management; Business","score_opus":0.176797771713938,"score_gpt":0.5204405409164865,"score_spread":0.3436427692025485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012463684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980282,0.00012332208,0.00006995141,0.000478165,0.0000042863758,0.000034591823,0.00006309569,0.000002260315,0.0011961595],"genre_scores_gemma":[0.9991879,0.00025371337,0.00012232523,0.000104171915,0.000007879279,0.000040267092,0.00006520902,0.0000013288881,0.00021730765],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988978,0.0005919887,0.00009305973,0.00006029776,0.00016836805,0.00018836537],"domain_scores_gemma":[0.9944246,0.0015401102,0.0025234148,0.00028773307,0.0009045306,0.00031959286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026561802,0.000236891,0.00017679436,0.001169888,0.0014729026,0.0013175205,0.0004971966,0.0004860844,0.0009121469],"category_scores_gemma":[0.011879785,0.00019101905,0.0002087081,0.0009372807,0.0007922031,0.000933807,0.0020425345,0.0006656823,0.00011950624],"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":[0.0001164393,0.000095701296,0.8642151,0.0001799338,0.000080084596,0.0008295249,0.108944505,0.00017302067,0.0010065591,0.00029180234,0.00074640574,0.023321012],"study_design_scores_gemma":[0.000003741255,0.00007985383,0.761439,0.00009803828,0.00003251685,0.00018868937,0.23541792,0.00029571503,0.00019573848,0.00012163442,0.0021109579,0.000016151536],"about_ca_topic_score_codex":0.06372713,"about_ca_topic_score_gemma":0.09034393,"teacher_disagreement_score":0.06372713,"about_ca_system_score_codex":0.0017811931,"about_ca_system_score_gemma":0.0020017617,"threshold_uncertainty_score":0.12671244},"labels":[],"label_agreement":null},{"id":"W3013794500","doi":"10.1108/ccij-08-2019-0102","title":"Corporate listening: unlocking insights from VOC, VOE and VOS for mutual benefits","year":2020,"lang":"en","type":"article","venue":"Corporate Communications An International Journal","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Active listening; Corporate communication; Originality; Public relations; Corporation; Stakeholder; Corporate social responsibility; Value (mathematics); Multinational corporation; Business; Marketing; Knowledge management; Sociology; Qualitative research; Political science; Computer science","score_opus":0.22328166132762978,"score_gpt":0.3602272673801019,"score_spread":0.13694560605247214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013794500","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32184625,0.01311211,0.048920833,0.17112668,0.0023614736,0.00034135903,0.00014779817,0.0002630829,0.44188043],"genre_scores_gemma":[0.97300535,0.0038248694,0.006939594,0.0075210067,0.0006653775,0.00014137226,0.000051020517,0.00012896249,0.00772256],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97971445,0.016169803,0.00034035803,0.0005316396,0.0019181187,0.0013255716],"domain_scores_gemma":[0.96720725,0.026238743,0.001452287,0.0018798937,0.0013057832,0.0019160355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017398655,0.00066761824,0.0006089395,0.0032812797,0.008244075,0.019802386,0.0016673323,0.0035315277,0.0035897903],"category_scores_gemma":[0.0212472,0.00048015054,0.0004891607,0.002068857,0.026176311,0.024238981,0.014419477,0.0076214843,0.0005526461],"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":[0.000057386726,0.000094564646,0.0024006383,0.00046487612,0.00001169779,0.0011616973,0.71368223,0.00018869106,0.0009196585,0.21990962,0.0073204334,0.05378848],"study_design_scores_gemma":[0.000008301119,0.000072089366,0.0017661022,0.001269286,0.000017536235,0.0007101427,0.76202434,0.00050764397,0.0005069985,0.07595804,0.15713418,0.000025331437],"about_ca_topic_score_codex":0.0016889715,"about_ca_topic_score_gemma":0.0034992162,"teacher_disagreement_score":0.019802386,"about_ca_system_score_codex":0.003896349,"about_ca_system_score_gemma":0.006397586,"threshold_uncertainty_score":0.092013955},"labels":[],"label_agreement":null},{"id":"W3014427013","doi":"10.4000/communiquer.5129","title":"L’UQAM, pionnière dans l’enseignement des relations publiques","year":2020,"lang":"fr","type":"article","venue":"Communiquer Revue de communication sociale et publique","topic":"Public Relations and Crisis Communication","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; Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy; Sociology","score_opus":0.05802165920139554,"score_gpt":0.33019963358798937,"score_spread":0.27217797438659386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014427013","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08990946,0.0473576,0.022171794,0.22169852,0.006468829,0.00026699752,0.0003598051,0.00023323121,0.61153376],"genre_scores_gemma":[0.60145116,0.0125165405,0.008700873,0.013071664,0.0010657986,0.00026435216,0.00012284963,0.00022600697,0.36258075],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9866384,0.0065685115,0.0004238004,0.0013767817,0.003107867,0.0018846544],"domain_scores_gemma":[0.98611593,0.006073565,0.0015069582,0.0012764152,0.0029849,0.0020422672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01140374,0.000648237,0.0005343242,0.0021601182,0.016222067,0.015305521,0.00093968865,0.0048294673,0.012452767],"category_scores_gemma":[0.019960511,0.00062156754,0.00043370365,0.002908896,0.017803323,0.008852316,0.0064225774,0.007086766,0.0023549756],"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":[0.00007239017,0.000035231733,0.0031412558,0.00024367924,0.000007981953,0.00024838588,0.08968116,0.00020729857,0.00085705426,0.80936575,0.027851813,0.068288065],"study_design_scores_gemma":[0.000013189362,0.00004717926,0.005025277,0.00057053054,0.0000061867777,0.00012279232,0.020416906,0.00011438574,0.00034790672,0.021456221,0.9518539,0.000025637883],"about_ca_topic_score_codex":0.16027725,"about_ca_topic_score_gemma":0.16616656,"teacher_disagreement_score":0.9776599,"about_ca_system_score_codex":0.022340143,"about_ca_system_score_gemma":0.035167523,"threshold_uncertainty_score":0.31868863},"labels":[],"label_agreement":null},{"id":"W3015192810","doi":"10.5539/ells.v10n2p17","title":"An Analysis of Boeing’s Trust-Repair Discourse","year":2020,"lang":"en","type":"article","venue":"English Language and Literature Studies","topic":"Public Relations and Crisis Communication","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":"Trustworthiness; Public relations; Dialogic; Shareholder; Asset (computer security); Corporate communication; Business; Sociology; Political science; Management; Corporate social responsibility; Corporate governance; Psychology; Economics; Social psychology; Computer science; Computer security","score_opus":0.014273700181603097,"score_gpt":0.3505227050900483,"score_spread":0.33624900490844517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015192810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8781957,0.002951188,0.0035143401,0.014230962,0.0001336891,0.00007444553,0.00009162652,0.000025360961,0.100782655],"genre_scores_gemma":[0.9959674,0.0005356369,0.00044188928,0.0002496015,0.00001613536,0.000020395684,0.000032498443,0.000009494313,0.0027269418],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99511826,0.003597055,0.00012447507,0.0002530714,0.00045020084,0.00045703107],"domain_scores_gemma":[0.99058235,0.007205079,0.000716633,0.00018462159,0.00098182,0.00032945015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005726855,0.0003887702,0.0002647864,0.0036569857,0.009360165,0.0049401904,0.0006900073,0.0018505201,0.0024310318],"category_scores_gemma":[0.010401911,0.00018780334,0.0001668202,0.003576105,0.015695818,0.005655434,0.0030836335,0.0019833946,0.0001633656],"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":[0.000026867821,0.000016347587,0.0012011485,0.00006540981,0.0000029948917,0.00046392274,0.9167968,0.00006318218,0.0003095068,0.07517479,0.0012130678,0.004666059],"study_design_scores_gemma":[0.0000069757048,0.000030184758,0.00506232,0.00028748397,0.0000074478753,0.00021664119,0.910607,0.00051992224,0.0004109528,0.009137965,0.07369168,0.00002139012],"about_ca_topic_score_codex":0.054871757,"about_ca_topic_score_gemma":0.043868992,"teacher_disagreement_score":0.054871757,"about_ca_system_score_codex":0.014075626,"about_ca_system_score_gemma":0.0042945016,"threshold_uncertainty_score":0.10910475},"labels":[],"label_agreement":null},{"id":"W3016263809","doi":"10.1016/j.jaip.2020.04.012","title":"Risk Communication During COVID-19","year":2020,"lang":"en","type":"article","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":228,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Genentech; National Institute of Allergy and Infectious Diseases; Food Allergy Canada; Nutricia Research Foundation; Agency for Healthcare Research and Quality; National Peanut Board; European Academy of Allergy and Clinical Immunology; Institute for Health Metrics and Evaluation; Foundation of the American College of Allergy, Asthma & Immunology; Sanofi; Aimmune Therapeutics","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; MEDLINE; Coronavirus Infections; Pandemic; Virology; Internal medicine; Outbreak; Infectious disease (medical specialty); Biology","score_opus":0.06437557517328019,"score_gpt":0.4243812633983629,"score_spread":0.3600056882250827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016263809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.540196,0.003571744,0.012177253,0.14183427,0.006037941,0.0010932616,0.0007466083,0.00094030204,0.2934026],"genre_scores_gemma":[0.9616979,0.0006537935,0.0029783782,0.010293383,0.00090069056,0.00033293327,0.00023891668,0.0001341403,0.022769907],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9757414,0.015502899,0.0016471916,0.00078889925,0.003594563,0.0027250736],"domain_scores_gemma":[0.9202816,0.037506826,0.009970488,0.0042879176,0.012391018,0.01556216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016238727,0.00046913658,0.00045421137,0.0011409486,0.008018253,0.005948974,0.0011983333,0.003385361,0.028220365],"category_scores_gemma":[0.12113141,0.00047518933,0.0005950454,0.00058485026,0.0016636709,0.00337156,0.009740955,0.0063748057,0.0037049358],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012642288,0.0021102768,0.1081536,0.00090213295,0.00014634394,0.0091645485,0.22733371,0.0009758649,0.0018992283,0.049831357,0.23125967,0.36695907],"study_design_scores_gemma":[0.0002834162,0.0016699084,0.090611376,0.0035367254,0.00012756951,0.008639606,0.23431842,0.0050461893,0.002399348,0.047130875,0.6058712,0.0003653776],"about_ca_topic_score_codex":0.005618984,"about_ca_topic_score_gemma":0.007999894,"teacher_disagreement_score":0.028220365,"about_ca_system_score_codex":0.005619983,"about_ca_system_score_gemma":0.012411184,"threshold_uncertainty_score":0.094406486},"labels":[],"label_agreement":null},{"id":"W3023430655","doi":"10.1177/2053951720919151","title":"A dialogic analysis of Hello Barbie’s conversations with children","year":2020,"lang":"en","type":"article","venue":"Big Data & Society","topic":"Public Relations and Crisis Communication","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":false,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Dialogic; Sociology; Personalization; Rhetoric; Advertising; Computer science; Public relations; World Wide Web; Business; Pedagogy; Linguistics; Political science","score_opus":0.15811131274383994,"score_gpt":0.3285408846948391,"score_spread":0.17042957195099917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023430655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80324394,0.0034301733,0.018916233,0.016295308,0.0005027312,0.00033185323,0.00082247914,0.00032380605,0.15613353],"genre_scores_gemma":[0.9696284,0.0011641248,0.004849267,0.0017204724,0.000076555254,0.00023157868,0.00018083451,0.00015416495,0.021994647],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9938958,0.004208062,0.00012535056,0.0005356745,0.0005749887,0.00066010415],"domain_scores_gemma":[0.99333245,0.0050033387,0.00042473662,0.00021068427,0.00043918059,0.00058954355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004723899,0.0007488635,0.00075063435,0.0020967717,0.01112044,0.006025158,0.0011836269,0.0023736549,0.007225389],"category_scores_gemma":[0.0101887025,0.00060315063,0.00047984967,0.0012321919,0.011810498,0.005380363,0.006434998,0.004024909,0.0010609911],"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":[0.000044658424,0.000024013607,0.00088884425,0.00008689711,0.0000058640535,0.0008700446,0.9683348,0.000059290964,0.0010233251,0.02176069,0.0023746667,0.004526794],"study_design_scores_gemma":[0.000013003971,0.000083884115,0.0028926937,0.00038769224,0.00001838873,0.0013933806,0.69631445,0.00026721248,0.0017732754,0.004539953,0.29224262,0.000073491115],"about_ca_topic_score_codex":0.016041659,"about_ca_topic_score_gemma":0.02171945,"teacher_disagreement_score":0.016041659,"about_ca_system_score_codex":0.0061891405,"about_ca_system_score_gemma":0.0028202666,"threshold_uncertainty_score":0.044905543},"labels":[],"label_agreement":null},{"id":"W3026669940","doi":"","title":"Battle Creek : les deux font la (vieille) paire","year":2015,"lang":"fr","type":"article","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Battle; Humanities; Art; Geography; Archaeology","score_opus":0.09106431551030127,"score_gpt":0.34162918663218017,"score_spread":0.2505648711218789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026669940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.653136,0.0072434824,0.005189656,0.038036928,0.005862109,0.0004886449,0.011756581,0.0005892142,0.27769744],"genre_scores_gemma":[0.7095564,0.0015211416,0.0031422265,0.005596528,0.00047822797,0.00028688836,0.0039340514,0.00039225334,0.27509227],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980357,0.00023454452,0.00007807641,0.00028319814,0.0006870937,0.00068144314],"domain_scores_gemma":[0.99795026,0.00023647092,0.00017902833,0.00008946965,0.0006315376,0.00091320596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008455612,0.00050514855,0.00066942256,0.0011357934,0.017851448,0.005625473,0.0010630565,0.0023858957,0.027169839],"category_scores_gemma":[0.003569391,0.00053079583,0.00032192143,0.0021996212,0.002608141,0.0018191586,0.004069583,0.0042381627,0.0026816807],"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":[0.001481846,0.00033292937,0.0820228,0.0006866584,0.00014041246,0.009640903,0.22675008,0.00079929765,0.0075706476,0.03892097,0.46689168,0.16476183],"study_design_scores_gemma":[0.000029872426,0.00006831329,0.10892051,0.00021563642,0.000020769288,0.0010501817,0.09324023,0.00014120678,0.0008356341,0.0010433688,0.7943482,0.0000862102],"about_ca_topic_score_codex":0.64438677,"about_ca_topic_score_gemma":0.86594695,"teacher_disagreement_score":0.64438677,"about_ca_system_score_codex":0.010898672,"about_ca_system_score_gemma":0.011621169,"threshold_uncertainty_score":0.715415},"labels":[],"label_agreement":null},{"id":"W3026840951","doi":"10.5539/mas.v14n6p64","title":"Governmental Measures towards the Coronavirus Crisis Management: An Applied Study from the Viewpoint of Faculty Members in Jordanian Universities","year":2020,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Public Relations and Crisis Communication","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":"Government (linguistics); Crisis management; Coronavirus disease 2019 (COVID-19); Pandemic; Population; Sample (material); Politics; Political science; Public relations; Unit (ring theory); Business; Psychology; Economic growth; Medicine; Environmental health; Economics; Disease; Law; Mathematics education","score_opus":0.09817364922522623,"score_gpt":0.33421132915670726,"score_spread":0.23603767993148103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026840951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99750274,0.0001254635,0.00012519004,0.0003729306,0.000013219317,0.000046887923,0.000008268044,0.000001789692,0.0018035301],"genre_scores_gemma":[0.99809057,0.00032938318,0.00020870066,0.0003846156,0.000030439689,0.00006237408,0.000009315933,0.0000021427484,0.0008824348],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99160355,0.005932456,0.00028812603,0.00028297896,0.00080214586,0.00109081],"domain_scores_gemma":[0.9870083,0.006212104,0.0022039306,0.00038017836,0.002295772,0.0018997402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00918255,0.00033985035,0.00038969226,0.0014703051,0.006245839,0.0040289424,0.0007639625,0.0013518834,0.002569087],"category_scores_gemma":[0.014936817,0.0003290802,0.00029997277,0.0015240627,0.0028272294,0.0018341831,0.0022421798,0.0015283207,0.00037004196],"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":[0.000107240296,0.0021583857,0.11813028,0.00028268126,0.000026156496,0.0011688353,0.84621084,0.0001745223,0.0010190505,0.0014921258,0.0014903261,0.027739644],"study_design_scores_gemma":[0.000009910402,0.0005257864,0.035197146,0.00009651684,0.000012339753,0.00016854086,0.958606,0.00014417726,0.0003806456,0.00017718707,0.0046666064,0.000015106773],"about_ca_topic_score_codex":0.0026083381,"about_ca_topic_score_gemma":0.0043103183,"teacher_disagreement_score":0.00918255,"about_ca_system_score_codex":0.0027035396,"about_ca_system_score_gemma":0.004166001,"threshold_uncertainty_score":0.048562586},"labels":[],"label_agreement":null},{"id":"W3026965709","doi":"10.5539/elt.v13n6p76","title":"A Pragmatic Study of Image Restoration via Corporate Apology in Chinese Internet Corporations","year":2020,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Guangdong University of Foreign Studies; Baidu; Tencent","keywords":"Performative utterance; Forgiveness; The Internet; Psychology; Linguistics; Social psychology; Philosophy; Computer science; World Wide Web","score_opus":0.025812844318587238,"score_gpt":0.3236851216530696,"score_spread":0.2978722773344824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026965709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840603,0.00020939615,0.0009215179,0.00038871125,0.000009928669,0.000060984028,0.000031766136,0.0000060307952,0.014311363],"genre_scores_gemma":[0.99722517,0.00014488575,0.00045620484,0.00006985669,0.000008085356,0.000029474231,0.000037188493,0.0000078857765,0.0020213441],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99889886,0.00051671686,0.00006320135,0.00014541321,0.00023054506,0.00014526796],"domain_scores_gemma":[0.99537826,0.003167122,0.0006432993,0.00016780169,0.00043630984,0.00020722522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017389238,0.00025023732,0.00027648825,0.0018922106,0.0037166625,0.0018152006,0.00060074247,0.0007066625,0.0035794417],"category_scores_gemma":[0.005880818,0.00023918142,0.00018133786,0.0018205581,0.0042151255,0.0031133015,0.0012654008,0.0009214108,0.00016979646],"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":[0.00010401872,0.00018518776,0.045501024,0.00056568,0.000016364387,0.0033146404,0.8746685,0.00020628358,0.0075506326,0.039094754,0.0015780317,0.02721482],"study_design_scores_gemma":[0.00003770045,0.00014647035,0.20129745,0.00024820122,0.00006410317,0.0012020784,0.73793364,0.004021771,0.004056336,0.004575584,0.046334565,0.00008218892],"about_ca_topic_score_codex":0.027411375,"about_ca_topic_score_gemma":0.036276966,"teacher_disagreement_score":0.027411375,"about_ca_system_score_codex":0.0045812516,"about_ca_system_score_gemma":0.0029596807,"threshold_uncertainty_score":0.05450362},"labels":[],"label_agreement":null},{"id":"W3028269928","doi":"10.22541/au.158447966.62589485","title":"Don't panic, it is only an emergency","year":2020,"lang":"en","type":"dataset","venue":"Authorea","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Suspect; Mainstream; Class (philosophy); Advice (programming); Panic; Psychology; Coronavirus disease 2019 (COVID-19); Public relations; Internet privacy; Computer science; Political science; Medicine; Law; Criminology; Psychiatry; Artificial intelligence","score_opus":0.06711190793398068,"score_gpt":0.38865413297456936,"score_spread":0.32154222504058866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028269928","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006012252,0.0000568859,0.00003802142,0.00012329835,0.000062089486,0.000009977918,0.9984674,0.00011861026,0.0010635933],"genre_scores_gemma":[0.0007951349,0.00014093204,0.0002138461,0.000244868,0.000031629443,0.00012358876,0.9962102,0.00009865137,0.0021410505],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852127,0.0002805404,0.00020238274,0.00037764106,0.00033900875,0.00027922558],"domain_scores_gemma":[0.9940876,0.0019251958,0.0007061984,0.0012332973,0.001385284,0.0006625015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013563851,0.002101283,0.0015863932,0.0032953827,0.0011553625,0.0039012895,0.0022458439,0.0030106383,0.18126139],"category_scores_gemma":[0.015113719,0.0007838618,0.001853909,0.0058466257,0.00062786357,0.0018216182,0.0022505533,0.0019535266,0.13949594],"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":[0.000053912874,0.0000075262374,0.00049920304,0.0004455656,0.000017691525,0.0000069692533,0.000008552468,0.00009431797,0.000018949633,0.0003199453,0.99717736,0.0013500404],"study_design_scores_gemma":[0.00033420566,0.0000141253695,0.0032393371,0.00082309585,0.000039079696,0.000025493675,0.00007082205,0.00030155067,0.00013104516,0.0016121914,0.9933822,0.000026806494],"about_ca_topic_score_codex":0.045843158,"about_ca_topic_score_gemma":0.081546806,"teacher_disagreement_score":0.18126139,"about_ca_system_score_codex":0.0015194874,"about_ca_system_score_gemma":0.0033162313,"threshold_uncertainty_score":0.60637975},"labels":[],"label_agreement":null},{"id":"W3032269688","doi":"10.1080/0267257x.2020.1764080","title":"Social media responses and brand personality in product and moral harm crises: why waste a good crisis?","year":2020,"lang":"en","type":"article","venue":"Journal of Marketing Management","topic":"Public Relations and Crisis Communication","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":"Nipissing University","funders":"","keywords":"Crisis communication; Harm; Personality; Brand awareness; Brand management; Advertising; Brand equity; Balance theory; Product (mathematics); Social media; Business; Marketing; Social psychology; Psychology; Public relations; Political science","score_opus":0.06876583226064567,"score_gpt":0.32966078947794564,"score_spread":0.26089495721729994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032269688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99470526,0.00007801165,0.00026314604,0.00077772577,0.0000143295665,0.000013099282,0.000020607868,0.0000036245365,0.004124096],"genre_scores_gemma":[0.99927,0.00006279026,0.00011516638,0.00010686333,0.000009339635,0.000007341748,0.000014185939,0.0000033384044,0.00041093671],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932694,0.0002816276,0.00003841312,0.000056709276,0.00016085988,0.0001356029],"domain_scores_gemma":[0.99366623,0.0026214253,0.0020761124,0.00020280958,0.0007115742,0.000721778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015745793,0.00015606686,0.000174843,0.00089191674,0.0011150058,0.003075687,0.00022688172,0.00088041794,0.0036479102],"category_scores_gemma":[0.009976824,0.00017403181,0.0001688011,0.0005544136,0.0011838243,0.0028187435,0.001626319,0.0012776173,0.00030411824],"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":[0.00089481607,0.00091619993,0.75414276,0.00031424826,0.000072194154,0.0012556297,0.14862244,0.00046393837,0.0052291043,0.0049385936,0.002317138,0.08083302],"study_design_scores_gemma":[0.0000129136815,0.00025954624,0.7128966,0.00013219475,0.000024943389,0.0004939479,0.27504012,0.0011304645,0.0010068606,0.0032565962,0.0057083243,0.000037587644],"about_ca_topic_score_codex":0.0017469823,"about_ca_topic_score_gemma":0.0026886465,"teacher_disagreement_score":0.0036479102,"about_ca_system_score_codex":0.0007986002,"about_ca_system_score_gemma":0.00040408067,"threshold_uncertainty_score":0.012203515},"labels":[],"label_agreement":null},{"id":"W3034277966","doi":"10.15173/jpc.v6i1.4350","title":"The stakeholder-communication continuum: An alternate approach to internal and external communications","year":2020,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","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":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Stakeholder; Internal communications; Public relations; Organizational communication; Communication studies; Scholarship; Communications management; Corporate communication; Strategic communication; Telecommunications; Sociology; Business; Political science; Computer science; Marketing; Law; Social science","score_opus":0.13153120346525088,"score_gpt":0.3898567314083676,"score_spread":0.2583255279431167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034277966","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20091984,0.0018356541,0.41296005,0.031776648,0.0010090958,0.0015173313,0.00052121223,0.0005223538,0.34893775],"genre_scores_gemma":[0.87299937,0.0007018557,0.109136306,0.002715484,0.00018361595,0.0020700279,0.0002071435,0.00012992103,0.011856382],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9860793,0.010023453,0.00048594247,0.00073578267,0.002042266,0.0006332196],"domain_scores_gemma":[0.9853721,0.008635862,0.0011239963,0.001401756,0.0025368799,0.0009293302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008486691,0.00079988077,0.0006680223,0.009243806,0.005360308,0.012018505,0.002322443,0.004119085,0.006764754],"category_scores_gemma":[0.015101303,0.00046682026,0.0006605938,0.00599681,0.019744327,0.014555148,0.007140838,0.0047377897,0.00097650103],"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":[0.00019390661,0.00035887733,0.013276563,0.00058129313,0.00002933133,0.00040869275,0.14243709,0.00055277324,0.0029531089,0.76852757,0.004125539,0.06655535],"study_design_scores_gemma":[0.00011564574,0.00035551854,0.020081442,0.0010325239,0.00004694897,0.0016692689,0.31297514,0.009878898,0.0016596124,0.5463615,0.105698645,0.00012498003],"about_ca_topic_score_codex":0.0022336086,"about_ca_topic_score_gemma":0.0034676457,"teacher_disagreement_score":0.012018505,"about_ca_system_score_codex":0.0039541903,"about_ca_system_score_gemma":0.0048735393,"threshold_uncertainty_score":0.044882417},"labels":[],"label_agreement":null},{"id":"W3034767131","doi":"10.15173/jpc.v6i1.4351","title":"10 Tips for strategic public relations during the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa; McMaster University","funders":"","keywords":"Mainstream; Coronavirus disease 2019 (COVID-19); Pandemic; Social media; Public relations; Empathy; Perception; Crisis communication; Value (mathematics); 2019-20 coronavirus outbreak; Political science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Sociology; Focus (optics); Media studies; Psychology; Social psychology; Law; Computer science","score_opus":0.27790667694704263,"score_gpt":0.4351717454518074,"score_spread":0.1572650685047648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034767131","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007147409,0.009190821,0.005786529,0.8871494,0.010297267,0.00025342088,0.00008510063,0.0005612273,0.07952874],"genre_scores_gemma":[0.3933434,0.031007377,0.047580004,0.38663822,0.019334126,0.002493475,0.0006018913,0.0006960398,0.118305415],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9658111,0.025011549,0.00081291475,0.0007253993,0.0032068414,0.004432186],"domain_scores_gemma":[0.9626091,0.019733105,0.0018004675,0.00117571,0.0036087167,0.011072912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025817309,0.001162705,0.0006104151,0.001758233,0.011552425,0.013177852,0.002195839,0.01929236,0.02039516],"category_scores_gemma":[0.035568714,0.0006724272,0.0008547674,0.000999505,0.0076461053,0.017635556,0.018322643,0.019431083,0.008317961],"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":[0.000123545,0.0004339848,0.0009332647,0.0009671959,0.000017357983,0.0017008166,0.042087786,0.00044040388,0.0011179008,0.04793413,0.72232306,0.18192053],"study_design_scores_gemma":[0.000055437336,0.00021105158,0.001400712,0.002217355,0.000010010465,0.0010324126,0.108912006,0.00028957144,0.00038061303,0.0488923,0.8365084,0.00009006713],"about_ca_topic_score_codex":0.0015901596,"about_ca_topic_score_gemma":0.00438701,"teacher_disagreement_score":0.025817309,"about_ca_system_score_codex":0.0047479863,"about_ca_system_score_gemma":0.013553469,"threshold_uncertainty_score":0.1365366},"labels":[],"label_agreement":null},{"id":"W3035048879","doi":"10.15173/jpc.v6i1.4343","title":"Journalism and public relations","year":2020,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","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":"Journalism; Relevance (law); Public relations; Cyberspace; Social media; Political science; Sociology; Media studies; Communication studies; The Internet; World Wide Web; Social science; Law; Computer science","score_opus":0.07501189485143786,"score_gpt":0.3779575815172291,"score_spread":0.30294568666579125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035048879","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014935559,0.029514572,0.0023551576,0.18648602,0.0020341973,0.000042313906,0.000100162135,0.000082057,0.76445],"genre_scores_gemma":[0.8997512,0.014640085,0.0010019253,0.01922268,0.0071840873,0.00011974922,0.00007238395,0.00009842273,0.057909507],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9839881,0.010235598,0.00048819362,0.0013127449,0.0021904293,0.0017849132],"domain_scores_gemma":[0.96188974,0.026762765,0.003615396,0.0025981658,0.0026013567,0.0025325613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010871632,0.00035058064,0.0005575176,0.004128753,0.012024299,0.027154969,0.0009168412,0.007202481,0.014197891],"category_scores_gemma":[0.032457512,0.00033015778,0.00040936857,0.0052375747,0.039551076,0.013773571,0.0050494517,0.004216921,0.0025944605],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016782455,0.000022161421,0.0002920743,0.00009192691,0.0000053575022,0.00008148918,0.005978308,0.000047237812,0.000057441583,0.96717036,0.018160261,0.008076544],"study_design_scores_gemma":[0.000039786188,0.000023412123,0.0009841933,0.00029721836,0.000007996644,0.00022821709,0.0064306706,0.00012305261,0.000160191,0.6326341,0.35905272,0.000018401115],"about_ca_topic_score_codex":0.0030080872,"about_ca_topic_score_gemma":0.001901614,"teacher_disagreement_score":0.027154969,"about_ca_system_score_codex":0.009664706,"about_ca_system_score_gemma":0.0079975445,"threshold_uncertainty_score":0.07012266},"labels":[],"label_agreement":null},{"id":"W3036233656","doi":"10.7939/r3-qv9w-g469","title":"Harnessing Tweets to get the Pulse of a City","year":2020,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Internet privacy; Geography; World Wide Web","score_opus":0.023819140254389838,"score_gpt":0.23577779654677428,"score_spread":0.21195865629238445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036233656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5466485,0.005679441,0.21393193,0.01970418,0.0056676962,0.0011488233,0.03591229,0.026366705,0.14494044],"genre_scores_gemma":[0.8206966,0.0035451618,0.133533,0.0018692882,0.0012891663,0.00037464677,0.013096526,0.0030231036,0.022572646],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99938357,0.00017844842,0.000042437634,0.00011947315,0.00020865619,0.000067484696],"domain_scores_gemma":[0.9979504,0.0009966649,0.0002686983,0.00024855175,0.00036694016,0.0001687656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000645357,0.00086109794,0.00034557973,0.0030725247,0.0008221486,0.0043640225,0.00043893277,0.00069152866,0.0064373678],"category_scores_gemma":[0.007182045,0.00037967708,0.00050264446,0.0027835113,0.00051602384,0.0055029476,0.0028314753,0.001186566,0.004110361],"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":[0.0012622075,0.000260566,0.059619874,0.002433067,0.00031374826,0.0019776234,0.0348621,0.0089067565,0.03692217,0.020798592,0.152848,0.67979527],"study_design_scores_gemma":[0.0001281051,0.0004220264,0.07760292,0.0010497298,0.00037659938,0.0011879543,0.03932885,0.10012814,0.026485698,0.079320885,0.67353094,0.00043813634],"about_ca_topic_score_codex":0.002208353,"about_ca_topic_score_gemma":0.005084085,"teacher_disagreement_score":0.0064373678,"about_ca_system_score_codex":0.0005055137,"about_ca_system_score_gemma":0.00039656556,"threshold_uncertainty_score":0.021535099},"labels":[],"label_agreement":null},{"id":"W3036280337","doi":"10.1177/0893318920934890","title":"Collective Sensemaking Around COVID-19: Experiences, Concerns, and Agendas for our Rapidly Changing Organizational Lives","year":2020,"lang":"en","type":"article","venue":"Management Communication Quarterly","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":131,"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":"Sensemaking; Sociology; Public relations; Coronavirus disease 2019 (COVID-19); Work (physics); Privilege (computing); Pandemic; Political science","score_opus":0.05882818831906791,"score_gpt":0.34968496417447636,"score_spread":0.2908567758554085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036280337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7976226,0.0042408705,0.009479303,0.118926354,0.0025848183,0.0001232755,0.000082594204,0.00013911047,0.06680103],"genre_scores_gemma":[0.98954684,0.00088251935,0.0012166009,0.0035693531,0.0002307744,0.000065445725,0.000031748237,0.00007118117,0.0043855417],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9788745,0.015091399,0.00043242794,0.0009349864,0.0019179243,0.0027487753],"domain_scores_gemma":[0.97794455,0.009724851,0.0019314454,0.0016175903,0.0019034169,0.006878064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020487163,0.00072461757,0.00096972566,0.001682494,0.039229374,0.023666102,0.0026000005,0.0057501975,0.0036156196],"category_scores_gemma":[0.022212569,0.0006645876,0.00076230185,0.0021015252,0.050110243,0.016724672,0.02498152,0.0142442295,0.00047462934],"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":[0.000017321221,0.000021920063,0.0012842092,0.000044276996,0.000004482283,0.00051790045,0.9721059,0.000043251242,0.00017350825,0.01848265,0.0036405623,0.003664138],"study_design_scores_gemma":[0.0000019312965,0.000013931377,0.000291398,0.00005525943,0.0000017037537,0.00015386437,0.97701675,0.00003347782,0.00005114689,0.0028739525,0.01948913,0.000017624554],"about_ca_topic_score_codex":0.007147457,"about_ca_topic_score_gemma":0.010558875,"teacher_disagreement_score":0.039229374,"about_ca_system_score_codex":0.005903117,"about_ca_system_score_gemma":0.007952205,"threshold_uncertainty_score":0.10834777},"labels":[],"label_agreement":null},{"id":"W3037940633","doi":"10.1177/0021886320937026","title":"Unraveling the What and How of Organizational Communication to Employees During COVID-19 Pandemic: Adopting an Attributional Lens","year":2020,"lang":"en","type":"article","venue":"The Journal of Applied Behavioral Science","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Public relations; Pandemic; Context (archaeology); Globe; Attribution; Perspective (graphical); Coronavirus disease 2019 (COVID-19); Business; Political science; Psychology; Social psychology; Geography","score_opus":0.13887791208904635,"score_gpt":0.3788891350814929,"score_spread":0.24001122299244657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037940633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3985638,0.026768552,0.10815777,0.2854314,0.004699999,0.00029587897,0.00053515506,0.00026734668,0.17528011],"genre_scores_gemma":[0.9832461,0.0039708545,0.007027096,0.003614422,0.0005477545,0.00007798994,0.00007215609,0.00007579032,0.0013678827],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98493123,0.010578686,0.00044896128,0.0012308592,0.001449311,0.0013608624],"domain_scores_gemma":[0.9468113,0.03672757,0.0058006155,0.0035619477,0.0044644717,0.002633973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026631868,0.000941059,0.00058958575,0.0056904,0.0071632774,0.023171894,0.0024082563,0.0041648415,0.0033377653],"category_scores_gemma":[0.04869437,0.0007055088,0.00074987113,0.002855692,0.03185199,0.024776816,0.009310145,0.008075464,0.00045989736],"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":[0.000093327384,0.00015773477,0.06250102,0.0006269145,0.00011349308,0.000680989,0.5701042,0.0010098082,0.0009165745,0.27258053,0.004929536,0.08628588],"study_design_scores_gemma":[0.000019069761,0.000100542486,0.04593873,0.002534533,0.00009233383,0.0005708393,0.5309604,0.0029488064,0.0005147488,0.37038207,0.045790773,0.00014712903],"about_ca_topic_score_codex":0.010264159,"about_ca_topic_score_gemma":0.008510004,"teacher_disagreement_score":0.026631868,"about_ca_system_score_codex":0.005824461,"about_ca_system_score_gemma":0.008960204,"threshold_uncertainty_score":0.1408444},"labels":[],"label_agreement":null},{"id":"W3041652003","doi":"10.1097/sla.0000000000004172","title":"Successful Virtual Interviews","year":2020,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":35,"is_retracted":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; MEDLINE; Medical education","score_opus":0.44506097239639664,"score_gpt":0.4207805855271012,"score_spread":0.024280386869295456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041652003","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15187845,0.0021476494,0.22247294,0.02947051,0.0067735063,0.007241891,0.0018047418,0.0020567817,0.57615346],"genre_scores_gemma":[0.65445703,0.002019093,0.18215184,0.011763036,0.00089603715,0.011227999,0.0011715759,0.0009351304,0.13537832],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9437135,0.04496818,0.0015783642,0.0023940632,0.0042742128,0.0030717084],"domain_scores_gemma":[0.9645868,0.015242784,0.0021232748,0.006070784,0.0060200235,0.0059563965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.027451016,0.0011869842,0.00061821385,0.0013734631,0.0122094145,0.008990173,0.0031023044,0.002862206,0.04394092],"category_scores_gemma":[0.06429991,0.0008328973,0.00094575377,0.0012528899,0.00436601,0.007520156,0.020067072,0.0038290133,0.017513955],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004300542,0.000668981,0.0063354042,0.001143253,0.00006965922,0.0031769616,0.36566362,0.0011144374,0.004059193,0.08487069,0.23324886,0.2992189],"study_design_scores_gemma":[0.00005981988,0.00020238232,0.0019944287,0.0008154864,0.0000251838,0.001389155,0.17450151,0.0010552837,0.0017412546,0.030835101,0.7872901,0.00009029957],"about_ca_topic_score_codex":0.0010377192,"about_ca_topic_score_gemma":0.0038060776,"teacher_disagreement_score":0.04394092,"about_ca_system_score_codex":0.0034313598,"about_ca_system_score_gemma":0.0076719886,"threshold_uncertainty_score":0.14699703},"labels":[],"label_agreement":null},{"id":"W3043090712","doi":"10.1108/sl-05-2020-0068","title":"The language of leadership in a deadly pandemic","year":2020,"lang":"en","type":"article","venue":"Strategy and Leadership","topic":"Public Relations and Crisis Communication","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":"McGill-Queen's University Press; University of Toronto","funders":"","keywords":"Hubris; Politics; Public relations; Originality; Transparency (behavior); Value (mathematics); Sociology; Political science; Law; Social science; Qualitative research","score_opus":0.3621129833572543,"score_gpt":0.35219145627940995,"score_spread":0.009921527077844328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043090712","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40341696,0.014579837,0.026981613,0.24771206,0.0051606717,0.00018968119,0.00012757932,0.00029685406,0.3015347],"genre_scores_gemma":[0.99022305,0.0008188628,0.0010900521,0.004603827,0.00043637338,0.0000358438,0.00001347662,0.000051089053,0.0027275223],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9807451,0.016620805,0.0002540634,0.0004018079,0.0013323872,0.00064586016],"domain_scores_gemma":[0.9721556,0.021206724,0.0026374247,0.0009496969,0.0018211815,0.0012293117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0102398265,0.0004169762,0.00028100528,0.0011234815,0.0057297223,0.0075108684,0.000783113,0.0018314011,0.003314739],"category_scores_gemma":[0.02261951,0.00021569406,0.00013706797,0.0008739341,0.024798464,0.006662942,0.004281403,0.0043243635,0.00062437565],"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":[0.00014769878,0.000039455877,0.0029144606,0.00043764376,0.000011411401,0.0008589971,0.54812306,0.00022890254,0.002492566,0.3925385,0.019136224,0.033071052],"study_design_scores_gemma":[0.00003255521,0.00020020221,0.0031191574,0.0015639202,0.000015456859,0.0013892883,0.5126893,0.0010220287,0.0025565014,0.09705281,0.380287,0.00007189605],"about_ca_topic_score_codex":0.0011265461,"about_ca_topic_score_gemma":0.0010806653,"teacher_disagreement_score":0.0102398265,"about_ca_system_score_codex":0.0026926256,"about_ca_system_score_gemma":0.003223172,"threshold_uncertainty_score":0.05415404},"labels":[],"label_agreement":null},{"id":"W3043413590","doi":"10.4000/communication.12046","title":"Stéphanie YATES (dir.) (2018), Introduction aux relations publiques. Fondements, enjeux et pratiques","year":2020,"lang":"fr","type":"article","venue":"Communication","topic":"Public Relations and Crisis Communication","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; Sociology; Philosophy","score_opus":0.06768866263173119,"score_gpt":0.3595194505381965,"score_spread":0.2918307879064653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043413590","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016439325,0.47629622,0.0012531874,0.36249974,0.09896556,0.0000316275,0.00031678865,0.00016267289,0.05883035],"genre_scores_gemma":[0.0426758,0.39539728,0.0014465738,0.062847085,0.052934907,0.00014884993,0.00034592097,0.00046113072,0.4437425],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988722,0.0003033008,0.000067201814,0.00024413146,0.00038502054,0.00012815133],"domain_scores_gemma":[0.99790466,0.0009897469,0.00019156869,0.000056088946,0.0005429096,0.00031501582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013538728,0.00078187475,0.0005440857,0.001603541,0.0035173546,0.0055439644,0.0007258076,0.0034231348,0.034312792],"category_scores_gemma":[0.0044672517,0.00038873943,0.00028966222,0.0017193904,0.0020695135,0.0055496516,0.0029013338,0.0069989227,0.020730482],"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":[0.000026542952,0.000016367818,0.00037792535,0.0005605823,0.000007758977,0.00015636458,0.0034848603,0.000030494599,0.00023726342,0.021349272,0.8935578,0.08019488],"study_design_scores_gemma":[0.000002418759,0.000006510272,0.0007297608,0.00044029095,0.0000027622912,0.00025962072,0.001431868,0.000018238008,0.00009121222,0.0025086452,0.994499,0.0000096478925],"about_ca_topic_score_codex":0.012035418,"about_ca_topic_score_gemma":0.02115622,"teacher_disagreement_score":0.034312792,"about_ca_system_score_codex":0.002999726,"about_ca_system_score_gemma":0.004007224,"threshold_uncertainty_score":0.1147877},"labels":[],"label_agreement":null},{"id":"W3045090006","doi":"","title":"Editorial: In Trust We Trust","year":2020,"lang":"en","type":"editorial","venue":"Postcolonial text","topic":"Public Relations and Crisis Communication","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":"Internet privacy; Computer science","score_opus":0.01655434621523712,"score_gpt":0.3257991103644415,"score_spread":0.3092447641492044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045090006","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012673321,0.002051403,0.000038349324,0.046106614,0.95051205,0.000013701703,0.00005368205,0.000020733238,0.0011907448],"genre_scores_gemma":[0.00040252318,0.0022691574,0.000060583006,0.030577375,0.9587203,0.000041223266,0.00004798593,0.00004861542,0.007832234],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9872951,0.0030721752,0.001580695,0.0012088771,0.005816431,0.0010267159],"domain_scores_gemma":[0.93392503,0.03282893,0.0035497993,0.001678697,0.020630453,0.00738702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014701727,0.0050633363,0.005058011,0.007700645,0.007760624,0.018007947,0.005682309,0.03815618,0.041735627],"category_scores_gemma":[0.08196628,0.0018040395,0.0033394245,0.00377967,0.005351679,0.0078959055,0.0042207655,0.027343571,0.020875955],"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":[0.000010697794,0.0000035514754,0.000008467811,0.00009302374,0.0000061128258,0.00004144407,0.000014175006,0.000006661545,0.0000072481057,0.00020283267,0.9984314,0.0011744112],"study_design_scores_gemma":[0.00008279008,0.000016682536,0.00020597776,0.0010739414,0.000059102946,0.00015071638,0.00011330468,0.00012744,0.000040746298,0.0017133561,0.9963904,0.000025504753],"about_ca_topic_score_codex":0.006425475,"about_ca_topic_score_gemma":0.015112967,"teacher_disagreement_score":0.041735627,"about_ca_system_score_codex":0.007956845,"about_ca_system_score_gemma":0.010071885,"threshold_uncertainty_score":0.13961953},"labels":[],"label_agreement":null},{"id":"W3046711958","doi":"10.1145/3356998.3365769","title":"Using social media to geo-target emergency management efforts","year":2019,"lang":"en","type":"article","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"UT-Battelle; Battelle; U.S. Department of Energy","keywords":"Situation awareness; Social media; Emergency management; Computer science; Emergency response; Focus (optics); Vulnerability (computing); Flooding (psychology); Crisis management; Microblogging; Disaster response; Event (particle physics); Data science; Social media analytics; Computer security; Business; World Wide Web; Political science; Engineering; Medical emergency; Psychology","score_opus":0.051092579824629836,"score_gpt":0.35880932222492296,"score_spread":0.3077167424002931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046711958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8789948,0.001804004,0.021107052,0.0071080313,0.00025569237,0.0005049235,0.0036374037,0.00034984373,0.08623826],"genre_scores_gemma":[0.98875296,0.000694727,0.007919378,0.0002116113,0.00009614289,0.000115781375,0.0005656538,0.000016767926,0.0016269821],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99840754,0.0010504186,0.00007230318,0.00011910177,0.00023691615,0.000113769805],"domain_scores_gemma":[0.9924545,0.0048216777,0.0015140311,0.0003783517,0.0006069041,0.00022450354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019624608,0.00050069654,0.00017606879,0.0058114403,0.0008851637,0.0031411916,0.00042235403,0.0005017149,0.0026416578],"category_scores_gemma":[0.008382648,0.0002016303,0.0002462845,0.003298319,0.0004965227,0.003701904,0.001636331,0.00050381897,0.0004940432],"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":[0.0004089626,0.00059173733,0.44139302,0.0013534388,0.0004752005,0.0011879866,0.044954784,0.005757156,0.0075789206,0.019347435,0.017185053,0.45976636],"study_design_scores_gemma":[0.00004912988,0.00053992745,0.53777695,0.0020689326,0.000456392,0.00080708,0.2033364,0.06826533,0.010058502,0.032609705,0.14378002,0.00025167176],"about_ca_topic_score_codex":0.0045416793,"about_ca_topic_score_gemma":0.010133143,"teacher_disagreement_score":0.0058114403,"about_ca_system_score_codex":0.0008618347,"about_ca_system_score_gemma":0.0006386686,"threshold_uncertainty_score":0.010378659},"labels":[],"label_agreement":null},{"id":"W3048396016","doi":"10.1145/3392849","title":"Trustworthiness Perceptions of Social Media Resources Named after a Crisis Event","year":2020,"lang":"en","type":"article","venue":"Proceedings of the ACM on Human-Computer Interaction","topic":"Public Relations and Crisis Communication","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 Waterloo","funders":"","keywords":"Misinformation; Perception; Trustworthiness; Social media; Crisis communication; Event (particle physics); Psychology; Demographics; Social psychology; Internet privacy; Public relations; Political science; Computer science; Computer security; Sociology; World Wide Web","score_opus":0.04905079603763355,"score_gpt":0.34775859775319484,"score_spread":0.29870780171556127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048396016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99479926,0.00010463894,0.0005589934,0.00019029061,0.00001527003,0.00002804868,0.000026431822,0.000008159316,0.0042688367],"genre_scores_gemma":[0.9993988,0.000059330378,0.00018133949,0.000029565392,0.000010676387,0.000007859289,0.000018551798,0.0000046787986,0.00028910147],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953852,0.0025021124,0.0003586721,0.00029155944,0.0011937657,0.00026868988],"domain_scores_gemma":[0.9600467,0.01996538,0.010477881,0.0016321639,0.005439026,0.0024386859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0068363827,0.00030176612,0.00028935476,0.0014812816,0.0014432624,0.0026582086,0.0003101013,0.00054944464,0.002542477],"category_scores_gemma":[0.042809054,0.0002348235,0.00033521172,0.00054283027,0.0012143279,0.0021770636,0.0016309951,0.00075155625,0.00032977652],"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":[0.00089421595,0.0003890505,0.53619874,0.0003593712,0.00027817802,0.0013937524,0.40640944,0.00046070036,0.005831313,0.0015840429,0.0012077864,0.04499339],"study_design_scores_gemma":[0.000046557052,0.0008356562,0.653049,0.00033876643,0.00016589847,0.00087059976,0.3293034,0.003144815,0.0019194164,0.0012834338,0.008904695,0.00013775336],"about_ca_topic_score_codex":0.0057600145,"about_ca_topic_score_gemma":0.0042462763,"teacher_disagreement_score":0.0068363827,"about_ca_system_score_codex":0.0008746643,"about_ca_system_score_gemma":0.0005937288,"threshold_uncertainty_score":0.036154687},"labels":[],"label_agreement":null},{"id":"W3049435428","doi":"10.3917/dbu.thorn.2017.01.0141","title":"Discours des réseaux sociaux : enjeux publics, politiques et médiatiques","year":2017,"lang":"fr","type":"book-chapter","venue":"Culture & communication. Série médias","topic":"Public Relations and Crisis Communication","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":"Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.2581878552547698,"score_gpt":0.43976077270021563,"score_spread":0.18157291744544585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049435428","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026791805,0.028765615,0.004252891,0.027719708,0.0011811261,0.000036562873,0.000116274496,0.00012784696,0.9110083],"genre_scores_gemma":[0.67595,0.02467188,0.0017883956,0.0025277464,0.0019751193,0.0001766993,0.00015455052,0.0002726971,0.29248306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9967624,0.0017312906,0.00008719339,0.00030004288,0.0008429835,0.00027607734],"domain_scores_gemma":[0.9969926,0.0019210064,0.0003845187,0.00019658465,0.00026469582,0.00024067778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018181889,0.0008159606,0.000444172,0.0023597393,0.007043466,0.011303534,0.00073711906,0.0025477319,0.012819246],"category_scores_gemma":[0.0053178924,0.00037810317,0.0002909584,0.0032796161,0.016822517,0.009046292,0.0035945298,0.005093099,0.0028180948],"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":[0.000034303346,0.000025535612,0.00075505517,0.00024491228,0.000007261668,0.00022983037,0.103922285,0.0001775619,0.00045306445,0.8362209,0.02784877,0.03008046],"study_design_scores_gemma":[0.000006765318,0.000018573754,0.0020404493,0.00052818004,0.000005752295,0.00026614618,0.028651642,0.00013331807,0.00027656832,0.03856972,0.9294844,0.000018581637],"about_ca_topic_score_codex":0.016234849,"about_ca_topic_score_gemma":0.016923646,"teacher_disagreement_score":0.016234849,"about_ca_system_score_codex":0.006760687,"about_ca_system_score_gemma":0.0044974894,"threshold_uncertainty_score":0.049052417},"labels":[],"label_agreement":null},{"id":"W3087975636","doi":"10.22230/cjc.2020v45n3a3585","title":"The Anatomy of a National Crisis: The Canadian Federal Government’s Response to the 2015 Kurdi Refugee Case","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Brock University; Toronto Metropolitan University","funders":"","keywords":"Blame; Immigration; Refugee; Citizenship; Political science; Government (linguistics); Prime minister; Refugee crisis; Politics; Immigration policy; Public administration; Federal election; Political economy; Law; Sociology; Medicine","score_opus":0.03382390787039861,"score_gpt":0.33841303579460413,"score_spread":0.3045891279242055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087975636","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26998064,0.004974293,0.0007458306,0.34533545,0.0019923938,0.00013275347,0.0002758797,0.00007111198,0.37649164],"genre_scores_gemma":[0.9450302,0.0021655185,0.00040691407,0.02338045,0.0001763805,0.000041965537,0.000075082906,0.000052541483,0.028670887],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99152523,0.0016868395,0.000117478434,0.00036184196,0.0013570252,0.004951521],"domain_scores_gemma":[0.994764,0.0009985566,0.00029633768,0.00015668677,0.0014783052,0.0023061829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004211805,0.0005654085,0.00041372763,0.002060296,0.07690259,0.011841883,0.0026899688,0.008709552,0.009748079],"category_scores_gemma":[0.009977709,0.00052942877,0.00051288866,0.0028337287,0.019984307,0.0029792334,0.007963408,0.012667245,0.00075724634],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00009564869,0.000070382324,0.009685985,0.00017190285,0.000032059048,0.016171059,0.51508635,0.00071516365,0.0005527268,0.18202534,0.25274897,0.022644341],"study_design_scores_gemma":[0.000011388446,0.0000135607415,0.008262141,0.00035456943,0.000016656533,0.0013144945,0.6649241,0.00020176783,0.00014797268,0.0040421393,0.3206221,0.0000890821],"about_ca_topic_score_codex":0.9842247,"about_ca_topic_score_gemma":0.9949055,"teacher_disagreement_score":0.8254948,"about_ca_system_score_codex":0.17450516,"about_ca_system_score_gemma":0.1573713,"threshold_uncertainty_score":0.957457},"labels":[],"label_agreement":null},{"id":"W3088270644","doi":"10.22230/cjc.2020v45n3a3573","title":"Assessing Crisis Communication Teamwork Performance during a Terrorist Attack: A Pragma-Dialectic Analysis","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Public Relations and Crisis Communication","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":"University of Ottawa","funders":"","keywords":"Guard (computer science); Crisis communication; Terrorism; Teamwork; Dialectic; Constitution; Crisis management; Political science; Public relations; Law; Computer science; Epistemology","score_opus":0.05140282188062676,"score_gpt":0.33609041617489677,"score_spread":0.28468759429427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088270644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9506131,0.0005346538,0.020372534,0.002093325,0.00005079469,0.0011297149,0.00026033417,0.00004633116,0.024899274],"genre_scores_gemma":[0.98199546,0.00040060034,0.014846972,0.00015804534,0.000015003135,0.0010984183,0.00014583206,0.000017898989,0.0013218079],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98668045,0.0080078645,0.00089624285,0.0008149131,0.0029093374,0.0006911139],"domain_scores_gemma":[0.97921556,0.013290291,0.0024337086,0.00047632004,0.0038063526,0.0007776886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011961887,0.00038427743,0.00045287653,0.008004925,0.0046327845,0.0051663388,0.0012309361,0.00088912854,0.0022657576],"category_scores_gemma":[0.034504775,0.00033756482,0.00048707347,0.0044016233,0.0056324787,0.0034540799,0.0070361905,0.0021678703,0.00036674005],"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":[0.00015163839,0.00026789377,0.06773392,0.0008966978,0.000054219316,0.0005007543,0.8083974,0.0016674445,0.002069632,0.022539267,0.0015631628,0.09415811],"study_design_scores_gemma":[0.000026399939,0.00019810985,0.083182625,0.0007887638,0.00003333626,0.0003962074,0.88712764,0.0036411735,0.0018003419,0.010875405,0.0118524805,0.00007753736],"about_ca_topic_score_codex":0.007037346,"about_ca_topic_score_gemma":0.008398018,"teacher_disagreement_score":0.011961887,"about_ca_system_score_codex":0.0067039267,"about_ca_system_score_gemma":0.009163213,"threshold_uncertainty_score":0.06326127},"labels":[],"label_agreement":null},{"id":"W3088342667","doi":"10.22230/cjc.2020v45n3a3591","title":"Crisis, Communication, and Canadian Hospitals: An Analysis and Evaluation of Risk Preparedness and Crisis Communication Efforts of Ontario Hospitals","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Public Relations and Crisis Communication","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":"McMaster University","funders":"","keywords":"Preparedness; Crisis communication; Crisis management; Crisis response; Public relations; Political science; Risk communication; Perspective (graphical); Face (sociological concept); Business; Sociology; Risk analysis (engineering); Computer science; Social science","score_opus":0.024986886958597358,"score_gpt":0.3052561117806312,"score_spread":0.28026922482203387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088342667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9818091,0.00075416546,0.00016554877,0.0023659836,0.000023880491,0.00029854616,0.000768118,0.000011345174,0.013803404],"genre_scores_gemma":[0.9966022,0.0008007792,0.00028991807,0.00020484468,0.000010790865,0.00009233971,0.00029116578,0.0000063134644,0.0017015755],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9943693,0.0011039277,0.00027677184,0.00022066428,0.0024247614,0.00160448],"domain_scores_gemma":[0.9768759,0.0034541932,0.003877814,0.0003920212,0.011776372,0.0036237836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038636334,0.0004624034,0.00041596475,0.0040563988,0.010684308,0.0031699347,0.0013334322,0.00063271227,0.002462432],"category_scores_gemma":[0.020378131,0.00034594542,0.00042109232,0.007780864,0.00257675,0.0010922108,0.0033777838,0.0007991007,0.00014262783],"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":[0.00061433075,0.00022982787,0.7167951,0.0006942424,0.0001064303,0.0008384991,0.19720523,0.0009387212,0.0007223569,0.0038368623,0.010060694,0.067957655],"study_design_scores_gemma":[0.000024668621,0.00009159424,0.76939815,0.00019639322,0.000043184515,0.00008990045,0.21577151,0.00048203632,0.00013905927,0.00017033804,0.013540702,0.000052376192],"about_ca_topic_score_codex":0.9924142,"about_ca_topic_score_gemma":0.99641824,"teacher_disagreement_score":0.1598471,"about_ca_system_score_codex":0.1598471,"about_ca_system_score_gemma":0.20433725,"threshold_uncertainty_score":0.9744583},"labels":[],"label_agreement":null},{"id":"W3088361332","doi":"10.22230/cjc.2020v45n3a3869","title":"Connecting Crisis Communication Theory and Canadian Communication Research","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Public Relations and Crisis Communication","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":"Brock University","funders":"","keywords":"Crisis communication; Blame; Terrorism; Political science; Government (linguistics); Crisis management; Parliament; Public relations; Crisis response; Politics; Public administration; Sociology; Law; Social psychology; Psychology","score_opus":0.10396079703603758,"score_gpt":0.38256908864052447,"score_spread":0.27860829160448686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088361332","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12240881,0.041837536,0.0038242394,0.3372444,0.002273192,0.00022197544,0.00064093847,0.00010338787,0.49144548],"genre_scores_gemma":[0.9115328,0.030602105,0.0032781553,0.021503337,0.000520166,0.00026808507,0.00034590965,0.00014183098,0.03180757],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9798131,0.006236409,0.0006825906,0.0013967854,0.0072518094,0.0046193483],"domain_scores_gemma":[0.96361536,0.01494526,0.0030399836,0.0011835698,0.01159428,0.0056215595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01410165,0.00092011015,0.0007758988,0.013649664,0.047573645,0.020223299,0.0038428358,0.0038009684,0.013625418],"category_scores_gemma":[0.034784004,0.0007466033,0.0005822908,0.024348602,0.044939246,0.012482861,0.011566012,0.0068524727,0.00053095876],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00006106196,0.00008654785,0.013256064,0.00063570647,0.00003119338,0.0005682497,0.43777582,0.00024743497,0.00012885069,0.39853746,0.08206015,0.06661142],"study_design_scores_gemma":[0.000028530741,0.000031256815,0.024245461,0.00146679,0.000033420936,0.00021176919,0.5839777,0.0003249119,0.00020147121,0.03039546,0.35896844,0.00011477447],"about_ca_topic_score_codex":0.98385334,"about_ca_topic_score_gemma":0.9874276,"teacher_disagreement_score":0.7154114,"about_ca_system_score_codex":0.28458855,"about_ca_system_score_gemma":0.30093405,"threshold_uncertainty_score":0.82977587},"labels":[],"label_agreement":null},{"id":"W3088684293","doi":"","title":"A study on international public relationsstrategy of Korean economy throughanalysis of national economic portalHome-pages of Korea, Canada and U. S.","year":2004,"lang":"en","type":"article","venue":"Gwanggohak yeon-gu/Gwang'gohag yeon'gu","topic":"Public Relations and Crisis Communication","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":"Political science; Economy; Economics","score_opus":0.03571239950634503,"score_gpt":0.3069131965486198,"score_spread":0.2712007970422748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088684293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97856987,0.00025769338,0.00010384544,0.00042001167,0.0000067224714,0.000012982618,0.000118118434,0.0000047080944,0.02050599],"genre_scores_gemma":[0.99710375,0.00017102828,0.00004416273,0.000051057345,0.0000025201023,0.000004664859,0.00009629979,0.0000044976696,0.002522107],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994281,0.00017997665,0.000025513971,0.000046939418,0.00010140112,0.00021806166],"domain_scores_gemma":[0.998064,0.00063977006,0.00046475424,0.00009785467,0.000424346,0.00030931918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082766695,0.00014675333,0.00013459663,0.0014488085,0.0019518436,0.0031463725,0.00028166082,0.0003180047,0.0066577303],"category_scores_gemma":[0.0025284258,0.00010546497,0.00014724041,0.00315768,0.0008030729,0.0030115256,0.0012836019,0.0006253765,0.0003307469],"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":[0.00020297192,0.00038696532,0.64059687,0.00024027363,0.000044463828,0.0010848292,0.24731165,0.00017220188,0.00092691305,0.02554983,0.008462573,0.07502049],"study_design_scores_gemma":[0.000006186229,0.000045685596,0.4785797,0.00009263053,0.000029874638,0.00018049232,0.4953241,0.00032474648,0.0003957401,0.00096245174,0.024045508,0.0000129686305],"about_ca_topic_score_codex":0.029163172,"about_ca_topic_score_gemma":0.07508547,"teacher_disagreement_score":0.9708368,"about_ca_system_score_codex":0.0031037398,"about_ca_system_score_gemma":0.0027225737,"threshold_uncertainty_score":0.057986856},"labels":[],"label_agreement":null},{"id":"W3089219462","doi":"10.5539/ass.v16n10p34","title":"Diplomacy of International Crises Management: Kuwait Foreign Policy as a Model (A Survey Study)","year":2020,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Public Relations and Crisis Communication","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":"Diplomacy; Foreign policy; Negotiation; International relations; Arbitration; Phenomenon; Politics; Political science; Mediation; Promotion (chess); Foreign policy analysis; Conflict management; Crisis management; Political economy; Economics; Law","score_opus":0.07503471443068392,"score_gpt":0.4069552804725683,"score_spread":0.33192056604188436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089219462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99343634,0.00027191025,0.00011085382,0.00057405984,0.0000072545567,0.000028998864,0.000060264716,0.000002596415,0.0055077905],"genre_scores_gemma":[0.997974,0.0006132641,0.000065460954,0.00006599929,0.0000047546505,0.000031565432,0.000060247738,0.0000015337262,0.0011831628],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917644,0.00039852143,0.00004128888,0.00004768706,0.00006436669,0.00027161904],"domain_scores_gemma":[0.9989405,0.00029612135,0.00032529488,0.000036936024,0.00014860141,0.00025247474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012691977,0.0003092457,0.00019152022,0.0019068398,0.0017880184,0.0032022884,0.00039385332,0.0005233066,0.0037249667],"category_scores_gemma":[0.002135219,0.00026399334,0.00020952239,0.0031302702,0.0010518298,0.0031113562,0.0014094166,0.00101758,0.00040372857],"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":[0.00027618106,0.0017307916,0.7132899,0.00031850455,0.00005021052,0.0015842596,0.19073436,0.0016386557,0.0006299048,0.026774114,0.00797288,0.05500031],"study_design_scores_gemma":[0.000019372324,0.00031721653,0.49724436,0.0003218003,0.000034250665,0.00041684048,0.47334474,0.004615654,0.0002010435,0.0013344594,0.022107635,0.000042663178],"about_ca_topic_score_codex":0.047046214,"about_ca_topic_score_gemma":0.032782573,"teacher_disagreement_score":0.047046214,"about_ca_system_score_codex":0.00584731,"about_ca_system_score_gemma":0.0032632526,"threshold_uncertainty_score":0.09354472},"labels":[],"label_agreement":null},{"id":"W3090950362","doi":"10.1111/1468-5973.12311","title":"Using deep learning and social network analysis to understand and manage extreme flooding","year":2020,"lang":"en","type":"article","venue":"Journal of Contingencies and Crisis Management","topic":"Public Relations and Crisis Communication","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":"McGill University","funders":"Environment Canada","keywords":"Leverage (statistics); Computer science; Social media; Flooding (psychology); Artificial intelligence; Machine learning; Data science; Flood myth; Train; Generalization; Social network analysis; Deep learning; World Wide Web; Geography; Cartography","score_opus":0.0786037246207103,"score_gpt":0.3223428986900334,"score_spread":0.2437391740693231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090950362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73542356,0.0006115529,0.24935791,0.0052176244,0.000088421235,0.00014820216,0.0014013987,0.0011507199,0.006600534],"genre_scores_gemma":[0.9743625,0.00013752903,0.023728104,0.000146413,0.000037111047,0.00003452344,0.00054188754,0.000018703598,0.0009932823],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997038,0.0001379824,0.000018012528,0.00005934152,0.0000358875,0.000045007775],"domain_scores_gemma":[0.9985801,0.00087876036,0.00021490337,0.000096344746,0.00015811608,0.00007183562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010289972,0.00063973264,0.0002928137,0.0014354084,0.0003854421,0.0009149135,0.0005190777,0.0006488817,0.0011741627],"category_scores_gemma":[0.0038554294,0.00023511877,0.0003596132,0.00071519054,0.00041552645,0.0018876635,0.00089445966,0.0010262224,0.00033123948],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017893848,0.0005542646,0.097342424,0.00012441522,0.00017801103,0.00023250295,0.0005381151,0.7155913,0.003348868,0.0073304106,0.005190119,0.16939062],"study_design_scores_gemma":[0.0000019387012,0.000011416645,0.0015239108,0.0000061874707,0.0000036474546,0.000004794873,0.000062335115,0.9938067,0.00028313886,0.0039665787,0.00032610033,0.000003241142],"about_ca_topic_score_codex":0.0130586,"about_ca_topic_score_gemma":0.016756797,"teacher_disagreement_score":0.0130586,"about_ca_system_score_codex":0.0010540385,"about_ca_system_score_gemma":0.00072471146,"threshold_uncertainty_score":0.025965214},"labels":[],"label_agreement":null},{"id":"W3091940436","doi":"10.1016/j.indmarman.2020.09.015","title":"Using artificial intelligence to detect crisis related to events: Decision making in B2B by artificial intelligence","year":2020,"lang":"en","type":"article","venue":"Industrial Marketing Management","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":100,"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; McMaster University","funders":"","keywords":"Situation awareness; Big data; Business intelligence; Empirical research; Competitive intelligence; Attribution; Market intelligence; Knowledge management; Situational ethics; Crisis management; Artificial intelligence; Data science; Computer science; Business; Marketing; Management; Economics; Psychology; Data mining","score_opus":0.1577357417369333,"score_gpt":0.38949622800669037,"score_spread":0.23176048626975707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091940436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69391924,0.0026285278,0.17463633,0.01339477,0.0003003329,0.0005500417,0.00034887355,0.0004678416,0.113753974],"genre_scores_gemma":[0.9707267,0.0004122223,0.026781151,0.00032996156,0.00003645971,0.000051160183,0.000091032656,0.000016658376,0.0015545243],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975165,0.0016777205,0.00013039567,0.00018418414,0.00032393337,0.00016719599],"domain_scores_gemma":[0.9934062,0.00506502,0.0005778755,0.00019436446,0.00049060263,0.0002658837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034226698,0.00042199265,0.00034403094,0.0021064468,0.0010470933,0.0049713063,0.00070349395,0.0013942509,0.0037308144],"category_scores_gemma":[0.010434407,0.00025505724,0.00034144783,0.0016303633,0.0012151547,0.0039814473,0.001180169,0.0013536557,0.0004954212],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017686429,0.0020600157,0.09794371,0.0008463669,0.00059783045,0.0010448706,0.005771168,0.118364125,0.009176263,0.111964285,0.021245556,0.6292171],"study_design_scores_gemma":[0.00012450003,0.00033403744,0.02785511,0.0003722372,0.00015213675,0.00014533779,0.00874381,0.77446634,0.0048935143,0.16798693,0.014805908,0.00012013656],"about_ca_topic_score_codex":0.010457514,"about_ca_topic_score_gemma":0.0087657245,"teacher_disagreement_score":0.010457514,"about_ca_system_score_codex":0.0012821998,"about_ca_system_score_gemma":0.0017421584,"threshold_uncertainty_score":0.020793319},"labels":[],"label_agreement":null},{"id":"W3102697169","doi":"10.29173/cais1183","title":"Of Bubbles and Sentiments: Virtual Communities in the Aftermath of Dorian","year":2020,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Public Relations and Crisis Communication","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":"Western University","funders":"","keywords":"Politics; Humanities; Sociology; Geography; Political science; Art; Law","score_opus":0.03617409557809453,"score_gpt":0.27930227141481645,"score_spread":0.24312817583672192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3102697169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908057,0.00019076941,0.0008870671,0.00078424293,0.000033110686,0.000025793812,0.00007796883,0.000018239514,0.0071771974],"genre_scores_gemma":[0.9988091,0.00007749136,0.0002868481,0.00005073988,0.000021342912,0.000016650132,0.000036448306,0.0000058284872,0.0006956507],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992797,0.0003643423,0.00002303642,0.00008334535,0.00013244274,0.00011724582],"domain_scores_gemma":[0.9961133,0.0022491973,0.00086767314,0.00012245812,0.00034270482,0.0003046551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014450069,0.00020955855,0.00021976157,0.0012685439,0.0017912996,0.0025151274,0.0003625225,0.000555078,0.0017701025],"category_scores_gemma":[0.0056896717,0.00015233936,0.00014374549,0.000821499,0.0018158107,0.002428778,0.0023962827,0.0005848706,0.0001472282],"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":[0.0008309175,0.00016229934,0.29366007,0.00053263427,0.00010743549,0.0032543356,0.57930475,0.0011631696,0.012194412,0.018283071,0.004390361,0.08611649],"study_design_scores_gemma":[0.000025388354,0.0002431245,0.4115124,0.00016474097,0.00007427171,0.00062463415,0.5374444,0.0047963876,0.0027201178,0.005850721,0.03646038,0.00008342825],"about_ca_topic_score_codex":0.0053906413,"about_ca_topic_score_gemma":0.0072771762,"teacher_disagreement_score":0.0053906413,"about_ca_system_score_codex":0.0010187383,"about_ca_system_score_gemma":0.0005099455,"threshold_uncertainty_score":0.010718524},"labels":[],"label_agreement":null},{"id":"W3103585884","doi":"10.1108/md-07-2020-0880","title":"Too late to act: when crises become tragic","year":2020,"lang":"en","type":"article","venue":"Management Decision","topic":"Public Relations and Crisis Communication","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":"Université Laval","funders":"","keywords":"Tragedy (event); Metaphor; Value (mathematics); Originality; Set (abstract data type); Greek tragedy; Order (exchange); Control (management); Field (mathematics); Law and economics; Financial crisis; Economics; Sociology; Epistemology; Positive economics; Political science; Law; Management; Computer science; History; Philosophy; Social science; Keynesian economics; Finance","score_opus":0.0683854855188575,"score_gpt":0.34863959863692495,"score_spread":0.28025411311806747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3103585884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71839917,0.011643715,0.010963349,0.11632843,0.0020666434,0.00018571105,0.00027342854,0.00024964972,0.1398898],"genre_scores_gemma":[0.99294657,0.0015283914,0.0008943406,0.002441212,0.00016431167,0.000037962724,0.000044318804,0.000029354125,0.0019135892],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9934988,0.0040730643,0.00027914316,0.000516278,0.0005897227,0.0010430904],"domain_scores_gemma":[0.98194516,0.0075496845,0.0053717857,0.00044014584,0.0019048258,0.0027884196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004725953,0.0005323523,0.00041620835,0.0016539705,0.0056936922,0.012446429,0.0010284822,0.003618612,0.007847631],"category_scores_gemma":[0.03331072,0.00039372512,0.0002701315,0.0011548185,0.0073757996,0.009421209,0.005751855,0.004588642,0.0008877525],"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":[0.0009170789,0.00033088,0.07850408,0.0014427291,0.00014789758,0.005896816,0.56924194,0.0015027183,0.0031450794,0.15173064,0.048626937,0.13851322],"study_design_scores_gemma":[0.000027046197,0.00014975702,0.031034868,0.0013482941,0.000052471383,0.0012560821,0.8199626,0.0014393232,0.0006797037,0.06453804,0.07938551,0.00012628786],"about_ca_topic_score_codex":0.0029983786,"about_ca_topic_score_gemma":0.0044884253,"teacher_disagreement_score":0.012446429,"about_ca_system_score_codex":0.0042581595,"about_ca_system_score_gemma":0.004497425,"threshold_uncertainty_score":0.030895233},"labels":[],"label_agreement":null},{"id":"W3109160086","doi":"10.31542/cb.v2i1.1992","title":"Confidence in the Government","year":2020,"lang":"en","type":"article","venue":"Crossing Borders Student Reflections on Global Social Issues","topic":"Public Relations and Crisis Communication","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":"MacEwan University","funders":"","keywords":"Theme (computing); Government (linguistics); Politics; Sample (material); Coronavirus disease 2019 (COVID-19); Psychology; Public opinion; Public speaking; Political science; Public relations; Social psychology; Law; Medicine; Computer science; World Wide Web; Philosophy; Linguistics","score_opus":0.08070215532689218,"score_gpt":0.49111400517364645,"score_spread":0.4104118498467543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109160086","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91015613,0.00048456105,0.0010549182,0.008427556,0.00024120767,0.00003662481,0.00016667433,0.00004422723,0.079388104],"genre_scores_gemma":[0.9965634,0.00014149302,0.00009242554,0.0005369827,0.000034261204,0.000010785631,0.000046744874,0.000012813972,0.002561199],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937518,0.002530186,0.00034926308,0.00045966564,0.0020613677,0.0008477063],"domain_scores_gemma":[0.9705621,0.012323992,0.006360392,0.0017722863,0.0058055245,0.0031757695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048192656,0.00019722206,0.00032084624,0.0011737221,0.0023645598,0.006082588,0.00065537455,0.0014081274,0.006997673],"category_scores_gemma":[0.03546273,0.0002066324,0.00029704202,0.00082004414,0.002736121,0.0028307578,0.003079122,0.004053277,0.0011466084],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056533975,0.00050949503,0.27664715,0.00066923694,0.00019670097,0.0014943929,0.5145157,0.00060118356,0.0046815802,0.038512073,0.031204235,0.13040292],"study_design_scores_gemma":[0.000040663,0.0005071605,0.30807576,0.000539489,0.00007450893,0.00091205706,0.4930229,0.0009922887,0.0016812357,0.007341291,0.18665692,0.00015563953],"about_ca_topic_score_codex":0.0039474797,"about_ca_topic_score_gemma":0.002609163,"teacher_disagreement_score":0.006997673,"about_ca_system_score_codex":0.0024506385,"about_ca_system_score_gemma":0.0014902459,"threshold_uncertainty_score":0.025487006},"labels":[],"label_agreement":null},{"id":"W3109392958","doi":"10.1016/j.jclinane.2020.110145","title":"The rise and fall of the COVID-19 aerosol box through the lens of Twitter","year":2020,"lang":"en","type":"letter","venue":"Journal of Clinical Anesthesia","topic":"Public Relations and Crisis Communication","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 Toronto; Hospital for Sick Children","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Lens (geology); Aerosol; Anesthesia; Pandemic; Ophthalmology; Virology; Meteorology; Internal medicine; Optics","score_opus":0.15245829958717094,"score_gpt":0.41689350334141795,"score_spread":0.264435203754247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109392958","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00092539156,0.00035132363,0.00005655632,0.98536426,0.0039275466,0.0000058140445,0.00003437158,0.000015385533,0.009319427],"genre_scores_gemma":[0.026059974,0.0007827235,0.00017731279,0.9293695,0.016832871,0.000049851365,0.00002929884,0.00009652748,0.026601998],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99317026,0.002633931,0.00034238774,0.0004947998,0.0020213895,0.0013372845],"domain_scores_gemma":[0.96384645,0.020762581,0.0028417893,0.00084367424,0.0032753681,0.008430184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0068202107,0.0005075969,0.00057131925,0.0011945394,0.014572879,0.012807672,0.0013821266,0.05288329,0.02871221],"category_scores_gemma":[0.054098893,0.00064023427,0.0007628553,0.0010132804,0.0077754618,0.013811379,0.0054210396,0.042476624,0.008936184],"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":[0.000048086284,0.00002563252,0.0012096786,0.00003257503,0.000007278946,0.0011323559,0.0031684227,0.000029268038,0.0001875359,0.021184212,0.965125,0.007849949],"study_design_scores_gemma":[0.000030402687,0.0000346829,0.001595342,0.00023934238,0.000009266683,0.0005278789,0.009295114,0.0003009499,0.00015892528,0.011163186,0.976586,0.000058963913],"about_ca_topic_score_codex":0.018779447,"about_ca_topic_score_gemma":0.029444927,"teacher_disagreement_score":0.05288329,"about_ca_system_score_codex":0.0065654777,"about_ca_system_score_gemma":0.00989576,"threshold_uncertainty_score":0.09605193},"labels":[],"label_agreement":null},{"id":"W3115918106","doi":"10.5539/jpl.v14n2p56","title":"An Analysis of Common Security and Defence Policy’s (CSDP) Strategic Communication (StratCom)","year":2020,"lang":"en","type":"article","venue":"Journal of Politics and Law","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Strategic communication; Public relations; Public diplomacy; Politics; Social media; Public administration; Diplomacy; Political science; Service (business); Sociology; Business; Law; Marketing","score_opus":0.044226485702845784,"score_gpt":0.3629054898427944,"score_spread":0.31867900413994865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115918106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86682844,0.0005364613,0.0047580265,0.005499816,0.00011485383,0.00016530043,0.00044469687,0.00004666427,0.121605806],"genre_scores_gemma":[0.9928883,0.0003316009,0.0012492544,0.00030085308,0.000021496047,0.000104478364,0.00021918901,0.00002698063,0.0048579103],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9925592,0.00456765,0.0002777964,0.00034197987,0.0014713085,0.00078203157],"domain_scores_gemma":[0.97892296,0.014668461,0.0021866355,0.0008186124,0.002557353,0.0008459579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005809325,0.0002625976,0.0001601034,0.0033378555,0.0040745568,0.006461212,0.00062079285,0.0013023695,0.0033262703],"category_scores_gemma":[0.019846795,0.00023194547,0.0001772119,0.005889863,0.0045517366,0.0054803193,0.0039117825,0.0017355493,0.0005143713],"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":[0.0000837581,0.000046752997,0.019894514,0.00042249198,0.000013805972,0.0020692938,0.7727368,0.00046315428,0.001599944,0.1364228,0.0082027195,0.058044057],"study_design_scores_gemma":[0.000004053436,0.000054801767,0.032308172,0.00038508835,0.000008713822,0.00047387803,0.81334674,0.00083215313,0.0008743065,0.0067631053,0.14492285,0.000026085174],"about_ca_topic_score_codex":0.009958463,"about_ca_topic_score_gemma":0.008512345,"teacher_disagreement_score":0.009958463,"about_ca_system_score_codex":0.0072675375,"about_ca_system_score_gemma":0.0064581637,"threshold_uncertainty_score":0.052729905},"labels":[],"label_agreement":null},{"id":"W3115992165","doi":"","title":"10 Tips for managing stress as a social media communicator","year":2021,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","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":"Professional communication; Public relations; Social media; Field (mathematics); Stress (linguistics); Psychology; Engineering ethics; Sociology; Engineering; Political science; Computer science; World Wide Web","score_opus":0.06064786617231461,"score_gpt":0.4064927450067461,"score_spread":0.3458448788344315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115992165","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022511775,0.09933634,0.06252069,0.5777997,0.038661003,0.0016938841,0.0004082907,0.0059995134,0.19106895],"genre_scores_gemma":[0.14199555,0.19655626,0.2623798,0.16245358,0.035705846,0.004618344,0.00092557876,0.001680028,0.19368513],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99205935,0.004688543,0.00045850305,0.0003151525,0.001817376,0.0006610578],"domain_scores_gemma":[0.9836844,0.008797962,0.0009591718,0.0005478307,0.0028183185,0.0031921698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063694706,0.0017873691,0.00072595367,0.0024282432,0.0040051863,0.0044995737,0.0017990564,0.005785093,0.01727984],"category_scores_gemma":[0.021802425,0.00060822285,0.0009738726,0.00079980725,0.002564097,0.008769703,0.00600659,0.007065223,0.010458141],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000112468086,0.0006193244,0.0015898757,0.0017729446,0.000041941646,0.0011948246,0.009212448,0.00027233205,0.0019497304,0.0048124166,0.38290787,0.59551394],"study_design_scores_gemma":[0.0000827079,0.0006689955,0.0033576037,0.0067161038,0.00007398046,0.0055883476,0.02315106,0.0004485411,0.0013237195,0.018858785,0.93954456,0.00018562096],"about_ca_topic_score_codex":0.0007273895,"about_ca_topic_score_gemma":0.0031838454,"teacher_disagreement_score":0.01727984,"about_ca_system_score_codex":0.0009690399,"about_ca_system_score_gemma":0.00318043,"threshold_uncertainty_score":0.05780679},"labels":[],"label_agreement":null},{"id":"W3117567472","doi":"","title":"The pandemic has demonstrated the core value of communications management","year":2020,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","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":"Acknowledgement; Pandemic; Public relations; Context (archaeology); Value (mathematics); Coronavirus disease 2019 (COVID-19); Political science; Professional communication; Communications management; Sociology; Management; Business; Computer science; Medicine; Marketing; Computer security; Economics; History","score_opus":0.16163928729829002,"score_gpt":0.4076562008516919,"score_spread":0.24601691355340188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117567472","genre_codex":"editorial","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024527826,0.020306803,0.00044082353,0.35311922,0.6206986,0.000009774279,0.000012553774,0.000039070535,0.005127927],"genre_scores_gemma":[0.0058839163,0.025868623,0.00053707534,0.06781913,0.8917436,0.00001402981,0.000018369867,0.00008823618,0.008027066],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98782176,0.0028870248,0.0010007037,0.00084469933,0.0068131452,0.0006326702],"domain_scores_gemma":[0.92752844,0.043727376,0.0030057076,0.0012838185,0.01818182,0.006272847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008662783,0.0009964677,0.0009952788,0.0027927228,0.006583444,0.016099295,0.002284423,0.010353513,0.0055214046],"category_scores_gemma":[0.046563827,0.0004792968,0.0007715038,0.0016284612,0.0076221516,0.008460742,0.0031435397,0.022697726,0.0022732064],"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":[0.000016010737,0.000009064606,0.0001114134,0.00030522922,0.00000998559,0.00011238343,0.0005342134,0.000034012526,0.00012075094,0.006568209,0.96843183,0.02374697],"study_design_scores_gemma":[0.0000059228555,0.000023882563,0.0004130557,0.0004891513,0.000012694026,0.00028129524,0.00079272775,0.00011803659,0.00015070266,0.0036997113,0.993985,0.000027803275],"about_ca_topic_score_codex":0.0036218644,"about_ca_topic_score_gemma":0.009651517,"teacher_disagreement_score":0.016099295,"about_ca_system_score_codex":0.003904243,"about_ca_system_score_gemma":0.007684604,"threshold_uncertainty_score":0.04581368},"labels":[],"label_agreement":null},{"id":"W311972626","doi":"","title":"Deadline Reporting: Terrorism on September 11.","year":2003,"lang":"en","type":"article","venue":"Academic exchange quarterly","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Feeling; Journalism; Class (philosophy); Tragedy (event); Psychology; Media studies; Sister; Law; History; Sociology; Social psychology; Political science; Computer science","score_opus":0.07430502566735787,"score_gpt":0.38383479380903923,"score_spread":0.30952976814168137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W311972626","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034416296,0.006375494,0.0019220521,0.089048296,0.15260127,0.0024102947,0.037602615,0.0045752577,0.67104846],"genre_scores_gemma":[0.090936236,0.0025923424,0.0012740992,0.018452467,0.018884107,0.0005687058,0.018696997,0.0009364385,0.84765863],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983524,0.0001769538,0.000115945484,0.00014645341,0.0007791375,0.0004291037],"domain_scores_gemma":[0.9951001,0.00044984158,0.0006165287,0.00028319494,0.0018332341,0.0017171621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024999958,0.0008284963,0.00037686274,0.0016674513,0.0042997105,0.004061563,0.0010668504,0.0026550146,0.13229714],"category_scores_gemma":[0.010304074,0.00032002723,0.00040900425,0.00085359823,0.00039977825,0.0012260467,0.0031019845,0.0039726775,0.043220412],"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":[0.00015926811,0.00004816303,0.0015802294,0.000116119016,0.000003842183,0.00061738165,0.0003786938,0.000037368158,0.0003248936,0.00080502016,0.9812113,0.014717593],"study_design_scores_gemma":[0.000024676066,0.000078469,0.009394713,0.00022125548,0.0000028398251,0.00017144992,0.00093707227,0.000097974254,0.00025474414,0.00025938632,0.98854256,0.000014861355],"about_ca_topic_score_codex":0.015886318,"about_ca_topic_score_gemma":0.030045578,"teacher_disagreement_score":0.13229714,"about_ca_system_score_codex":0.0019293387,"about_ca_system_score_gemma":0.0022489992,"threshold_uncertainty_score":0.44257802},"labels":[],"label_agreement":null},{"id":"W3120278934","doi":"10.4000/communiquer.7618","title":"Là, tout de suite ? La gestion de crise à l’ère de l’instantanéité médiatique","year":2020,"lang":"fr","type":"article","venue":"Communiquer Revue de communication sociale et publique","topic":"Public Relations and Crisis Communication","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; Humanities; Art","score_opus":0.04795970629873682,"score_gpt":0.33818063175573376,"score_spread":0.29022092545699696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120278934","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05895071,0.010898518,0.0448648,0.11696918,0.0019475811,0.00010505775,0.00018416646,0.00021861927,0.76586133],"genre_scores_gemma":[0.82925326,0.0069238213,0.0118489,0.0043935315,0.00054826617,0.0002037323,0.00007628088,0.0001988171,0.14655344],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.995276,0.0026446723,0.000091059155,0.00046732463,0.0010368272,0.00048412353],"domain_scores_gemma":[0.9960265,0.0018334016,0.00038407065,0.0004863793,0.00085271866,0.00041683877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00439901,0.00064532785,0.00039123252,0.0013188971,0.0063908454,0.01564116,0.0011165554,0.0031101317,0.011394283],"category_scores_gemma":[0.008705037,0.00030234724,0.0004786377,0.0014597741,0.021607116,0.010703382,0.0051577073,0.0041453578,0.0017271922],"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":[0.000030279158,0.000013304476,0.0010731629,0.00016503008,0.000014409802,0.00019514983,0.0661209,0.00026245406,0.0011167161,0.89924663,0.008659713,0.023102326],"study_design_scores_gemma":[0.00001543557,0.00004881129,0.0037906594,0.0006753328,0.000026828178,0.00036534944,0.10524643,0.0007856877,0.0016064174,0.1142797,0.773084,0.00007530265],"about_ca_topic_score_codex":0.0955265,"about_ca_topic_score_gemma":0.11491395,"teacher_disagreement_score":0.0955265,"about_ca_system_score_codex":0.011181278,"about_ca_system_score_gemma":0.009596368,"threshold_uncertainty_score":0.18994099},"labels":[],"label_agreement":null},{"id":"W3123590908","doi":"10.2139/ssrn.2997357","title":"Inside the 'Black Box' of Private In-House Meetings","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Public Relations and Crisis Communication","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":"Ontario Tech University","funders":"","keywords":"Box office; Art; Advertising; Business","score_opus":0.01759943680857487,"score_gpt":0.3125871248510654,"score_spread":0.29498768804249054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123590908","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07711827,0.0016073483,0.047266938,0.076786466,0.006949369,0.00034389895,0.000943256,0.004433318,0.7845512],"genre_scores_gemma":[0.75395477,0.0007756724,0.013650832,0.010865275,0.0035691853,0.00041260247,0.00039823653,0.0019603402,0.214413],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9909037,0.0058190245,0.00013615961,0.0009478231,0.0010050994,0.0011881683],"domain_scores_gemma":[0.9754571,0.011051505,0.0016498601,0.0046989974,0.0013555277,0.0057871123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061530033,0.00077913137,0.00071258657,0.00096780446,0.007633933,0.011480322,0.0017857832,0.0032971324,0.15559782],"category_scores_gemma":[0.023690375,0.0010416529,0.00044031488,0.0010383318,0.006643378,0.013926528,0.00770543,0.005604825,0.03765325],"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":[0.0012863115,0.0007608733,0.007233709,0.00047757215,0.00013308908,0.0008510315,0.041978803,0.0013382563,0.0040775915,0.20163062,0.5866902,0.1535419],"study_design_scores_gemma":[0.0001460759,0.00024911176,0.0077466685,0.00054719456,0.000035887642,0.0003019892,0.025769817,0.001728578,0.0012023813,0.09053618,0.8715848,0.00015126764],"about_ca_topic_score_codex":0.0030455873,"about_ca_topic_score_gemma":0.0042200643,"teacher_disagreement_score":0.15559782,"about_ca_system_score_codex":0.0018877832,"about_ca_system_score_gemma":0.0028050523,"threshold_uncertainty_score":0.5205265},"labels":[],"label_agreement":null},{"id":"W3125912227","doi":"10.15173/mjc.v12i1.2374","title":"Internal communications and goal achievement: The CEO’s perspective","year":2020,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Internal communications; Group cohesiveness; Public relations; Reputation; Loyalty; Business; Excellence; Function (biology); Perspective (graphical); Management; Marketing; Psychology; Political science; Computer science; Social psychology","score_opus":0.0491465020976984,"score_gpt":0.3350571816290172,"score_spread":0.2859106795313188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125912227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46481472,0.0063038515,0.013677244,0.09348431,0.0006498498,0.000039891314,0.000058477166,0.000081981656,0.4208897],"genre_scores_gemma":[0.99430496,0.00078023743,0.00055731396,0.0010786533,0.00014314303,0.000005785947,0.000008311034,0.000007631771,0.0031139455],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.998254,0.0009626622,0.000040715393,0.00007333476,0.00033149126,0.00033777676],"domain_scores_gemma":[0.9957884,0.0016174179,0.0005727017,0.000083151564,0.0007782289,0.001160135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001839137,0.00028906687,0.00015314097,0.0012970207,0.0016525546,0.004960357,0.00029489133,0.0012721198,0.0018561746],"category_scores_gemma":[0.0038850873,0.00011145205,0.00013287521,0.00052667357,0.0045668767,0.0020891211,0.0016948687,0.0018579749,0.00021622922],"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":[0.00012092123,0.00041062725,0.06508804,0.00033789777,0.000045597408,0.0022632494,0.083237775,0.0012551384,0.0026345248,0.7517815,0.019499643,0.073325045],"study_design_scores_gemma":[0.00012199697,0.00093657174,0.11824958,0.0012088504,0.00010536462,0.00406999,0.2885023,0.006518809,0.0038471357,0.24193668,0.33433235,0.00017030144],"about_ca_topic_score_codex":0.0031393378,"about_ca_topic_score_gemma":0.0028958733,"teacher_disagreement_score":0.004960357,"about_ca_system_score_codex":0.0020105306,"about_ca_system_score_gemma":0.0031491572,"threshold_uncertainty_score":0.014587462},"labels":[],"label_agreement":null},{"id":"W3128355614","doi":"10.15173/mjc.v12i1.2382","title":"Examining the role of and value placed on trusted advisors as viewed by the Chief Executive Officer: A case study on the trusted advisor","year":2020,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Officer; Value (mathematics); Chief executive officer; Public relations; Direct Anonymous Attestation; Perspective (graphical); Trusted Computing; Management; Psychology; Business; Political science; Computer security; Computer science; Law","score_opus":0.05002684063352258,"score_gpt":0.3115874926781894,"score_spread":0.26156065204466683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128355614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886557,0.00032485684,0.00045712743,0.0019116364,0.000031841028,0.000030523253,0.000012090875,0.000004896438,0.008571385],"genre_scores_gemma":[0.9949964,0.0005247301,0.00050638814,0.0003560596,0.000029052133,0.000018537945,0.00000901278,0.0000060925972,0.003553808],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9927529,0.005342438,0.00014371588,0.00018835616,0.00065906474,0.0009136003],"domain_scores_gemma":[0.98436004,0.011655483,0.001519342,0.00028119705,0.00083310687,0.0013507901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00570034,0.00030779294,0.0003409419,0.0012306758,0.013153555,0.0049260366,0.0012785997,0.002161278,0.0030251963],"category_scores_gemma":[0.012563694,0.00029479378,0.00022132584,0.001216888,0.0060660834,0.0032107164,0.003326871,0.002819356,0.00036403074],"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":[0.000051150255,0.00015363886,0.014854891,0.00014174002,0.0000056306744,0.017240616,0.94681984,0.00010077295,0.0015876454,0.0056368457,0.0017723029,0.011635013],"study_design_scores_gemma":[0.000004806726,0.00008550129,0.006529244,0.00010957767,0.00000594396,0.0017524738,0.978512,0.00016905088,0.0005653549,0.00029934008,0.011953723,0.0000130345115],"about_ca_topic_score_codex":0.018236725,"about_ca_topic_score_gemma":0.056328233,"teacher_disagreement_score":0.018236725,"about_ca_system_score_codex":0.005687166,"about_ca_system_score_gemma":0.004085589,"threshold_uncertainty_score":0.04126346},"labels":[],"label_agreement":null},{"id":"W3131546688","doi":"10.17645/up.v6i1.3720","title":"Urban Planning Academics: Tweets and Citations","year":2021,"lang":"en","type":"article","venue":"Urban Planning","topic":"Public Relations and Crisis Communication","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":"Social media; Scholarship; Citation; Productivity; Microblogging; Scholarly communication; Sociology; Altmetrics; Convergence (economics); Public relations; Data science; Political science; Library science; World Wide Web; Computer science; Publishing","score_opus":0.06933180161254827,"score_gpt":0.35832670862295074,"score_spread":0.2889949070104025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131546688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.918573,0.00265004,0.0005650996,0.00970888,0.00023043595,0.000051128714,0.011559384,0.00010131107,0.056560908],"genre_scores_gemma":[0.9883796,0.0019937775,0.00038054815,0.00027653933,0.0003513234,0.000030261097,0.0022472446,0.000032747175,0.0063079894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985071,0.00023284917,0.00010317465,0.00009718425,0.0008075979,0.00025208737],"domain_scores_gemma":[0.9804221,0.008845834,0.0053620776,0.000323971,0.0036236786,0.0014222123],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0010140052,0.00018724082,0.00031397902,0.0074873213,0.0018555181,0.004660236,0.00046138896,0.000601303,0.0063284724],"category_scores_gemma":[0.019903608,0.000117073076,0.00019524735,0.022451563,0.0008830993,0.00201256,0.0015904951,0.00075946935,0.0011533672],"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":[0.00014763064,0.000086356435,0.8819315,0.00036651766,0.000107573636,0.00046059073,0.020100268,0.0006304,0.00038462222,0.005112826,0.023529353,0.067142285],"study_design_scores_gemma":[0.000008759227,0.00003402617,0.88873935,0.0002452603,0.00006600626,0.00022049747,0.04782267,0.0011608297,0.000572358,0.0022804986,0.05879179,0.000058029695],"about_ca_topic_score_codex":0.17839664,"about_ca_topic_score_gemma":0.2701142,"teacher_disagreement_score":0.998986,"about_ca_system_score_codex":0.003957585,"about_ca_system_score_gemma":0.0035771008,"threshold_uncertainty_score":0.35471654},"labels":[],"label_agreement":null},{"id":"W3134173460","doi":"10.15173/mjc.v12i2.2528","title":"Editorial: Avoiding unconscious bias in media consumption","year":2020,"lang":"en","type":"editorial","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","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":"McMaster University","funders":"","keywords":"Acknowledgement; Unconscious mind; Media bias; Coronavirus disease 2019 (COVID-19); Psychology; Sociology; Political science; Public relations; Computer science; Computer security; Law; Psychoanalysis; Medicine","score_opus":0.06885469266197466,"score_gpt":0.3472915843039314,"score_spread":0.27843689164195673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134173460","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000057474695,0.0014544122,0.00007837129,0.037598364,0.95915824,0.000017029783,0.00002250705,0.000030262989,0.0015834306],"genre_scores_gemma":[0.00107627,0.0020254282,0.0001418898,0.017087314,0.9724047,0.000020900561,0.000017188006,0.000031369986,0.007194899],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98982364,0.0023140004,0.001012556,0.000890402,0.0054320134,0.00052737695],"domain_scores_gemma":[0.95613265,0.019875735,0.0016205201,0.00092900055,0.018192738,0.0032492634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009534948,0.0030814824,0.0021092773,0.0034422087,0.0059484406,0.00964444,0.0034702634,0.016680604,0.009410456],"category_scores_gemma":[0.048243318,0.00079186534,0.0016729118,0.0015357842,0.0044152667,0.005654745,0.001829676,0.014440033,0.0069217146],"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":[0.000018849976,0.000009155775,0.000022782386,0.00012238577,0.0000065678064,0.00008736514,0.00005236669,0.000012619494,0.000039208495,0.00040577698,0.996241,0.0029819293],"study_design_scores_gemma":[0.000050379072,0.000033927096,0.00032977373,0.0007557798,0.00004065482,0.0002676563,0.0003086269,0.0001858657,0.00020778406,0.0019145855,0.9958758,0.000029103998],"about_ca_topic_score_codex":0.0021025864,"about_ca_topic_score_gemma":0.0050641173,"teacher_disagreement_score":0.016680604,"about_ca_system_score_codex":0.00364479,"about_ca_system_score_gemma":0.006118694,"threshold_uncertainty_score":0.050426185},"labels":[],"label_agreement":null},{"id":"W3134332734","doi":"10.2196/24883","title":"Examining Tweet Content and Engagement of Canadian Public Health Agencies and Decision Makers During COVID-19: Mixed Methods Analysis","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; Public Health Ontario; University of Toronto; McMaster University","funders":"","keywords":"Public health; Health communication; Social media; Public engagement; Agency (philosophy); Public relations; Outreach; Social media analytics; Health promotion; Environmental health; Medicine; Political science; Sociology; Nursing","score_opus":0.5160633803714609,"score_gpt":0.555609387059513,"score_spread":0.03954600668805208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134332734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87222743,0.0041580717,0.013888182,0.0023570596,0.0003056713,0.013358154,0.081995666,0.00026035125,0.011449379],"genre_scores_gemma":[0.9104095,0.0017554207,0.02490311,0.0017147342,0.00014458368,0.02997476,0.025255756,0.00014297297,0.0056991745],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9838395,0.0045009223,0.0016935819,0.0023304028,0.0056462833,0.0019894496],"domain_scores_gemma":[0.9428697,0.026124155,0.0071769627,0.003094236,0.019504793,0.001230088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017054979,0.00097659,0.0014148767,0.0074558994,0.005088257,0.0036261776,0.002939412,0.0014043294,0.003965953],"category_scores_gemma":[0.074594475,0.00085393374,0.0020672115,0.013989854,0.0014902799,0.0015723379,0.0027464894,0.0015365601,0.00054019154],"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":[0.0018051711,0.00063743495,0.7799943,0.00625699,0.0024020139,0.00047482675,0.06293262,0.0012332445,0.0015811824,0.0028849014,0.025239002,0.1145583],"study_design_scores_gemma":[0.00021296534,0.0004211485,0.90247226,0.0016409686,0.0013167978,0.00011137157,0.048381463,0.0065678633,0.0015155688,0.0013868224,0.035652842,0.00031981134],"about_ca_topic_score_codex":0.83436465,"about_ca_topic_score_gemma":0.84546506,"teacher_disagreement_score":0.16563535,"about_ca_system_score_codex":0.02044778,"about_ca_system_score_gemma":0.033846825,"threshold_uncertainty_score":0.33322155},"labels":[],"label_agreement":null},{"id":"W3155130692","doi":"10.5931/djim.v16i1.10882","title":"Public Perceptions of the Canadian Government’s Initial Response to Coronavirus: A Canadian Broadcasting Company Content Analysis","year":2021,"lang":"en","type":"article","venue":"Dalhousie Journal of Interdisciplinary Management","topic":"Public Relations and Crisis Communication","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":"Dalhousie University","funders":"","keywords":"Government (linguistics); Broadcasting (networking); Content analysis; Coronavirus disease 2019 (COVID-19); Public relations; Business; Political science; Outbreak; Perception; Public administration; Sociology; Psychology; Medicine; Social science","score_opus":0.10448075625204477,"score_gpt":0.3605197519403738,"score_spread":0.256038995688329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155130692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9786952,0.0006256427,0.00014204068,0.002774309,0.000038536917,0.00014676322,0.0012585492,0.000015208156,0.01630379],"genre_scores_gemma":[0.9947338,0.0012757531,0.00040508143,0.00038952677,0.00004310519,0.00012416077,0.00080196065,0.000017717382,0.0022088573],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99465805,0.0008272548,0.0003618345,0.0002572654,0.0032808234,0.00061475416],"domain_scores_gemma":[0.9391571,0.02437231,0.0068658115,0.0006393028,0.026598595,0.0023668015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006763918,0.0003083407,0.00033534982,0.010866074,0.0058767213,0.0067543145,0.00086821546,0.0006809157,0.0020941913],"category_scores_gemma":[0.039973833,0.00026369325,0.00030381163,0.013628001,0.003093047,0.0018395827,0.0019541336,0.0010517793,0.00016303851],"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":[0.0003374694,0.00017586157,0.29689693,0.0012707923,0.0001172501,0.0009754776,0.6253775,0.00034301842,0.0028817097,0.003007046,0.01279202,0.055824995],"study_design_scores_gemma":[0.000016633065,0.00007047629,0.51831794,0.0005515226,0.0000979726,0.0001079259,0.4467083,0.0005546235,0.0005109611,0.00018640172,0.032805603,0.00007169128],"about_ca_topic_score_codex":0.89539754,"about_ca_topic_score_gemma":0.913452,"teacher_disagreement_score":0.95307326,"about_ca_system_score_codex":0.04692672,"about_ca_system_score_gemma":0.05128634,"threshold_uncertainty_score":0.34047878},"labels":[],"label_agreement":null},{"id":"W3156033828","doi":"10.1016/j.healthplace.2021.102568","title":"Has public health messaging during the COVID-19 pandemic reflected local risks to health?: A content analysis of tweeting practices across Canadian geographies","year":2021,"lang":"en","type":"article","venue":"Health & Place","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto; University of Waterloo; McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Public health; Pandemic; Health communication; Public relations; Context (archaeology); Social media; Health promotion; Dissemination; Political science; Environmental health; Coronavirus disease 2019 (COVID-19); Geography; Medicine; Nursing; Disease; Infectious disease (medical specialty)","score_opus":0.41175903539165715,"score_gpt":0.5024003639096142,"score_spread":0.09064132851795703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156033828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98170656,0.0006073935,0.00068830216,0.0033496672,0.00008556146,0.00013614287,0.0037652003,0.000044178978,0.009616898],"genre_scores_gemma":[0.99313533,0.00097058766,0.00086758245,0.0006403036,0.000043013435,0.00016893428,0.001405912,0.000069450725,0.0026989456],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99731207,0.0007214224,0.00019583166,0.00027453437,0.000831701,0.0006644534],"domain_scores_gemma":[0.97065854,0.015417472,0.004302545,0.00085395254,0.007477569,0.0012898972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00413791,0.0003272166,0.0004130451,0.006562536,0.0055996315,0.005481039,0.001326405,0.0011765945,0.0028458366],"category_scores_gemma":[0.03556142,0.00037236622,0.00032576302,0.015108354,0.0025819894,0.0029186194,0.0033481377,0.0015973297,0.00034207714],"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":[0.00019884147,0.00003687431,0.16429351,0.0005584848,0.00006818178,0.00028801145,0.78542715,0.00018778593,0.0016283345,0.0019992427,0.0077389013,0.03757462],"study_design_scores_gemma":[0.000008532407,0.000034831595,0.36184835,0.00043234942,0.00007448371,0.00007020665,0.60530823,0.000616784,0.0003995451,0.00027575,0.030844517,0.000086327665],"about_ca_topic_score_codex":0.9278053,"about_ca_topic_score_gemma":0.94021904,"teacher_disagreement_score":0.072194695,"about_ca_system_score_codex":0.019463152,"about_ca_system_score_gemma":0.032283038,"threshold_uncertainty_score":0.14523965},"labels":[],"label_agreement":null},{"id":"W3156105838","doi":"10.1136/bmjopen-2020-041818","title":"How do Canadian public health agencies respond to the COVID-19 emergency using social media: a protocol for a case study using content and sentiment analysis","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Social media; Medicine; Public health; Misinformation; Public relations; Content analysis; Context (archaeology); Agency (philosophy); Political science; Sociology; Nursing","score_opus":0.6712337488819905,"score_gpt":0.5740307389580861,"score_spread":0.0972030099239044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156105838","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009299794,0.00038778735,0.011280995,0.0037032212,0.00067590724,0.957956,0.004502891,0.00012893273,0.012064464],"genre_scores_gemma":[0.006866547,0.000429941,0.017259737,0.0010399915,0.000064858716,0.9705856,0.0005535931,0.000022315608,0.0031774885],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.97446954,0.014706199,0.002669653,0.0020067997,0.0037568929,0.0023909034],"domain_scores_gemma":[0.9565857,0.01104529,0.0022436143,0.004103306,0.023092246,0.002929904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.045123663,0.0018222955,0.0015066736,0.003032188,0.013678235,0.0060917763,0.00442569,0.0060045775,0.039201394],"category_scores_gemma":[0.060765047,0.002094798,0.0031311945,0.0030971384,0.005870504,0.0042942306,0.0046351245,0.0074081593,0.0074640024],"study_design_candidate":"qualitative","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":[0.0070723947,0.009910925,0.011084128,0.028407224,0.00026271222,0.008481971,0.24533814,0.005646241,0.008767573,0.060535196,0.3369098,0.27758375],"study_design_scores_gemma":[0.0045598913,0.0025938773,0.011995247,0.016756501,0.00019383908,0.0005299468,0.105152965,0.0024964467,0.0044520535,0.013923651,0.8367783,0.00056723953],"about_ca_topic_score_codex":0.187578,"about_ca_topic_score_gemma":0.3574063,"teacher_disagreement_score":0.9678443,"about_ca_system_score_codex":0.032155678,"about_ca_system_score_gemma":0.09266191,"threshold_uncertainty_score":0.3729723},"labels":[],"label_agreement":null},{"id":"W3156658917","doi":"10.2196/26720","title":"Texas Public Agencies’ Tweets and Public Engagement During the COVID-19 Pandemic: Natural Language Processing Approach","year":2021,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":31,"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 health; Pandemic; Social media; Action (physics); Public relations; Dissemination; Public engagement; Information Dissemination; Community engagement; Political science; Environmental health; Internet privacy; Coronavirus disease 2019 (COVID-19); Medicine; Disease; World Wide Web; Computer science; Infectious disease (medical specialty); Nursing","score_opus":0.10126627996403272,"score_gpt":0.3822100825595693,"score_spread":0.2809438025955366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156658917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9460022,0.00035968478,0.025049025,0.0037491743,0.000102273545,0.00067565526,0.01812562,0.00044812422,0.0054882714],"genre_scores_gemma":[0.95706123,0.00018989411,0.02958197,0.0002857025,0.00011793492,0.0007257979,0.010115247,0.00003496208,0.001887124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859136,0.0006569463,0.0001134543,0.0003638834,0.00014042869,0.00013392467],"domain_scores_gemma":[0.9875137,0.010153066,0.0013104649,0.0002389645,0.0005834128,0.00020037344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024192468,0.00055067433,0.00034502105,0.0039597834,0.00094427716,0.0024336954,0.0005003898,0.00088095455,0.0026513492],"category_scores_gemma":[0.011121033,0.00028385385,0.00085907534,0.002972625,0.00064628304,0.0012927891,0.0009834152,0.0012470963,0.0007883553],"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":[0.002275221,0.0017691756,0.6964668,0.0014329681,0.00051954156,0.0019580151,0.023326587,0.03006856,0.010305201,0.007933051,0.022980915,0.20096385],"study_design_scores_gemma":[0.00010208482,0.00040236526,0.56607944,0.0003431914,0.00026660517,0.00041148617,0.02699236,0.3731774,0.004213421,0.010766496,0.017072905,0.000172249],"about_ca_topic_score_codex":0.027894711,"about_ca_topic_score_gemma":0.02223769,"teacher_disagreement_score":0.027894711,"about_ca_system_score_codex":0.002127212,"about_ca_system_score_gemma":0.0014746821,"threshold_uncertainty_score":0.055464685},"labels":[],"label_agreement":null},{"id":"W3156792146","doi":"10.34778/4j","title":"Public diplomacy message strategy (Public Diplomacy) (see also public diplomacy approach)","year":2021,"lang":"en","type":"article","venue":"DOCA - Database of Variables for Content Analysis","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":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 diplomacy; Diplomacy; Public administration; Political science; Public relations; Content analysis; Sociology; Law; Social science; Politics","score_opus":0.18383981427834065,"score_gpt":0.35142313262259756,"score_spread":0.1675833183442569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156792146","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17696042,0.0019146939,0.015766596,0.007814465,0.00054524245,0.0015546783,0.005996572,0.00019042549,0.7892569],"genre_scores_gemma":[0.89507204,0.0017336262,0.01783877,0.0015841398,0.00018397447,0.003135607,0.0041267416,0.00014323177,0.076181926],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961696,0.0017558936,0.00025272658,0.00035644782,0.0011001964,0.00036508834],"domain_scores_gemma":[0.98781294,0.0058976808,0.0020872594,0.0006232497,0.0029116296,0.00066730886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030798216,0.00039894506,0.00020841538,0.0034055647,0.0013609753,0.004512439,0.000765491,0.0010879848,0.028558502],"category_scores_gemma":[0.013570701,0.00013491839,0.0003118508,0.005184856,0.0020811518,0.004921843,0.0023748397,0.001439607,0.004388024],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000222576,0.0005729511,0.07860284,0.0021178816,0.00006482472,0.00024374678,0.062726766,0.00047049738,0.001315205,0.44453904,0.1217011,0.28742266],"study_design_scores_gemma":[0.000059876234,0.00021322905,0.17038916,0.0012418227,0.000070758986,0.00023276218,0.057413667,0.00087879313,0.0025728736,0.027951581,0.73890984,0.00006558619],"about_ca_topic_score_codex":0.0072771073,"about_ca_topic_score_gemma":0.008739252,"teacher_disagreement_score":0.028558502,"about_ca_system_score_codex":0.0049969,"about_ca_system_score_gemma":0.004022738,"threshold_uncertainty_score":0.09553766},"labels":[],"label_agreement":null},{"id":"W3157749480","doi":"","title":"The Philippine News Agency: Setting the Public Information Agenda After the Signing of the Anti-Terrorism Act of 2020","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Paul University","funders":"","keywords":"Framing (construction); Terrorism; Agency (philosophy); Political science; Population; Priming (agriculture); Regulatory agency; Law; Media studies; Public administration; Sociology; Social science; Geography; Biology","score_opus":0.013867898915256072,"score_gpt":0.26614347913093145,"score_spread":0.25227558021567537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157749480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99031293,0.0002610894,0.00022379296,0.0013112914,0.000045902543,0.00031111998,0.00013491187,0.000011578695,0.007387394],"genre_scores_gemma":[0.9912588,0.00054803723,0.0013791833,0.0010333714,0.000102454804,0.0008598225,0.0001415552,0.00001997845,0.004656904],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9923699,0.005753219,0.00017844998,0.00034343117,0.00087860035,0.00047642377],"domain_scores_gemma":[0.96952975,0.018856017,0.005021696,0.0007748721,0.0040383297,0.0017793349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011593623,0.00033961475,0.00035443754,0.0014727294,0.003745837,0.005783552,0.0006928084,0.0013967189,0.003244162],"category_scores_gemma":[0.025955036,0.00047137763,0.00015039192,0.0019816698,0.0022330096,0.0034823087,0.0018589948,0.0020466626,0.0009613058],"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":[0.0012104518,0.0020618096,0.09252599,0.001097584,0.000048533504,0.0017139768,0.8078778,0.00014377302,0.0063887783,0.0033996464,0.0068544988,0.07667716],"study_design_scores_gemma":[0.000091666276,0.0020185418,0.15976158,0.0003516182,0.000063103114,0.0001634072,0.79631793,0.00028372323,0.0044977437,0.00072772783,0.035652395,0.00007054722],"about_ca_topic_score_codex":0.009208487,"about_ca_topic_score_gemma":0.01689001,"teacher_disagreement_score":0.011593623,"about_ca_system_score_codex":0.003430569,"about_ca_system_score_gemma":0.0041481913,"threshold_uncertainty_score":0.06131369},"labels":[],"label_agreement":null},{"id":"W3162232396","doi":"10.18192/cjms-rcem.v17i1.5879","title":"Solutions Journalism: Strategies for Effecting and Managing Change","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Media Studies","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Journalism; Technical Journalism; Public relations; Political science; Criticism; Face (sociological concept); Sociology; Law; Social science","score_opus":0.1926438141930196,"score_gpt":0.3812788028594139,"score_spread":0.1886349886663943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162232396","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018465247,0.015649805,0.15844038,0.5360693,0.014125939,0.0023046935,0.00022366518,0.00469878,0.2500222],"genre_scores_gemma":[0.4971697,0.018314661,0.29218844,0.07812784,0.011228214,0.0049532913,0.00051806925,0.0024356886,0.09506404],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.93647045,0.043090153,0.0028969385,0.0040687644,0.010553844,0.0029198364],"domain_scores_gemma":[0.8855975,0.05505734,0.009897452,0.012901659,0.016470952,0.02007508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.075410575,0.0022493533,0.00132318,0.009799767,0.012536294,0.040008422,0.0059122206,0.011506234,0.018301452],"category_scores_gemma":[0.10495921,0.0009906626,0.0015641801,0.005942576,0.026219478,0.035786364,0.025771726,0.011076918,0.007900247],"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":[0.00010306586,0.00036895226,0.0026633677,0.0022430306,0.00017701047,0.00069094554,0.06871313,0.00090163056,0.0016394885,0.40231365,0.17260927,0.34757644],"study_design_scores_gemma":[0.00008388242,0.00020493956,0.0008195964,0.0014373504,0.000053571002,0.00029982865,0.04388912,0.0011298818,0.0009977428,0.3676974,0.5832918,0.000094934185],"about_ca_topic_score_codex":0.0012514759,"about_ca_topic_score_gemma":0.0017435439,"teacher_disagreement_score":0.075410575,"about_ca_system_score_codex":0.0072105424,"about_ca_system_score_gemma":0.0287868,"threshold_uncertainty_score":0.39881402},"labels":[],"label_agreement":null},{"id":"W3162927014","doi":"10.1080/0960085x.2021.1907234","title":"PUBLIC MANAGEMENT CHALLENGES IN THE DIGITAL RISK SOCIETY: A Critical Analysis of the Public Debate on Implementation of the Danish NemID","year":2021,"lang":"en","type":"article","venue":"European Journal of Information Systems","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Risk society; Public relations; Danish; Risk management; New public management; Social media; Sociology; Public sector; Political science; Public administration; Business; Economics; Social science; Management; Law","score_opus":0.06877653826956132,"score_gpt":0.3159947206092495,"score_spread":0.24721818233968818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162927014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55755967,0.009332541,0.013618772,0.17925069,0.0015313979,0.0003026403,0.00012435527,0.000057790712,0.23822223],"genre_scores_gemma":[0.9920359,0.0008319496,0.000841752,0.002298931,0.00006881953,0.00004781386,0.000014495882,0.0000254384,0.0038349805],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9527373,0.033132806,0.0016206828,0.0023625444,0.006902898,0.003243798],"domain_scores_gemma":[0.91120374,0.07857439,0.0028431616,0.001881017,0.0041163783,0.0013813041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05771863,0.0006568375,0.0008990728,0.0048463754,0.031144278,0.028564468,0.0024822531,0.010812122,0.002480038],"category_scores_gemma":[0.05663324,0.0009332436,0.00077075686,0.0033335164,0.05857061,0.018521972,0.016632542,0.010139501,0.00033715012],"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":[0.0000714989,0.000036259942,0.00086734665,0.00021738878,0.00001086949,0.0009368916,0.6268947,0.00031486264,0.000303301,0.36281326,0.0024559698,0.0050776214],"study_design_scores_gemma":[0.00002319264,0.00003437687,0.0007867905,0.0006085307,0.000020797881,0.00021162209,0.81744224,0.0005049665,0.0009230042,0.04559124,0.13379996,0.000053262833],"about_ca_topic_score_codex":0.019718157,"about_ca_topic_score_gemma":0.01281047,"teacher_disagreement_score":0.05771863,"about_ca_system_score_codex":0.04533027,"about_ca_system_score_gemma":0.024982056,"threshold_uncertainty_score":0.3288957},"labels":[],"label_agreement":null},{"id":"W3162963846","doi":"10.5539/jel.v10n4p1","title":"Were Higher Education Institutions Communication Strategies Well Suited for the COVID-19 Pandemic?","year":2021,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Immediacy; Preparedness; Coronavirus disease 2019 (COVID-19); Pandemic; Higher education; Exploratory research; Crisis communication; Public relations; Order (exchange); Political science; 2019-20 coronavirus outbreak; GRASP; Sociology; Psychology; Business; Social science; Computer science; Epistemology; Medicine","score_opus":0.12856116150445818,"score_gpt":0.44636823270494563,"score_spread":0.31780707120048746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162963846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78193355,0.013847867,0.0070338272,0.14606753,0.0008333538,0.0005131807,0.00033515017,0.00009086343,0.049344633],"genre_scores_gemma":[0.990999,0.002951138,0.0016060935,0.0035884276,0.0000700818,0.0001271451,0.00002955103,0.00000650756,0.00062220683],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.98107773,0.01319417,0.0009891117,0.0005577069,0.0016231126,0.00255823],"domain_scores_gemma":[0.9404469,0.038564835,0.010710469,0.0013926168,0.005130925,0.0037542875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.030069185,0.00021785308,0.00045132008,0.0022632775,0.0033831915,0.011939883,0.001191861,0.0031726842,0.0043953923],"category_scores_gemma":[0.07745313,0.000285802,0.0004063414,0.0036537708,0.004322662,0.013161926,0.0039345063,0.002276815,0.00055186864],"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":[0.00033451698,0.00049526984,0.10157886,0.0077547636,0.00016502659,0.0025961273,0.49903086,0.0007885639,0.0017899643,0.071073726,0.013793407,0.30059898],"study_design_scores_gemma":[0.000041217925,0.0002927446,0.05439615,0.003715826,0.00006046948,0.00057660963,0.87433463,0.00031629912,0.0009521539,0.010231291,0.054972287,0.00011029899],"about_ca_topic_score_codex":0.0024471995,"about_ca_topic_score_gemma":0.0035895072,"teacher_disagreement_score":0.030069185,"about_ca_system_score_codex":0.0055308957,"about_ca_system_score_gemma":0.018735565,"threshold_uncertainty_score":0.15902299},"labels":[],"label_agreement":null},{"id":"W3164778378","doi":"10.1002/casr.30797","title":"Consider how a pickup basketball game might change public perception of your department","year":2021,"lang":"en","type":"article","venue":"Campus Security Report","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Basketball; Nothing; Officer; Culmination; Perception; Work (physics); Police department; State (computer science); Political science; Psychology; Management; Public relations; Criminology; Law; Engineering; History; Computer science; Economics","score_opus":0.07950504673573258,"score_gpt":0.3443875384729264,"score_spread":0.2648824917371938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164778378","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0628433,0.00081824086,0.0007690636,0.8800637,0.0050864005,0.00009687201,0.0003076018,0.00015654752,0.04985825],"genre_scores_gemma":[0.37908155,0.002336205,0.0019876452,0.5425208,0.002270893,0.00042653375,0.00031049954,0.00021179367,0.07085412],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966768,0.0015810584,0.00006663529,0.00020757077,0.00038267087,0.0010852236],"domain_scores_gemma":[0.9915069,0.002238288,0.000494025,0.00016699577,0.001385542,0.004208303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032485889,0.000465349,0.0003629624,0.0008068744,0.011751266,0.0068974625,0.001672431,0.009854657,0.04678454],"category_scores_gemma":[0.017205752,0.00038307425,0.0010555781,0.0005899483,0.0032760282,0.005742278,0.0030708716,0.010555578,0.0071567455],"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":[0.00022937187,0.002435573,0.03442718,0.0001767388,0.00007768224,0.0016372557,0.03962265,0.00025858448,0.0005314671,0.010627918,0.86248326,0.0474923],"study_design_scores_gemma":[0.00032073233,0.0012536406,0.041004594,0.00075401977,0.00010251387,0.00052935065,0.44238058,0.00083232386,0.0006196574,0.012726833,0.49921274,0.00026296615],"about_ca_topic_score_codex":0.09597043,"about_ca_topic_score_gemma":0.24116728,"teacher_disagreement_score":0.09597043,"about_ca_system_score_codex":0.005114083,"about_ca_system_score_gemma":0.0063302503,"threshold_uncertainty_score":0.19082361},"labels":[],"label_agreement":null},{"id":"W3165277398","doi":"10.1016/j.ijdrr.2021.102346","title":"Public health agencies outreach through Instagram during the COVID-19 pandemic: Crisis and Emergency Risk Communication perspective","year":2021,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":127,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Infographic; Outreach; Public relations; Social media; Public health; Misinformation; Public engagement; Crisis communication; Health communication; Psychology; Political science; Medicine; Business; Nursing; Computer science","score_opus":0.12124481058337767,"score_gpt":0.4074705393712226,"score_spread":0.2862257287878449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165277398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49069083,0.004673639,0.017970135,0.10946097,0.001007112,0.0003396532,0.0010678356,0.00038839734,0.3744014],"genre_scores_gemma":[0.98177147,0.0021029355,0.0048308647,0.0039210995,0.00023847181,0.00012446452,0.00012950585,0.00006373075,0.0068173236],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9923394,0.0057650316,0.0001795777,0.0003509219,0.0004896434,0.0008754753],"domain_scores_gemma":[0.9914806,0.0052756453,0.0012653702,0.0003290333,0.0007452055,0.00090415805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005301762,0.0005013644,0.0001679425,0.0021096887,0.004833537,0.007987526,0.0007351779,0.0018462666,0.010337301],"category_scores_gemma":[0.009825642,0.00029939075,0.00030111318,0.0015791535,0.0060180565,0.0067516947,0.0070453044,0.0024554129,0.0012619796],"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":[0.00018353041,0.00019475154,0.047288686,0.0012640884,0.000044295964,0.0030063672,0.6933772,0.00045552186,0.0036121195,0.07860136,0.038627192,0.13334495],"study_design_scores_gemma":[0.0000072156367,0.000084644336,0.0149844745,0.00075504615,0.000024984813,0.00076405494,0.7891648,0.0004516311,0.0010375817,0.008412547,0.18427207,0.00004100568],"about_ca_topic_score_codex":0.0067279013,"about_ca_topic_score_gemma":0.0097372765,"teacher_disagreement_score":0.010337301,"about_ca_system_score_codex":0.003695131,"about_ca_system_score_gemma":0.0042212186,"threshold_uncertainty_score":0.03458166},"labels":[],"label_agreement":null},{"id":"W3165765711","doi":"10.1177/10776990211015105","title":"Covering COVID: Journalists’ Stress and Perceived Organizational Support While Reporting on the Pandemic","year":2021,"lang":"en","type":"article","venue":"Journalism & Mass Communication Quarterly","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Perceived organizational support; Psychology; Public relations; Organizational commitment; 2019-20 coronavirus outbreak; Political science; Business; Social psychology; Medicine; History","score_opus":0.05325709289684755,"score_gpt":0.33062282175854985,"score_spread":0.2773657288617023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165765711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99888843,0.00007620812,0.000018360342,0.00031017727,0.000015429465,0.0000064819164,0.000034973502,0.0000011906689,0.0006487173],"genre_scores_gemma":[0.99944466,0.000104847015,0.000034836146,0.00012897706,0.00002534067,0.000011799643,0.0000546855,0.0000010150333,0.00019380318],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830604,0.000831519,0.00014560533,0.000095359355,0.0002745201,0.0003470137],"domain_scores_gemma":[0.976398,0.0059244772,0.010831741,0.0005468215,0.0018514282,0.0044475123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022439803,0.000220044,0.00024098337,0.0007984898,0.0013630736,0.0022197973,0.00035763043,0.000884874,0.002074783],"category_scores_gemma":[0.020603715,0.00027935498,0.00026690937,0.0006114324,0.000680048,0.0008982829,0.0011788073,0.0011601449,0.00038241223],"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":[0.00017263612,0.00043093352,0.9643525,0.00005071525,0.000068451714,0.00025621935,0.0263734,0.000037164875,0.0005804712,0.000051762887,0.000863522,0.0067622983],"study_design_scores_gemma":[0.000009055495,0.00019451966,0.9496684,0.000030381774,0.00001179399,0.00010858229,0.049183335,0.00006317202,0.00006565174,0.000027210135,0.00062649505,0.0000114325],"about_ca_topic_score_codex":0.0060419096,"about_ca_topic_score_gemma":0.011583164,"teacher_disagreement_score":0.0060419096,"about_ca_system_score_codex":0.00064068293,"about_ca_system_score_gemma":0.00083359325,"threshold_uncertainty_score":0.012013495},"labels":[],"label_agreement":null},{"id":"W3167977270","doi":"10.18192/clg-cgl.v7i1-2.5923","title":"Cultural Diplomacy and Brancusi’s Reception in the Digital Age in Romania","year":2021,"lang":"en","type":"article","venue":"Culture and Local Governance","topic":"Public Relations and Crisis Communication","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":"Diplomacy; Folklore; Cultural heritage; Symbol (formal); Agency (philosophy); Politics; Cultural policy; Mythology; Political science; Reputation; Cultural heritage management; Government (linguistics); Media studies; The Internet; Sociology; Social science; Anthropology; Art; Law; Literature; World Wide Web","score_opus":0.01579341319473297,"score_gpt":0.29619118480068524,"score_spread":0.28039777160595225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167977270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9233596,0.0013138623,0.00044036144,0.0021446303,0.00008805565,0.000028312641,0.000023885283,0.0000112853195,0.07259],"genre_scores_gemma":[0.9972561,0.00030539176,0.00006794943,0.000093191724,0.00001319552,0.000006495543,0.00000527497,0.0000052590067,0.0022470797],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863833,0.0008196047,0.00004450429,0.000097578944,0.00009004013,0.00030999703],"domain_scores_gemma":[0.9993674,0.0002366329,0.00015543708,0.000050024122,0.000037620222,0.00015280717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014682267,0.00020487656,0.0003298545,0.0010538895,0.00748736,0.0047907047,0.0005109695,0.00091129256,0.0048693395],"category_scores_gemma":[0.0025070214,0.0003625061,0.0001871894,0.0012036487,0.010393958,0.0021413665,0.00509193,0.0019848004,0.00033652474],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012459686,0.00009853276,0.021545675,0.0002264513,0.000014350719,0.00791776,0.8371121,0.00017718888,0.0014563579,0.09520642,0.0033203596,0.032800183],"study_design_scores_gemma":[0.000013593817,0.00008176056,0.04375402,0.00040552134,0.000010491493,0.0035658884,0.805884,0.00028095106,0.00058518,0.0022640142,0.14311577,0.000038800004],"about_ca_topic_score_codex":0.0062114354,"about_ca_topic_score_gemma":0.009376534,"teacher_disagreement_score":0.00748736,"about_ca_system_score_codex":0.0028886828,"about_ca_system_score_gemma":0.0013899144,"threshold_uncertainty_score":0.02095896},"labels":[],"label_agreement":null},{"id":"W3168240486","doi":"10.2196/27942","title":"The Saudi Ministry of Health’s Twitter Communication Strategies and Public Engagement During the COVID-19 Pandemic: Content Analysis Study","year":2021,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":44,"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":"King Saud bin Abdulaziz University for Health Science; King Abdullah International Medical Research Center","keywords":"Public health; Pandemic; Social media; Outbreak; Public engagement; Christian ministry; Coronavirus disease 2019 (COVID-19); Content analysis; Environmental health; Health communication; Medicine; Advertising; Public relations; Disease; Political science; Business; Infectious disease (medical specialty); Sociology; Nursing","score_opus":0.21701921817792794,"score_gpt":0.4242085312103617,"score_spread":0.20718931303243374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168240486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951963,0.00029895926,0.0002406454,0.00080866326,0.000023117022,0.00018440458,0.0010518391,0.000006735352,0.0021894847],"genre_scores_gemma":[0.9970607,0.00043718595,0.0005331577,0.0002653777,0.00002975516,0.00020870414,0.00073577237,0.0000071836494,0.0007222159],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.998302,0.000813565,0.00017976924,0.0001555147,0.0002608194,0.00028820036],"domain_scores_gemma":[0.9911547,0.0042531993,0.0019585998,0.0003041074,0.0018921477,0.00043722172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033155018,0.0003207753,0.00022736656,0.002879955,0.0012108375,0.0022613755,0.0003527554,0.0005219526,0.0017960243],"category_scores_gemma":[0.013380211,0.00017741478,0.00037961212,0.0037752432,0.00070839335,0.0021176774,0.0019926394,0.00053481874,0.0003690689],"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":[0.00041899833,0.00019599513,0.72516286,0.0011281087,0.00010973234,0.0006741077,0.21235545,0.00021702569,0.001375341,0.0014807449,0.005021758,0.051859953],"study_design_scores_gemma":[0.000017995817,0.00015902903,0.6260998,0.0004962073,0.000097454686,0.0002915417,0.3518325,0.0017074061,0.0008183042,0.00033938713,0.01809786,0.000042432846],"about_ca_topic_score_codex":0.015174006,"about_ca_topic_score_gemma":0.016008306,"teacher_disagreement_score":0.015174006,"about_ca_system_score_codex":0.0022668757,"about_ca_system_score_gemma":0.0020721802,"threshold_uncertainty_score":0.030171335},"labels":[],"label_agreement":null},{"id":"W3171849880","doi":"10.1016/j.ijdrr.2021.102375","title":"Analysis of crisis communication by the Prime Minister of Australia during the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":54,"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":"Canada Excellence Research Chairs, Government of Canada","keywords":"Coronavirus disease 2019 (COVID-19); Prime minister; Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Prime (order theory); Political science; Crisis communication; Criminology; Virology; Sociology; Law; Medicine; Politics; Mathematics; Outbreak","score_opus":0.0586698999980506,"score_gpt":0.39958169556832396,"score_spread":0.34091179557027335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171849880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98370206,0.0001590317,0.000117580195,0.0032349438,0.000022985578,0.0000677301,0.00025433852,0.000004399804,0.0124368],"genre_scores_gemma":[0.997401,0.00011217641,0.00006606955,0.00021764096,0.0000127010435,0.000029466077,0.00010760342,0.000004586486,0.0020487343],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99731076,0.001287209,0.00008875967,0.00011582495,0.0004933099,0.0007041999],"domain_scores_gemma":[0.986289,0.0065709087,0.0024739637,0.00027023812,0.0030552144,0.0013406473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029932442,0.00018045232,0.00022812266,0.0013777477,0.0023218743,0.0026627458,0.00060772395,0.0012228913,0.00449313],"category_scores_gemma":[0.020854684,0.00025671575,0.00022472255,0.0021157367,0.0011202241,0.0014109067,0.0018750625,0.0022134297,0.00047662968],"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":[0.0015168716,0.0008263199,0.48926198,0.00066957675,0.00022678237,0.0028978137,0.4017786,0.0041309553,0.0015334396,0.016057106,0.018937904,0.062162653],"study_design_scores_gemma":[0.000016887348,0.00018793736,0.76492065,0.00016683135,0.000043004133,0.0000930054,0.21670662,0.0024615242,0.00019546253,0.0005632282,0.014615112,0.000029738365],"about_ca_topic_score_codex":0.1828302,"about_ca_topic_score_gemma":0.20176412,"teacher_disagreement_score":0.1828302,"about_ca_system_score_codex":0.008134437,"about_ca_system_score_gemma":0.008619006,"threshold_uncertainty_score":0.36353207},"labels":[],"label_agreement":null},{"id":"W3176912690","doi":"10.7910/dvn/g98bqg","title":"CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing","year":2021,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Public Relations and Crisis Communication","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":"Benchmarking; Social media; Computer science; Data science; Political science; Business; World Wide Web; Marketing","score_opus":0.03225268753770763,"score_gpt":0.30705168449360193,"score_spread":0.27479899695589427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176912690","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020262746,0.001386328,0.004658183,0.0026655064,0.0010053628,0.00076176267,0.94336593,0.01482529,0.011068851],"genre_scores_gemma":[0.010378105,0.00021480504,0.0049754484,0.00026415047,0.00008214229,0.00033321176,0.98202574,0.00033791404,0.0013884929],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950021,0.0014881707,0.00068339286,0.001051362,0.0012747239,0.0005002127],"domain_scores_gemma":[0.99421555,0.0014180234,0.000388687,0.0017741452,0.0015180886,0.00068547425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040884735,0.0032127837,0.0010431454,0.007792487,0.0019580948,0.0027984085,0.0037934897,0.002902142,0.013785379],"category_scores_gemma":[0.014749533,0.00061090256,0.0018592107,0.007923899,0.0011524502,0.0054266215,0.0049311905,0.0027219018,0.019332677],"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":[0.00044863074,0.00036312692,0.0051320894,0.0011754854,0.00015228344,0.00014867933,0.0002986727,0.005167336,0.0012313913,0.002002465,0.94984615,0.034033675],"study_design_scores_gemma":[0.00080637203,0.00041211798,0.03863436,0.00074834743,0.00017226803,0.00052010344,0.0038062648,0.06397187,0.007940613,0.007792918,0.8749357,0.00025912482],"about_ca_topic_score_codex":0.034437697,"about_ca_topic_score_gemma":0.03872058,"teacher_disagreement_score":0.034437697,"about_ca_system_score_codex":0.002437136,"about_ca_system_score_gemma":0.0026066506,"threshold_uncertainty_score":0.06847447},"labels":[],"label_agreement":null},{"id":"W3176934125","doi":"","title":"Emerging Scholar Profile-Dr. Danielle Barbe","year":2021,"lang":"en","type":"article","venue":"Ereview of tourism research","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hospitality; Social media; Tourism; Sociology; Context (archaeology); Public relations; Media studies; Political science; History","score_opus":0.13158487663688134,"score_gpt":0.4823145114718385,"score_spread":0.35072963483495717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176934125","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014586141,0.02924214,0.0010281391,0.756291,0.09686876,0.00031234673,0.00094373093,0.00085639785,0.11299881],"genre_scores_gemma":[0.010054659,0.030723764,0.0007454987,0.2597274,0.054328255,0.00035509458,0.0007262651,0.00053515134,0.6428039],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973392,0.0003529387,0.0001127801,0.0004050309,0.0013800993,0.00040987722],"domain_scores_gemma":[0.97984034,0.0011968095,0.0005283578,0.00038652608,0.006781982,0.0112660555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002692965,0.0008118431,0.0014229992,0.0031640986,0.0045375573,0.008405919,0.0023859648,0.005410458,0.116698794],"category_scores_gemma":[0.013523953,0.00043565987,0.000533377,0.0027338604,0.0016138501,0.0038913998,0.006243584,0.0076409155,0.08393008],"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":[0.0000028410984,0.000012506379,0.000079322,0.000060702507,7.5682783e-7,0.000073780284,0.00014350966,0.000008987704,0.00003585946,0.0005271228,0.9913238,0.007730899],"study_design_scores_gemma":[0.000003635651,0.000014467615,0.00015551884,0.00017121337,0.000001092884,0.00035692932,0.0007179544,0.000027489032,0.000033008957,0.00025980946,0.99825233,0.0000064930346],"about_ca_topic_score_codex":0.0055215955,"about_ca_topic_score_gemma":0.0122992685,"teacher_disagreement_score":0.116698794,"about_ca_system_score_codex":0.0050833733,"about_ca_system_score_gemma":0.013010788,"threshold_uncertainty_score":0.39039636},"labels":[],"label_agreement":null},{"id":"W3178735713","doi":"10.2196/30200","title":"Exploring Changes to the Actionability of COVID-19 Dashboards Over the Course of 2020 in the Canadian Context: Descriptive Assessment and Expert Appraisal Study","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Public Relations and Crisis Communication","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 Toronto","funders":"European Commission","keywords":"Context (archaeology); Computer science; Personalization; Data science; Pandemic; Knowledge management; Coronavirus disease 2019 (COVID-19); Medicine; World Wide Web; Geography","score_opus":0.36872240406607976,"score_gpt":0.5622001682206239,"score_spread":0.19347776415454415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178735713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97826105,0.0015568427,0.0015704273,0.0011248847,0.000059739235,0.0029501265,0.0059489175,0.000065955006,0.00846201],"genre_scores_gemma":[0.9849332,0.0014271887,0.007457854,0.00023646925,0.000020923688,0.0018798457,0.0027139143,0.000025716603,0.0013049045],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9737713,0.0045146705,0.0034850058,0.00211797,0.013181495,0.0029295797],"domain_scores_gemma":[0.8665673,0.023450067,0.014233002,0.0032872146,0.08728043,0.0051820846],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.035296872,0.00077779795,0.0009241711,0.01006137,0.0058043785,0.0036126922,0.0027318178,0.0006805498,0.0011847601],"category_scores_gemma":[0.08058537,0.0005284333,0.001402097,0.013239743,0.00310986,0.001406517,0.003352789,0.0011502414,0.00014624333],"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":[0.0008544035,0.00034092725,0.6683686,0.0049301204,0.00034393847,0.00073761144,0.17125113,0.0010165906,0.0016528126,0.0016240813,0.009547385,0.13933241],"study_design_scores_gemma":[0.000042639684,0.0003679932,0.8655285,0.0012890925,0.0001914588,0.000127457,0.11135646,0.0015718902,0.0010391625,0.0002025099,0.018084839,0.00019798825],"about_ca_topic_score_codex":0.9216108,"about_ca_topic_score_gemma":0.9590548,"teacher_disagreement_score":0.96470314,"about_ca_system_score_codex":0.0690875,"about_ca_system_score_gemma":0.12961139,"threshold_uncertainty_score":0.5012672},"labels":[],"label_agreement":null},{"id":"W3183878872","doi":"10.3390/ijerph18157986","title":"Examining Social Media Crisis Communication during Early COVID-19 from Public Health and News Media for Quality, Content, and Corresponding Public Sentiment","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"University of Guelph","keywords":"Coronavirus disease 2019 (COVID-19); Social media; Public health; 2019-20 coronavirus outbreak; Quality (philosophy); Crisis communication; Content (measure theory); Political science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Public relations; Psychology; Environmental health; Business; Medicine; Nursing; Virology; Mathematics","score_opus":0.4534946230664274,"score_gpt":0.4893857605570433,"score_spread":0.0358911374906159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183878872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98655534,0.00022683834,0.00017830725,0.0016478063,0.000046334604,0.00012675,0.0010055954,0.000022334187,0.010190592],"genre_scores_gemma":[0.9960098,0.00029431868,0.0002947442,0.00024577792,0.000034507942,0.00009277254,0.00038904086,0.000016459733,0.0026225096],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9955361,0.0010644519,0.00022271668,0.00021731526,0.0021319748,0.00082745653],"domain_scores_gemma":[0.9667909,0.014482561,0.0054114847,0.0005656711,0.010728252,0.0020212226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047881817,0.00029908947,0.00030021137,0.0034578587,0.005402145,0.00417213,0.000591588,0.00057649356,0.0024509297],"category_scores_gemma":[0.03184971,0.00023535475,0.00018280586,0.0038458211,0.0025251193,0.001637277,0.0022631523,0.0014843167,0.00026328073],"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":[0.00043397423,0.00012285152,0.28134152,0.0006168717,0.000040885974,0.001195821,0.65650415,0.00017120519,0.0020575798,0.0019031444,0.010512307,0.045099646],"study_design_scores_gemma":[0.000008943512,0.00007688354,0.4539321,0.0002895585,0.000026178272,0.000101347374,0.5235618,0.00044073284,0.000916356,0.00017574614,0.020415774,0.00005460882],"about_ca_topic_score_codex":0.74724686,"about_ca_topic_score_gemma":0.8798468,"teacher_disagreement_score":0.74724686,"about_ca_system_score_codex":0.024273543,"about_ca_system_score_gemma":0.018665493,"threshold_uncertainty_score":0.5084833},"labels":[],"label_agreement":null},{"id":"W3188015455","doi":"","title":"Relations publiques et journalisme à l'ère numérique : Dynamiques de collaboration, de conflit et de consentement","year":2019,"lang":"fr","type":"book","venue":"Dépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":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":0.015401909669339096,"score_gpt":0.2638462687140295,"score_spread":0.2484443590446904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3188015455","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16426216,0.012832597,0.06871698,0.08408185,0.0011683755,0.00043920614,0.0006344107,0.00057503476,0.66728944],"genre_scores_gemma":[0.9052191,0.004049227,0.016015526,0.003319217,0.0008188527,0.00065951265,0.00023717244,0.0004586457,0.06922274],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.925781,0.046364073,0.0032431413,0.0051437393,0.01569769,0.0037703784],"domain_scores_gemma":[0.8297314,0.12621967,0.011784056,0.013880947,0.013173838,0.0052100187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04623133,0.0005815981,0.00096714357,0.008422888,0.011686719,0.033853795,0.0021680458,0.004178895,0.020208621],"category_scores_gemma":[0.108403206,0.00076115644,0.00069053785,0.011892324,0.030487873,0.024494154,0.013088482,0.0041219187,0.0030171673],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000704525,0.00006461233,0.006794692,0.00060517533,0.000038115206,0.00036320338,0.17515872,0.00030528565,0.0008673508,0.7311016,0.007993184,0.07663772],"study_design_scores_gemma":[0.000072383315,0.00007878075,0.013533854,0.0015296019,0.000056985195,0.00055897207,0.13392456,0.0010347535,0.0011422337,0.20831491,0.6396408,0.000112003356],"about_ca_topic_score_codex":0.01642307,"about_ca_topic_score_gemma":0.016309377,"teacher_disagreement_score":0.04623133,"about_ca_system_score_codex":0.016039778,"about_ca_system_score_gemma":0.029194864,"threshold_uncertainty_score":0.24449754},"labels":[],"label_agreement":null},{"id":"W3192384540","doi":"10.1142/9789811237669_0013","title":"Social Media and Crisis Communication in Sport","year":2021,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Crisis communication; Social media; Political science; Sociology; Media studies; Public relations; Law","score_opus":0.04891181098128809,"score_gpt":0.3088730963517327,"score_spread":0.2599612853704446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3192384540","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037405922,0.03461846,0.0010530776,0.00952677,0.0019229962,0.00003851487,0.000046436362,0.00003867653,0.94901454],"genre_scores_gemma":[0.10898197,0.09051694,0.00234855,0.0059493706,0.0039867098,0.00021031869,0.00017438193,0.00011672465,0.787715],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997271,0.000115602415,0.000010018987,0.000019754583,0.00008523849,0.00004230688],"domain_scores_gemma":[0.9996954,0.00020292045,0.000020090714,0.000008301857,0.000031814165,0.000041395982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027186857,0.00058788946,0.00020528623,0.0013409294,0.0021554418,0.006435736,0.00048690868,0.0018260222,0.03657038],"category_scores_gemma":[0.00060156896,0.00018901595,0.0002327017,0.0018600019,0.0023717734,0.004148209,0.0016825021,0.0019421893,0.0043707155],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002813803,0.00014158888,0.00046707474,0.00054297823,0.000015144655,0.00037338957,0.015045022,0.00048475957,0.00051101396,0.5400347,0.2660992,0.176257],"study_design_scores_gemma":[0.000006762402,0.000028669265,0.0011342337,0.00092679414,0.0000046999116,0.00023867357,0.010216952,0.0002822448,0.00018410457,0.06769348,0.9192707,0.0000125715],"about_ca_topic_score_codex":0.003987914,"about_ca_topic_score_gemma":0.008777114,"teacher_disagreement_score":0.03657038,"about_ca_system_score_codex":0.0018020243,"about_ca_system_score_gemma":0.0014521871,"threshold_uncertainty_score":0.12234008},"labels":[],"label_agreement":null},{"id":"W3196119750","doi":"10.7202/1082017ar","title":"Pandemic Pause: A Break from Sexual Harassment. The Safe Space of Virtual Conferences","year":2021,"lang":"en","type":"article","venue":"Atlantis Critical Studies in Gender Culture & Social Justice","topic":"Public Relations and Crisis Communication","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":"Saint Mary's University","funders":"","keywords":"Harassment; Pandemic; Space (punctuation); Coronavirus disease 2019 (COVID-19); Virtual space; Aeronautics; Criminology; Political science; Psychology; Engineering; Computer science; Social psychology; Medicine; Artificial intelligence","score_opus":0.13355820779343755,"score_gpt":0.4335400066542647,"score_spread":0.2999817988608271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196119750","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18258183,0.0062486352,0.0055145277,0.29011038,0.012264106,0.000101930265,0.0002814629,0.0005689786,0.50232816],"genre_scores_gemma":[0.9263002,0.0009889385,0.0011858376,0.022195634,0.0015269566,0.00007101071,0.000075777956,0.00018293594,0.047472797],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9979869,0.0012625966,0.00003211796,0.00011233718,0.00018591562,0.00042008815],"domain_scores_gemma":[0.99567175,0.0016500944,0.00033117124,0.00045264792,0.00021784102,0.0016765177],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0022918654,0.0003601874,0.0001872203,0.00051711616,0.011068757,0.008876065,0.0014355595,0.004555709,0.022508629],"category_scores_gemma":[0.009243998,0.00024894348,0.00040792295,0.000258577,0.00784176,0.00810676,0.00936009,0.008188379,0.0022710531],"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":[0.00055123307,0.00031426398,0.0035749213,0.00030915742,0.00003397435,0.0034630976,0.2676514,0.00034106703,0.0021720268,0.28004745,0.3110223,0.13051912],"study_design_scores_gemma":[0.00008067583,0.00019770341,0.0031976907,0.00041854466,0.00001587691,0.0012221454,0.21562698,0.00029143252,0.0008606817,0.044954132,0.73308253,0.000051512667],"about_ca_topic_score_codex":0.0024138705,"about_ca_topic_score_gemma":0.005506004,"teacher_disagreement_score":0.9954443,"about_ca_system_score_codex":0.0020200221,"about_ca_system_score_gemma":0.0023040166,"threshold_uncertainty_score":0.075298846},"labels":[],"label_agreement":null},{"id":"W3200318236","doi":"","title":"Chinese public diplomacy on Twitter: Creating a harmonious polyphony","year":2018,"lang":"en","type":"article","venue":"Hermes, La Revue","topic":"Public Relations and Crisis Communication","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":"Censorship; Soft power; Polyphony; Superpower; Beijing; Diplomacy; Media studies; Public diplomacy; Political science; Power (physics); Social media; China; Freedom of the press; Face (sociological concept); Sociology; Public relations; Law; Politics; Social science","score_opus":0.03465125149850901,"score_gpt":0.35569936845311995,"score_spread":0.32104811695461094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200318236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9154253,0.0003334134,0.0038710078,0.005768742,0.00025649235,0.00013902926,0.0005113182,0.00018724962,0.07350747],"genre_scores_gemma":[0.99044484,0.00015735107,0.0009981133,0.00033595835,0.00007749277,0.00005937476,0.00019353554,0.000052485062,0.007680786],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99917126,0.00032711108,0.000031043837,0.00009072569,0.00017285874,0.00020696671],"domain_scores_gemma":[0.99873775,0.0004648937,0.00020562534,0.00016255029,0.00017506338,0.0002542391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014116506,0.00037852977,0.00023275428,0.0022598559,0.005708662,0.0050363597,0.0005014478,0.0007680064,0.0064927866],"category_scores_gemma":[0.0030616291,0.00024892,0.00023261718,0.0024558136,0.0037676005,0.005106597,0.0048466213,0.0009191083,0.0009395941],"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":[0.0004360285,0.00009766631,0.07129754,0.0004605361,0.00006362381,0.0039811903,0.6827572,0.0004017358,0.017699359,0.040885758,0.03155803,0.15036134],"study_design_scores_gemma":[0.00004610358,0.00015676944,0.105084874,0.00025886035,0.00010807816,0.0009672485,0.54591656,0.004274157,0.0060659503,0.009149471,0.32784608,0.00012586704],"about_ca_topic_score_codex":0.011071158,"about_ca_topic_score_gemma":0.017953258,"teacher_disagreement_score":0.011071158,"about_ca_system_score_codex":0.0021120019,"about_ca_system_score_gemma":0.0020006762,"threshold_uncertainty_score":0.022013426},"labels":[],"label_agreement":null},{"id":"W3200361816","doi":"10.1007/s10900-021-01032-w","title":"A Review and Analysis of the Literature on Public Health Emergency Communication Practices","year":2021,"lang":"en","type":"review","venue":"Journal of Community Health","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":38,"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 Guelph","funders":"Public Health Agency; University of Guelph","keywords":"Distrust; Thematic analysis; Transparency (behavior); Public relations; Crisis communication; Focus group; Qualitative research; Public health; Government (linguistics); Trustworthiness; Consistency (knowledge bases); Content analysis; Medicine; Psychology; Political science; Nursing; Social psychology; Business; Sociology; Computer science","score_opus":0.27249733267902676,"score_gpt":0.542352562877321,"score_spread":0.26985523019829427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200361816","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022120848,0.9991924,0.00003199451,0.00026872882,0.000047575846,0.000008403259,0.00004374528,0.000001216806,0.00018473936],"genre_scores_gemma":[0.0014431052,0.99820757,0.000115714385,0.00012955663,0.0000394418,0.000011561813,0.000024801466,5.249203e-7,0.000027747994],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975865,0.0007566822,0.00076163793,0.00025031908,0.0005389862,0.00010588387],"domain_scores_gemma":[0.9842129,0.012500868,0.0017259499,0.00012802199,0.001240585,0.00019163435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00423073,0.001040476,0.0026261217,0.01070671,0.00050692214,0.002046279,0.0011536161,0.0014569617,0.0038159636],"category_scores_gemma":[0.015291399,0.00048109703,0.001779063,0.012657897,0.00078152324,0.0021649078,0.0014175605,0.001281394,0.00040575245],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013215265,0.000061288185,0.0012167039,0.43882105,0.0009853055,0.00018988404,0.0006606112,0.0001592444,0.00025425217,0.0013137258,0.009477033,0.54672873],"study_design_scores_gemma":[0.00006506781,0.00021865366,0.013623237,0.71652335,0.0067134094,0.0015218089,0.0019003729,0.00013521819,0.0003212456,0.0012100922,0.2576892,0.00007842107],"about_ca_topic_score_codex":0.005537593,"about_ca_topic_score_gemma":0.014518152,"teacher_disagreement_score":0.01070671,"about_ca_system_score_codex":0.0019228834,"about_ca_system_score_gemma":0.008170978,"threshold_uncertainty_score":0.022374451},"labels":[],"label_agreement":null},{"id":"W3201251122","doi":"10.2196/33653","title":"A Novel Risk and Crisis Communication Platform to Bridge the Gap Between Policy Makers and the Public in the Context of the COVID-19 Crisis (PubliCo): Protocol for a Mixed Methods Study","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Public Relations and Crisis Communication","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":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Context (archaeology); Public relations; Government (linguistics); Crisis communication; Citizen journalism; Social media; Focus group; Psychology; Political science; Business; Marketing","score_opus":0.5168632931381185,"score_gpt":0.6423717304930112,"score_spread":0.1255084373548927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201251122","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027979654,0.00014563525,0.0047594975,0.0004791744,0.00026906756,0.98817027,0.0019376874,0.00010323471,0.0013375087],"genre_scores_gemma":[0.0006519756,0.00003324503,0.0028803023,0.00008873843,0.000009985521,0.9960865,0.000060692822,0.0000040934206,0.00018448118],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9715936,0.020143805,0.00317041,0.0017789842,0.0015400824,0.0017730416],"domain_scores_gemma":[0.9526458,0.021272937,0.0048569543,0.0076044737,0.010340358,0.003279517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.067317866,0.0030194805,0.0028512774,0.00290322,0.0050813337,0.003605163,0.0031510077,0.006618756,0.07062476],"category_scores_gemma":[0.06433643,0.0023403228,0.0030148446,0.0024438982,0.0036361974,0.003717238,0.004126862,0.007639679,0.013673932],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.089318275,0.028452165,0.0056842198,0.10060875,0.0008398717,0.0022615632,0.04476682,0.0059495624,0.0076627526,0.05333657,0.22947986,0.43163955],"study_design_scores_gemma":[0.12384605,0.026689997,0.015711518,0.049865246,0.00090501783,0.00047470606,0.026814142,0.004920452,0.008727904,0.040509988,0.70069057,0.0008443585],"about_ca_topic_score_codex":0.0025155055,"about_ca_topic_score_gemma":0.0044029965,"teacher_disagreement_score":0.07062476,"about_ca_system_score_codex":0.0051629483,"about_ca_system_score_gemma":0.025278388,"threshold_uncertainty_score":0.35601515},"labels":[],"label_agreement":null},{"id":"W3201833414","doi":"10.3727/152599521x16106577965224","title":"Social Media Reactions to Festival Cancellation Announcements","year":2021,"lang":"en","type":"article","venue":"Event Management","topic":"Public Relations and Crisis Communication","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 Manitoba","funders":"","keywords":"Reputation; Blame; Shame; Sadness; Perception; Psychology; Social media; Advertising; Social psychology; Sociology; Computer science; Business; Anger; World Wide Web","score_opus":0.04547609044422385,"score_gpt":0.36336835744871027,"score_spread":0.3178922670044864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201833414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919418,0.00009400619,0.00024677196,0.00059027376,0.00008781908,0.000053278323,0.0002463884,0.000034747976,0.0067047914],"genre_scores_gemma":[0.99661297,0.00013343657,0.0002656266,0.00019940137,0.00016422421,0.00007137497,0.00020645118,0.000018322082,0.00232817],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997502,0.0014556947,0.0001479017,0.00013316084,0.0005391395,0.00022199392],"domain_scores_gemma":[0.9779267,0.012562515,0.0055683525,0.00080674473,0.0018903349,0.0012454693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025007152,0.00030560145,0.00025138684,0.0013970642,0.0018414521,0.002521098,0.00030840392,0.00057424133,0.003985888],"category_scores_gemma":[0.015957976,0.00016535593,0.00019230724,0.0007031092,0.00077732746,0.0012901354,0.0014228827,0.001020183,0.0006811805],"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":[0.0015665416,0.00050696125,0.54277015,0.0008721537,0.00015924702,0.0016960716,0.34324384,0.00049287634,0.012606253,0.0020833754,0.016044984,0.077957526],"study_design_scores_gemma":[0.00003384916,0.0004793288,0.61329585,0.0002877796,0.00005078594,0.0003626845,0.34667358,0.0012610062,0.002560357,0.00056366436,0.03432892,0.00010214292],"about_ca_topic_score_codex":0.0023029638,"about_ca_topic_score_gemma":0.0046737213,"teacher_disagreement_score":0.003985888,"about_ca_system_score_codex":0.0008623834,"about_ca_system_score_gemma":0.00034484037,"threshold_uncertainty_score":0.0133340955},"labels":[],"label_agreement":null},{"id":"W3204091485","doi":"","title":"Kommunikation i radiografi","year":2021,"lang":"de","type":"article","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":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":0.029120397086787497,"score_gpt":0.3173497833952551,"score_spread":0.2882293863084676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204091485","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037940429,0.039132435,0.0057770642,0.072370656,0.0133291315,0.00028114903,0.000987093,0.0009378339,0.86339056],"genre_scores_gemma":[0.022164254,0.01945671,0.003898933,0.006432982,0.0019189782,0.00017344362,0.0008999429,0.0005449691,0.9445098],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99608386,0.001367894,0.00020247103,0.00045263898,0.0013441052,0.0005489417],"domain_scores_gemma":[0.9960212,0.0011180232,0.00024208955,0.00044228355,0.0011211747,0.0010551926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032725905,0.0008464831,0.0006858756,0.0015323216,0.004324826,0.0117224455,0.0013109334,0.0034760248,0.17793836],"category_scores_gemma":[0.006218734,0.00050128007,0.00064262026,0.0018512585,0.003134052,0.00561953,0.0068431813,0.0044937273,0.08273146],"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":[0.00005511209,0.00005469844,0.0003083833,0.00053389865,0.00000890513,0.0001664922,0.008281673,0.0001333515,0.0009281019,0.05411074,0.7667175,0.16870113],"study_design_scores_gemma":[0.0000020984876,0.000010836226,0.00028500645,0.00020985676,0.0000016783595,0.00007331336,0.0015431294,0.000017211296,0.000112231006,0.0022388706,0.99549884,0.0000067886294],"about_ca_topic_score_codex":0.011615124,"about_ca_topic_score_gemma":0.014358474,"teacher_disagreement_score":0.17793836,"about_ca_system_score_codex":0.005872338,"about_ca_system_score_gemma":0.008843856,"threshold_uncertainty_score":0.5952631},"labels":[],"label_agreement":null},{"id":"W3204922733","doi":"10.1177/02560909211043184","title":"Communicating Through a Pandemic: Insights on Crisis Communication from Steel Authority of India Limited, Rourkela Steel Plant","year":2021,"lang":"en","type":"article","venue":"Vikalpa The Journal for Decision Makers","topic":"Public Relations and Crisis Communication","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":"Public Works and Government Services Canada","funders":"","keywords":"Crisis communication; CLARITY; Public relations; Crisis management; Empathy; Business; Pandemic; Political science; Psychology; Coronavirus disease 2019 (COVID-19); Social psychology; Medicine; Law","score_opus":0.08462942107063447,"score_gpt":0.3724958048086808,"score_spread":0.2878663837380463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204922733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7225343,0.0069537074,0.0007790234,0.1630129,0.0017757751,0.00019708021,0.00026323076,0.0000969098,0.10438702],"genre_scores_gemma":[0.95871013,0.0063070897,0.0006900619,0.02112052,0.00042620365,0.00011313419,0.00010703121,0.00008829591,0.0124375895],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9959478,0.002609206,0.0001071361,0.00014596558,0.0005499891,0.0006400296],"domain_scores_gemma":[0.9897655,0.00665455,0.00077424303,0.00015930348,0.0009898602,0.0016565692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004270752,0.00043020162,0.0003324369,0.0014746983,0.012530173,0.007805952,0.0014331794,0.0022524165,0.004506339],"category_scores_gemma":[0.007446008,0.00036192528,0.0002429209,0.0015022119,0.004239733,0.0041214,0.0034570126,0.007372187,0.00078867533],"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":[0.000025157073,0.00010633129,0.004358724,0.0003174148,0.0000073543997,0.0024516692,0.94035214,0.00006336139,0.0005468981,0.0046328586,0.03361238,0.013525644],"study_design_scores_gemma":[0.0000024035576,0.000042591444,0.0041374196,0.0002614821,0.000003755294,0.0003649937,0.9567581,0.00005972046,0.00009369032,0.00026340556,0.037994783,0.000017805625],"about_ca_topic_score_codex":0.016052984,"about_ca_topic_score_gemma":0.0305313,"teacher_disagreement_score":0.016052984,"about_ca_system_score_codex":0.00539149,"about_ca_system_score_gemma":0.010586524,"threshold_uncertainty_score":0.03911823},"labels":[],"label_agreement":null},{"id":"W3206096218","doi":"10.1177/10776990211038298","title":"Book Review: <i>PR Women with Influence: Breaking Through the Ethical and Leadership Challenges</i> by Juan Meng and Marlene S. Neill","year":2021,"lang":"en","type":"article","venue":"Journalism & Mass Communication Quarterly","topic":"Public Relations and Crisis Communication","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":"Media studies; Sociology; Political science","score_opus":0.03949060104778176,"score_gpt":0.3097276069283145,"score_spread":0.2702370058805328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206096218","genre_codex":"editorial","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016583654,0.20515382,0.00039676556,0.36884725,0.3888684,0.00014104295,0.00023094924,0.00014562404,0.036050327],"genre_scores_gemma":[0.0025279913,0.22047773,0.0005665576,0.2831057,0.24293864,0.0002804714,0.00031697968,0.00024436918,0.2495415],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979067,0.00049446215,0.00012409604,0.00020428743,0.001155045,0.00011535297],"domain_scores_gemma":[0.9854,0.007261536,0.00061440945,0.00024705238,0.0053496,0.0011273375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022136539,0.0012676554,0.0016006083,0.0020241297,0.0018582394,0.0045606513,0.0022394431,0.0069442494,0.037712928],"category_scores_gemma":[0.016027763,0.00060584384,0.0007844144,0.0021903578,0.002270094,0.0036749179,0.0014179089,0.008785074,0.025058826],"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":[0.000002187814,0.0000017026887,0.000007989369,0.00008810255,0.0000012477623,0.000006291288,0.000008865669,0.0000051187926,0.000007356559,0.00013486408,0.99440855,0.0053276764],"study_design_scores_gemma":[0.000009807159,0.000012256061,0.00014304301,0.0006606654,0.000005200393,0.0001045683,0.000063675754,0.000019934136,0.000026083924,0.000414319,0.9985318,0.000008615924],"about_ca_topic_score_codex":0.010145687,"about_ca_topic_score_gemma":0.027644759,"teacher_disagreement_score":0.037712928,"about_ca_system_score_codex":0.0028828913,"about_ca_system_score_gemma":0.0050617894,"threshold_uncertainty_score":0.12616235},"labels":[],"label_agreement":null},{"id":"W3208145062","doi":"10.1080/17404622.2021.1989004","title":"Assessing the use of explanatory journalistic texts for crisis communication education during the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Communication Teacher","topic":"Public Relations and Crisis Communication","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":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Syllabus; Crisis communication; Conversation; Pandemic; Pedagogy; Psychology; Sociology; Coronavirus disease 2019 (COVID-19); Perception; Public relations; Political science; Medicine","score_opus":0.2409280804836329,"score_gpt":0.4525707014446746,"score_spread":0.2116426209610417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208145062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99432796,0.000054711476,0.00089394563,0.00045121156,0.000023596238,0.00011312538,0.000018236175,0.000014423924,0.0041027805],"genre_scores_gemma":[0.9969868,0.00016294997,0.001618063,0.0001383193,0.000016160551,0.0001370858,0.000029577976,0.000013283028,0.0008978332],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99201304,0.005379531,0.00040406146,0.00025976996,0.0014692709,0.00047430568],"domain_scores_gemma":[0.9340669,0.046156816,0.0093130935,0.0014406879,0.0059280335,0.0030945777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010728905,0.00041190482,0.00035576845,0.0011542938,0.0018658601,0.0050047506,0.0007392097,0.0008918598,0.0021030416],"category_scores_gemma":[0.069491036,0.0003658726,0.00019942084,0.0007798883,0.0016751472,0.0026198681,0.002729353,0.0017645764,0.00042933392],"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":[0.0003755477,0.0020568145,0.10790381,0.0007924499,0.000026781196,0.0008374266,0.7891193,0.00041936792,0.0071504544,0.0025706307,0.003017759,0.085729666],"study_design_scores_gemma":[0.000083050996,0.001723011,0.10956789,0.0008468172,0.000058790127,0.0007181309,0.8471813,0.0022212346,0.0056438227,0.0013432505,0.030508809,0.00010385543],"about_ca_topic_score_codex":0.00094492466,"about_ca_topic_score_gemma":0.0022629942,"teacher_disagreement_score":0.010728905,"about_ca_system_score_codex":0.0015495635,"about_ca_system_score_gemma":0.0019467312,"threshold_uncertainty_score":0.056740582},"labels":[],"label_agreement":null},{"id":"W3210814791","doi":"10.2196/31834","title":"The Spread of COVID-19 Crisis Communication by German Public Authorities and Experts on Twitter: Quantitative Content Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Public Relations and Crisis Communication","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":"Bundesamt für Strahlenschutz","keywords":"Influencer marketing; Pandemic; Crisis communication; Content analysis; Coronavirus disease 2019 (COVID-19); Social media; German; Descriptive statistics; Public health; Political science; Public relations; Business; Psychology; Medicine; Geography; Sociology; Marketing; Statistics; Social science; Law","score_opus":0.15119706971041919,"score_gpt":0.429605605100351,"score_spread":0.2784085353899318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210814791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971213,0.000042169093,0.0003999742,0.000085448344,0.000004295758,0.0000622854,0.0013713888,0.0000072746298,0.0009059063],"genre_scores_gemma":[0.9974027,0.000052994586,0.0006188878,0.00003191534,0.000011580883,0.00019193835,0.0013181311,0.000007431385,0.00036442763],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99805933,0.0007100132,0.00023710562,0.00026639822,0.00047018673,0.00025693674],"domain_scores_gemma":[0.986696,0.00851401,0.0024545311,0.0004836885,0.0015419284,0.00030977774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027992735,0.00026362436,0.0002585807,0.0054091723,0.0006186241,0.0014894288,0.00030006628,0.00035646616,0.0020262492],"category_scores_gemma":[0.012158098,0.00016481994,0.00028975256,0.0045665884,0.00086678547,0.0013568916,0.0013246608,0.00036901666,0.000444499],"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":[0.00032628133,0.00015322046,0.89525414,0.00062293746,0.00013478297,0.0003044602,0.060733143,0.00087632425,0.003470611,0.0015206622,0.0027498046,0.033853658],"study_design_scores_gemma":[0.000009406042,0.00009304082,0.94303274,0.00010545974,0.00005393733,0.00016482468,0.04720425,0.0038336033,0.0013628639,0.000425517,0.0036747493,0.000039655377],"about_ca_topic_score_codex":0.0037031583,"about_ca_topic_score_gemma":0.00302447,"teacher_disagreement_score":0.0054091723,"about_ca_system_score_codex":0.001134397,"about_ca_system_score_gemma":0.0005208002,"threshold_uncertainty_score":0.014804125},"labels":[],"label_agreement":null},{"id":"W3212974534","doi":"10.18280/ijsse.110509","title":"Rise of Digital Humanitarian Network (DHN) in Southeast Asia: Social Media Insights for Crisis Mapping in Disaster Risk Reduction (DRR)","year":2021,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Public Relations and Crisis Communication","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":"University of Salford Manchester; Universiti Tun Hussein Onn Malaysia","keywords":"Disaster risk reduction; Social media; Digital media; Social network analysis; Social network (sociolinguistics); Population; Computer security; Political science; Computer science; Geography; Environmental planning; Environmental health; Medicine; World Wide Web","score_opus":0.014245653687959,"score_gpt":0.25643986127386453,"score_spread":0.24219420758590554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212974534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90224814,0.0030707074,0.0031160866,0.020348033,0.0002592876,0.00013907747,0.00027103693,0.00003248492,0.07051504],"genre_scores_gemma":[0.9901737,0.0030165268,0.0018452439,0.0009744305,0.000040373267,0.000064659456,0.00007889331,0.000013369114,0.0037928373],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989741,0.00067561475,0.00004385522,0.000062785024,0.0001146105,0.00012918832],"domain_scores_gemma":[0.9967272,0.0017361401,0.00048972596,0.00009621175,0.00050909194,0.00044148605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024002623,0.00031182374,0.00016271189,0.0023247765,0.0039360016,0.0052349293,0.0004550844,0.000715258,0.002911104],"category_scores_gemma":[0.0029337187,0.0001583133,0.00017099486,0.00251081,0.0033631523,0.007125671,0.0037924175,0.0012030997,0.00024286417],"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":[0.000059223494,0.000102765094,0.07676403,0.0008859261,0.000020962689,0.004016947,0.7684174,0.00036739846,0.0014049606,0.050351594,0.008798516,0.08881014],"study_design_scores_gemma":[0.0000023489295,0.000043252672,0.021439435,0.00053598,0.000014987949,0.00045457782,0.92481965,0.00060865417,0.00041943663,0.003924735,0.047721237,0.000015759211],"about_ca_topic_score_codex":0.010551485,"about_ca_topic_score_gemma":0.023487564,"teacher_disagreement_score":0.010551485,"about_ca_system_score_codex":0.0033362191,"about_ca_system_score_gemma":0.003762008,"threshold_uncertainty_score":0.024206102},"labels":[],"label_agreement":null},{"id":"W3213189482","doi":"10.32920/ryerson.14662554.v1","title":"Volkswagen’s crisis communication: Twitter use during #dieselgate","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Crisis communication; Social media; Agency (philosophy); Hostility; Political science; Public relations; Business; Crisis management; Microblogging; Advertising; Sociology; Psychology; Social psychology; Social science; Law","score_opus":0.07904414018969758,"score_gpt":0.34928106616666504,"score_spread":0.27023692597696747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213189482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9130407,0.0006182701,0.0005961772,0.0069416426,0.00041304497,0.000039957995,0.0004699497,0.000069330075,0.07781096],"genre_scores_gemma":[0.98713595,0.00040267513,0.00022472495,0.0008584985,0.000078465695,0.000029667044,0.00024037057,0.00007273138,0.010956931],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990245,0.0004107251,0.00004960881,0.0001403838,0.00020535513,0.00016939495],"domain_scores_gemma":[0.99795294,0.0012136343,0.00025272186,0.00010752823,0.0001295121,0.000343663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096887926,0.00023264045,0.00019565475,0.00084474945,0.00462916,0.0048919357,0.00032876726,0.0011880712,0.0054637473],"category_scores_gemma":[0.004777716,0.00022167432,0.0001354611,0.0010421765,0.002129907,0.0054114666,0.0028909345,0.0012138266,0.0013116092],"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":[0.00030921094,0.000165938,0.049487505,0.000275238,0.000026222702,0.0048801973,0.80702555,0.00040778768,0.0034442313,0.01635038,0.050608832,0.06701883],"study_design_scores_gemma":[0.000017262102,0.00009075082,0.042605113,0.00026568034,0.000016199643,0.0008562337,0.6322393,0.0009525201,0.0017085865,0.0032445996,0.3179383,0.000065568776],"about_ca_topic_score_codex":0.0065266755,"about_ca_topic_score_gemma":0.016594337,"teacher_disagreement_score":0.0065266755,"about_ca_system_score_codex":0.0016818221,"about_ca_system_score_gemma":0.00068732334,"threshold_uncertainty_score":0.018278062},"labels":[],"label_agreement":null},{"id":"W3213902717","doi":"","title":"THE INFLUENCE OF PUBLIC RELATIONS AND COMMUNICATION FUNCTIONS ON PERCEPTIONS OF ORGANIZATIONAL SUCCESS, INNOVATION AND REPUTATION","year":2021,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Public Relations and Crisis Communication","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":"Reputation; Perception; Business; Reputation management; Public relations; Knowledge management; Psychology; Computer science; Sociology; Political science; Social science","score_opus":0.036453158531053555,"score_gpt":0.34867812161770284,"score_spread":0.31222496308664927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213902717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956535,0.00006030367,0.000054638993,0.00011527134,0.0000021953422,0.000006221468,0.0000170454,0.000001998983,0.004088796],"genre_scores_gemma":[0.99972683,0.000025472285,0.000024580751,0.000009418474,0.0000024611888,0.000001557567,0.000008904222,7.4633596e-7,0.00019998164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948931,0.0017885176,0.00015930929,0.00021148169,0.001825117,0.0011225208],"domain_scores_gemma":[0.95385313,0.020000061,0.010742232,0.0012750245,0.0058498937,0.008279603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00544313,0.00019728055,0.00024296816,0.0014056648,0.0012896606,0.0028299033,0.00034494247,0.0003444909,0.0017513186],"category_scores_gemma":[0.021075346,0.00018041584,0.0002098903,0.0011039054,0.002427302,0.0007449903,0.0011027714,0.0008260222,0.00014384778],"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":[0.0002306521,0.00026786723,0.9667292,0.000035250614,0.000079171434,0.00011386508,0.012179228,0.0002545804,0.0010798305,0.0008019978,0.00027586677,0.017952545],"study_design_scores_gemma":[0.0000037390366,0.00008470067,0.99299955,0.000008402313,0.000019558725,0.00002316334,0.006117975,0.00015695035,0.00009539605,0.000058143956,0.00042353306,0.000008842837],"about_ca_topic_score_codex":0.21884255,"about_ca_topic_score_gemma":0.3312933,"teacher_disagreement_score":0.21884255,"about_ca_system_score_codex":0.0043157944,"about_ca_system_score_gemma":0.0063480856,"threshold_uncertainty_score":0.4351375},"labels":[],"label_agreement":null},{"id":"W3214146077","doi":"10.32920/ryerson.14662008.v1","title":"What’s in an @reply? A case study of two-way communication in Target Canada’s Twitter @replies","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","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":"Toronto Metropolitan University","funders":"McMaster University","keywords":"Dialogic; Publics; Social media; Function (biology); Public relations; Sociology; Microblogging; Political science; Media studies; Law; Pedagogy","score_opus":0.0662879412336942,"score_gpt":0.3762839345526459,"score_spread":0.3099959933189517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214146077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93236786,0.00048273843,0.0022171054,0.011911327,0.00015241117,0.00020291151,0.00042967475,0.00009230903,0.05214366],"genre_scores_gemma":[0.9745028,0.0004699029,0.0016385464,0.0017851286,0.00005384877,0.000110598034,0.00021139643,0.000103152626,0.0211247],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99269086,0.0037391298,0.00015526939,0.00048999285,0.0012788675,0.0016459122],"domain_scores_gemma":[0.9901308,0.005386888,0.0007336511,0.00044030527,0.0019108406,0.0013974849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037671006,0.00069956185,0.00048452563,0.0019536428,0.032541506,0.007327993,0.0022333974,0.004777251,0.0058183596],"category_scores_gemma":[0.010974731,0.00046962604,0.00048187724,0.0042713704,0.008488184,0.0037956815,0.004270383,0.0038103217,0.001151121],"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":[0.000109711305,0.00012102036,0.011547106,0.00014343728,0.0000145726735,0.011763797,0.9444242,0.0002589881,0.0016770756,0.0082656555,0.009863406,0.011811129],"study_design_scores_gemma":[0.000009014072,0.000028562097,0.0052312263,0.000064737505,0.000011234768,0.00087665516,0.94065607,0.00040055305,0.000657826,0.00045089948,0.05156936,0.00004388538],"about_ca_topic_score_codex":0.7320811,"about_ca_topic_score_gemma":0.88059926,"teacher_disagreement_score":0.26791888,"about_ca_system_score_codex":0.026065558,"about_ca_system_score_gemma":0.018664168,"threshold_uncertainty_score":0.53899336},"labels":[],"label_agreement":null},{"id":"W3216660664","doi":"10.1123/cssm.2020-0028","title":"Recovering From the Houston Astros’ Sign-Stealing Scandal: A Case Study on Protecting a Professional Sport Organization’s Reputation Through Crisis Communication","year":2021,"lang":"en","type":"article","venue":"Case Studies in Sport Management","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"League; Reputation; Crisis communication; Officer; Sign (mathematics); Public relations; Political science; Professional sport; Management; Chief executive officer; Law; Economics","score_opus":0.06936965773584604,"score_gpt":0.39344136419785497,"score_spread":0.32407170646200895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216660664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9333129,0.0009777559,0.0018821586,0.025396256,0.00027869683,0.00026221474,0.00006998854,0.000029350293,0.037790623],"genre_scores_gemma":[0.98240894,0.0015913512,0.0015601082,0.0033744613,0.00015698593,0.00013977232,0.000043453412,0.000032170297,0.010692802],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99300027,0.004802931,0.00015028297,0.00027412616,0.0006016956,0.0011706243],"domain_scores_gemma":[0.9914522,0.004172752,0.0010482357,0.00032005287,0.00086512236,0.002141566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045257714,0.00078669307,0.0004941435,0.0016179195,0.029352946,0.006276721,0.002441909,0.00650373,0.0048362855],"category_scores_gemma":[0.010690086,0.0005240888,0.00049358263,0.0015842649,0.009014259,0.00457399,0.005821596,0.0072526904,0.0008957978],"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":[0.00011781929,0.0016160395,0.013854115,0.00033908323,0.000027471491,0.049890526,0.8754168,0.0005447306,0.00070873694,0.018238092,0.021758767,0.017487792],"study_design_scores_gemma":[0.000012055497,0.000118355056,0.0021548416,0.00017433306,0.000007929581,0.0034765825,0.9707328,0.00033403529,0.00018027639,0.0010320045,0.0217551,0.000021681299],"about_ca_topic_score_codex":0.020004602,"about_ca_topic_score_gemma":0.05944199,"teacher_disagreement_score":0.029352946,"about_ca_system_score_codex":0.006028831,"about_ca_system_score_gemma":0.0064042215,"threshold_uncertainty_score":0.04374242},"labels":[],"label_agreement":null},{"id":"W35029146","doi":"10.7554/elife.72202","title":"Using PR strategies to enhance public relations in state secondary schools","year":2008,"lang":"en","type":"dissertation","venue":"eLife","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"CLARITY; Public relations; Audit; Political science; Work (physics); State (computer science); Engineering; Business","score_opus":0.051292688227505864,"score_gpt":0.4053857341757871,"score_spread":0.3540930459482812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W35029146","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.493534,0.0005901571,0.04231477,0.014331276,0.00046621115,0.0007563046,0.00031850283,0.0015806684,0.44610813],"genre_scores_gemma":[0.9339411,0.00030985635,0.01130661,0.00056620647,0.000082679326,0.00022662636,0.00010985073,0.0000770124,0.05338003],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993905,0.00026936692,0.000018742492,0.00007192231,0.00010485343,0.00014465384],"domain_scores_gemma":[0.9982493,0.00048990746,0.0002989735,0.000270969,0.00023516994,0.00045579928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009926273,0.0002691569,0.00014882315,0.0006901089,0.0015656927,0.0017411661,0.00050309574,0.0006554705,0.028917367],"category_scores_gemma":[0.0032425295,0.000116039,0.0002529192,0.00078750384,0.0010230956,0.0017728539,0.0019900147,0.0009411474,0.00434886],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056445086,0.0035963824,0.011833945,0.0006352746,0.000053860913,0.0008692264,0.015459641,0.0042569274,0.05782977,0.29033723,0.041007884,0.57355547],"study_design_scores_gemma":[0.000500358,0.0030302436,0.04112922,0.00031051223,0.00014939132,0.0010752021,0.02458402,0.015985882,0.07554484,0.12086187,0.716737,0.00009136734],"about_ca_topic_score_codex":0.001588135,"about_ca_topic_score_gemma":0.004262651,"teacher_disagreement_score":0.028917367,"about_ca_system_score_codex":0.001643469,"about_ca_system_score_gemma":0.00215116,"threshold_uncertainty_score":0.09673822},"labels":[],"label_agreement":null},{"id":"W3678910","doi":"","title":"How to react as a company towards negative consumer UGC to avoid a bigger company crisis","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Crisis communication; Embarrassment; Business; Agency (philosophy); Public relations; Service (business); Advertising; Marketing; Political science; Sociology; Psychology","score_opus":0.03508801960217277,"score_gpt":0.35119418992890483,"score_spread":0.31610617032673205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3678910","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4023595,0.0054070596,0.028606331,0.29673132,0.0037457284,0.00088666886,0.0000811217,0.0015587136,0.26062357],"genre_scores_gemma":[0.88178605,0.0035553514,0.02221976,0.036438443,0.0006747615,0.00054497115,0.000098634104,0.0003691157,0.054312963],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99378914,0.0042413976,0.00014419526,0.0004095013,0.000822,0.00059377146],"domain_scores_gemma":[0.99338853,0.0022191983,0.00058957015,0.0004969718,0.0014810825,0.0018245969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061087413,0.0008118122,0.00037341844,0.00077107677,0.0048370683,0.008988083,0.0012616833,0.0064093755,0.007587468],"category_scores_gemma":[0.012188379,0.00038418768,0.00044173122,0.0003648051,0.00591221,0.008364349,0.0037368082,0.0043954924,0.004843876],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037549107,0.0010953847,0.017814618,0.001801015,0.00012786106,0.0043346533,0.4313964,0.0006881407,0.02002038,0.045869138,0.19246179,0.2840152],"study_design_scores_gemma":[0.000089540765,0.000487358,0.011695006,0.00092659146,0.00007295181,0.0021069592,0.47358498,0.0013793414,0.0046232557,0.015555914,0.48925856,0.00021946436],"about_ca_topic_score_codex":0.0032146836,"about_ca_topic_score_gemma":0.0037857725,"teacher_disagreement_score":0.008988083,"about_ca_system_score_codex":0.0017173045,"about_ca_system_score_gemma":0.00232281,"threshold_uncertainty_score":0.032306552},"labels":[],"label_agreement":null},{"id":"W4200219564","doi":"10.1007/978-3-319-23514-1_1304-1","title":"Corporate Crisis Management and Business Ethics","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Public Relations and Crisis Communication","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":"Trent University","funders":"","keywords":"Business ethics; Business; Management; Economics","score_opus":0.12696019871548572,"score_gpt":0.3277631743201446,"score_spread":0.2008029756046589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200219564","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006795426,0.009964886,0.0014436005,0.008159836,0.0006644125,0.000018972747,0.000010498871,0.000014515396,0.9790437],"genre_scores_gemma":[0.059698947,0.009002862,0.0009905155,0.0050109476,0.0013063836,0.00008602108,0.000030246043,0.000056589393,0.92381746],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99920875,0.0004157354,0.0000146192815,0.000041076793,0.00024333376,0.000076487],"domain_scores_gemma":[0.99928564,0.00046350545,0.000033019376,0.00003918867,0.0001197442,0.000058927206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008508944,0.00053205533,0.0002691741,0.0009413482,0.0025826823,0.0066872644,0.0005571069,0.0033375525,0.016160421],"category_scores_gemma":[0.0016632883,0.0002337038,0.0001316481,0.0011723237,0.0060444986,0.0034361929,0.001306014,0.003968532,0.0041217697],"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":[0.0000021078565,0.000013141239,0.000024428198,0.000028703707,8.192184e-7,0.000026663583,0.0011121281,0.00012567648,0.0000367007,0.90331835,0.07976763,0.015543621],"study_design_scores_gemma":[0.0000028971401,0.000005724031,0.00015710523,0.00017786097,0.0000010849469,0.000054859924,0.0010894126,0.00022740163,0.00006170633,0.39181733,0.60639983,0.0000047842946],"about_ca_topic_score_codex":0.0042055235,"about_ca_topic_score_gemma":0.009372589,"teacher_disagreement_score":0.016160421,"about_ca_system_score_codex":0.003686574,"about_ca_system_score_gemma":0.0032432817,"threshold_uncertainty_score":0.05406201},"labels":[],"label_agreement":null},{"id":"W4200331597","doi":"10.33137/cjalrcbu.v7.36442","title":"Genealogy of Refusal","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Academic Librarianship","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"University of Northern British Columbia; University of Notre Dame; University of British Columbia; University of Wisconsin-Milwaukee","keywords":"Narrative; Media studies; Framing (construction); Scarcity; Sociology; History; Literature; Art","score_opus":0.06415974602144565,"score_gpt":0.3211669310383624,"score_spread":0.2570071850169168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200331597","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32317245,0.0063549215,0.02547072,0.13050097,0.0015703951,0.00012713438,0.0003639286,0.00041438662,0.5120251],"genre_scores_gemma":[0.9744546,0.0006741013,0.0012328447,0.0036459856,0.00013319963,0.000066954424,0.00008203068,0.00017779937,0.019532463],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9881734,0.006669247,0.00038219144,0.0018268432,0.0018258322,0.0011225616],"domain_scores_gemma":[0.98615694,0.007829876,0.0011949437,0.0016128641,0.002229655,0.00097574416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009094288,0.00038036704,0.00043984337,0.0036045364,0.017534561,0.010041949,0.0018672042,0.003196432,0.011483429],"category_scores_gemma":[0.02751677,0.0005491417,0.00024929145,0.0023842074,0.04108547,0.013493629,0.007739624,0.0058383527,0.0015505472],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040034363,0.000022361906,0.0026030955,0.00007693304,0.00000921031,0.0006392043,0.52705,0.00006944411,0.00031181038,0.43965024,0.013289512,0.016238183],"study_design_scores_gemma":[0.000014690874,0.00003302069,0.0025220679,0.00048192107,0.000017978464,0.00077205966,0.41446665,0.00037752395,0.0006981423,0.1543589,0.42618978,0.00006735732],"about_ca_topic_score_codex":0.017487414,"about_ca_topic_score_gemma":0.017518567,"teacher_disagreement_score":0.017534561,"about_ca_system_score_codex":0.009330499,"about_ca_system_score_gemma":0.004668804,"threshold_uncertainty_score":0.06769782},"labels":[],"label_agreement":null},{"id":"W4200476551","doi":"10.17742/image.mm.12.2.15","title":"Listening to and Living With Networked Media During a Pandemic","year":2021,"lang":"en","type":"article","venue":"Imaginations Journal of Cross-Cultural Image Studies","topic":"Public Relations and Crisis Communication","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":"Active listening; Pandemic; Coronavirus disease 2019 (COVID-19); Psychology; Sociology; Communication; Telecommunications; Computer science; Medicine","score_opus":0.03726969914148437,"score_gpt":0.4244118284275167,"score_spread":0.3871421292860323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200476551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92264813,0.0024645312,0.0025489137,0.013162374,0.00055228604,0.000057562553,0.000047184327,0.00004750653,0.05847158],"genre_scores_gemma":[0.99461913,0.0008435021,0.00047677598,0.0010238468,0.00014399645,0.000033132455,0.000014272083,0.000026106052,0.0028193558],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9955556,0.0032958146,0.000088311164,0.0002251037,0.00035035628,0.00048481542],"domain_scores_gemma":[0.9955254,0.0029461987,0.00051908504,0.00022195479,0.00019164232,0.0005956791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036862465,0.0003297831,0.00033678097,0.0008878397,0.006767254,0.006678566,0.0008988497,0.0024657922,0.0035395492],"category_scores_gemma":[0.011989194,0.00031194536,0.00030659948,0.00043179674,0.009752084,0.0066832304,0.008367058,0.0028268758,0.00043997145],"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":[0.000056181772,0.000049785114,0.004444206,0.0001185364,0.000015308733,0.0014588517,0.9661108,0.00006462217,0.001038794,0.006149682,0.0020094872,0.018483758],"study_design_scores_gemma":[0.000009087822,0.0001141248,0.0058819125,0.00025830948,0.00001877761,0.0012164707,0.95604354,0.00009973983,0.00045966773,0.0031964951,0.0326678,0.00003402593],"about_ca_topic_score_codex":0.0018588912,"about_ca_topic_score_gemma":0.003087375,"teacher_disagreement_score":0.006767254,"about_ca_system_score_codex":0.0014105614,"about_ca_system_score_gemma":0.0010183419,"threshold_uncertainty_score":0.01949501},"labels":[],"label_agreement":null},{"id":"W4200478467","doi":"10.1108/ijefm-06-2021-0054","title":"Communicating on social media during a #FestivalEmergency","year":2021,"lang":"en","type":"article","venue":"International Journal of Event and Festival Management","topic":"Public Relations and Crisis Communication","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":"Vancouver Island University; University of Manitoba","funders":"","keywords":"Social media; Conversation; Event (particle physics); Crisis communication; Emergency management; Public relations; Sociology; Psychology; Computer science; Political science; Communication; World Wide Web","score_opus":0.04499129561668728,"score_gpt":0.3672681525215633,"score_spread":0.322276856904876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200478467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98020375,0.00023507157,0.00083138916,0.0009145834,0.00014769442,0.00012584646,0.00034679854,0.000046172165,0.017148709],"genre_scores_gemma":[0.99568945,0.00021898073,0.0007990336,0.00025699535,0.00008695454,0.000114580835,0.00013727794,0.000020790641,0.0026758942],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99877566,0.00065799156,0.000049927512,0.00011064803,0.00019335878,0.00021239325],"domain_scores_gemma":[0.9951722,0.0025878733,0.00094214745,0.00023691084,0.0005083789,0.00055243954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017570691,0.0003880415,0.0002981966,0.0011822314,0.0035910557,0.003538295,0.00054086413,0.0007461997,0.0044494737],"category_scores_gemma":[0.006733186,0.0002283958,0.00024421045,0.00072068657,0.0017591438,0.0031415678,0.0031874035,0.00092111016,0.0006512397],"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":[0.0006023545,0.0003182049,0.1360967,0.0010417282,0.00009845775,0.003974227,0.7564052,0.00068113697,0.009972847,0.004455333,0.011194417,0.07515949],"study_design_scores_gemma":[0.000029071076,0.0005396278,0.18428375,0.0005465712,0.000052359937,0.00056774064,0.75570804,0.0008695013,0.002025166,0.0015742886,0.053690176,0.00011365668],"about_ca_topic_score_codex":0.004856763,"about_ca_topic_score_gemma":0.014231721,"teacher_disagreement_score":0.004856763,"about_ca_system_score_codex":0.0011753176,"about_ca_system_score_gemma":0.0009094064,"threshold_uncertainty_score":0.014885008},"labels":[],"label_agreement":null},{"id":"W4205408622","doi":"10.1785/0220210269","title":"Communication Officers? Why? …Because They Can Help","year":2022,"lang":"en","type":"article","venue":"Seismological Research Letters","topic":"Public Relations and Crisis Communication","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":"Geological Survey of Canada","funders":"","keywords":"Misinformation; Schedule; Computer science; Computer security; Telecommunications; Internet privacy; Operations research; Engineering","score_opus":0.13281139603077083,"score_gpt":0.4095996942888357,"score_spread":0.27678829825806484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205408622","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027583279,0.0054097995,0.00074009673,0.9516936,0.0074430336,0.00004304847,0.000058091413,0.00013476127,0.031719238],"genre_scores_gemma":[0.2717688,0.027011378,0.004781005,0.5490561,0.018919667,0.00050826254,0.00025752198,0.0004094579,0.12728772],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98601365,0.007963656,0.00035475704,0.0008969748,0.0017187683,0.0030520945],"domain_scores_gemma":[0.9447087,0.011908304,0.0043310337,0.0018277317,0.01350178,0.023722365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0084716175,0.0008797089,0.0006754684,0.0014620494,0.011952513,0.011563407,0.0014364148,0.008885537,0.06386319],"category_scores_gemma":[0.052019108,0.000525215,0.0005903904,0.0010727803,0.006251776,0.013568881,0.0057638823,0.012113714,0.029307932],"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":[0.000057895577,0.00016546842,0.0026573082,0.00045782598,0.000027275524,0.00063169474,0.011890147,0.000041451618,0.00020509367,0.020575762,0.90017456,0.06311554],"study_design_scores_gemma":[0.000054283973,0.00008666335,0.0022232956,0.0021755325,0.000036425394,0.00091597135,0.051151205,0.00012855566,0.00030538975,0.018281275,0.9245578,0.000083612016],"about_ca_topic_score_codex":0.010328148,"about_ca_topic_score_gemma":0.00803635,"teacher_disagreement_score":0.06386319,"about_ca_system_score_codex":0.00447601,"about_ca_system_score_gemma":0.009912958,"threshold_uncertainty_score":0.21364367},"labels":[],"label_agreement":null},{"id":"W4205716253","doi":"10.3390/psych4010005","title":"Engagement Analysis of Canadian Public Health and News Media Facebook Posts and Sentiment Analysis of Corresponding Comments during COVID-19","year":2022,"lang":"en","type":"article","venue":"Psych","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"University of Guelph","keywords":"Coronavirus disease 2019 (COVID-19); Social media; Dissemination; Pandemic; Public relations; Public engagement; Sentiment analysis; 2019-20 coronavirus outbreak; Public health; Information Dissemination; Political science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Key (lock); Psychology; Business; Medicine; Computer science; World Wide Web","score_opus":0.1171326773891981,"score_gpt":0.3918635852719517,"score_spread":0.2747309078827536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205716253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9441835,0.0002490376,0.0006344199,0.0019055393,0.00014024392,0.00040761323,0.014251646,0.00009232723,0.038135715],"genre_scores_gemma":[0.97395974,0.00046401465,0.0014148605,0.00056117325,0.00011531308,0.0006103344,0.0067353863,0.00006011434,0.016079163],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970446,0.0005039217,0.000117912,0.0002583489,0.0013887389,0.0006865115],"domain_scores_gemma":[0.9852367,0.0029832798,0.0016639128,0.00031375347,0.008666262,0.001136103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027719515,0.00039738012,0.0003306567,0.0045685223,0.004607529,0.0024900755,0.0005119067,0.00046934612,0.004878375],"category_scores_gemma":[0.015902758,0.00016602485,0.0002705382,0.005517005,0.00097510935,0.000836386,0.0018464186,0.00084907084,0.00081492943],"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":[0.0012638317,0.00025505925,0.50307757,0.0012260171,0.00011944494,0.0009639431,0.29502586,0.0004509323,0.009172301,0.0030479673,0.063105226,0.12229184],"study_design_scores_gemma":[0.000016770375,0.000073549796,0.7862671,0.00025810662,0.00004471908,0.000060714792,0.15082021,0.001094651,0.0014445997,0.00021994484,0.059584003,0.00011575354],"about_ca_topic_score_codex":0.8831259,"about_ca_topic_score_gemma":0.93588066,"teacher_disagreement_score":0.1168741,"about_ca_system_score_codex":0.014596139,"about_ca_system_score_gemma":0.017033745,"threshold_uncertainty_score":0.23512477},"labels":[],"label_agreement":null},{"id":"W4205923608","doi":"10.24002/jik.v18i2.2396","title":"MEDIA SOSIAL (TWITTER) UNTUK KOMUNIKASI TANGGAP DARURAT ERUPSI GUNUNGAPI AGUNG 2017","year":2004,"lang":"id","type":"article","venue":"Jurnal ILMU KOMUNIKASI","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Humanities; Computer science; Psychology; Art","score_opus":0.04486156276594919,"score_gpt":0.3198612641243608,"score_spread":0.27499970135841156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205923608","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3607424,0.0036281843,0.0077854674,0.019148814,0.0015748177,0.00037491022,0.013509569,0.0018226736,0.5914132],"genre_scores_gemma":[0.7885705,0.0040168827,0.00501516,0.0015710341,0.00059925887,0.00030205128,0.005401754,0.00046430354,0.19405912],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99942195,0.00013685746,0.000044678494,0.00007719987,0.00021836457,0.000100919104],"domain_scores_gemma":[0.9985019,0.0005830792,0.00024101177,0.00011614192,0.00037857977,0.00017921905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006239114,0.0003877091,0.00023498657,0.0021008484,0.0020571884,0.0048637716,0.00038912543,0.0008008723,0.038724072],"category_scores_gemma":[0.0025702994,0.0002154131,0.00022224146,0.0031360637,0.0006716836,0.003988177,0.0020243004,0.0010175771,0.007017167],"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":[0.00079947663,0.00023715432,0.10451886,0.0021017613,0.000114225506,0.0022415442,0.06195304,0.0010690193,0.017556239,0.05963721,0.16790473,0.5818667],"study_design_scores_gemma":[0.000028378534,0.0001097311,0.08362815,0.00062968995,0.000074106996,0.00051621743,0.045033854,0.002037822,0.007262057,0.0072056605,0.8533587,0.00011565147],"about_ca_topic_score_codex":0.009306456,"about_ca_topic_score_gemma":0.017622855,"teacher_disagreement_score":0.038724072,"about_ca_system_score_codex":0.0011836472,"about_ca_system_score_gemma":0.0013468998,"threshold_uncertainty_score":0.12954491},"labels":[],"label_agreement":null},{"id":"W4206106594","doi":"10.2196/preprints.24883","title":"Examining Tweet Content and Engagement of Canadian Public Health Agencies and Decision Makers During COVID-19: Mixed Methods Analysis (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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; Public Health Ontario; University of Toronto; University of Waterloo","funders":"","keywords":"Public health; Social media; Public engagement; Agency (philosophy); Health communication; Public relations; Outreach; Officer; Political science; Medicine; Psychology; Sociology; Nursing","score_opus":0.3917676539895513,"score_gpt":0.4433537758432306,"score_spread":0.05158612185367928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206106594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84315586,0.0040925937,0.012004169,0.0047978885,0.00044819416,0.0135457525,0.10622002,0.00022420814,0.015511364],"genre_scores_gemma":[0.8968773,0.0018533047,0.024218312,0.00391012,0.00021213162,0.035985354,0.027443126,0.00015522071,0.009345162],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.988003,0.0035065075,0.0012383324,0.0017703512,0.0039097816,0.0015719887],"domain_scores_gemma":[0.95190763,0.023281137,0.0047988184,0.0022979483,0.016586654,0.0011277503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014287649,0.0007349068,0.00114613,0.004711392,0.005252821,0.003782285,0.0021842704,0.0012080859,0.0055883564],"category_scores_gemma":[0.061027102,0.0007227368,0.0016021712,0.011117903,0.0013033671,0.0014519548,0.0023735003,0.0011944597,0.00063334574],"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":[0.0021529358,0.0007209015,0.6506809,0.008719058,0.0020400535,0.0005011933,0.10170347,0.0011566781,0.002141194,0.0048680715,0.061446328,0.16386922],"study_design_scores_gemma":[0.00031009884,0.00058076397,0.83662176,0.0028168487,0.0012683304,0.00009501208,0.07602171,0.004812024,0.002224877,0.0015884284,0.073248416,0.00041171728],"about_ca_topic_score_codex":0.87023777,"about_ca_topic_score_gemma":0.88461363,"teacher_disagreement_score":0.12976223,"about_ca_system_score_codex":0.023429206,"about_ca_system_score_gemma":0.041197468,"threshold_uncertainty_score":0.2610528},"labels":[],"label_agreement":null},{"id":"W4206318986","doi":"10.7202/1084339ar","title":"Quelle communication de crise pour les PME internationalisées dans un contexte de pandémie ?","year":2021,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Public Relations and Crisis Communication","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":"Political science; Humanities; Context (archaeology); Coronavirus disease 2019 (COVID-19); Geography; Art","score_opus":0.024587478682296438,"score_gpt":0.29467799926861565,"score_spread":0.2700905205863192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206318986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7072156,0.0069379206,0.011070031,0.063610196,0.00048110235,0.00008781718,0.00031706959,0.00007598509,0.2102042],"genre_scores_gemma":[0.9851313,0.0016673397,0.0013757206,0.0013318316,0.00007787123,0.000038037568,0.00005985023,0.000030910436,0.010287097],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933435,0.003991097,0.00015108791,0.0006975267,0.00081846165,0.000998244],"domain_scores_gemma":[0.9918927,0.0037752097,0.0020825407,0.0003476263,0.0009962806,0.00090563693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051687756,0.00037792043,0.0004355959,0.0019089482,0.007653819,0.009753655,0.00079483225,0.0022710573,0.012493587],"category_scores_gemma":[0.010345635,0.0003394466,0.00028190017,0.0033080915,0.01016002,0.008176409,0.004919984,0.0035822608,0.00087619247],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010320143,0.00008945985,0.071012706,0.0005418852,0.000078410354,0.001810695,0.6381299,0.00042479267,0.0012862143,0.21055484,0.0077377167,0.06823024],"study_design_scores_gemma":[0.000014775283,0.00009567132,0.0886073,0.0010420888,0.000052920546,0.00089729595,0.6557929,0.0005898286,0.00060861267,0.018493874,0.23371299,0.00009181757],"about_ca_topic_score_codex":0.0474506,"about_ca_topic_score_gemma":0.049906313,"teacher_disagreement_score":0.0474506,"about_ca_system_score_codex":0.00775967,"about_ca_system_score_gemma":0.006714083,"threshold_uncertainty_score":0.09434879},"labels":[],"label_agreement":null},{"id":"W4206805451","doi":"10.32920/ryerson.14654238.v1","title":"Corporate crises in the digital world: what went wrong with Chipotle?","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Social media; Damages; Analytics; Business; Crisis management; Digital era; Digital media; Crisis communication; Public relations; Social media analytics; Political science; Economics; Management; Data science; Computer science; The Internet","score_opus":0.0817072063640277,"score_gpt":0.32810524610531866,"score_spread":0.24639803974129096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206805451","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13424632,0.024663644,0.0021696957,0.77455074,0.0025564716,0.00006882048,0.0006158042,0.00008233765,0.06104619],"genre_scores_gemma":[0.8704416,0.03792808,0.0029454336,0.0726058,0.0016741196,0.000108115775,0.0004955397,0.00015656385,0.013644776],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973303,0.0012251592,0.00010251727,0.00025601406,0.0005482029,0.0005378469],"domain_scores_gemma":[0.9916773,0.0043464242,0.0009705048,0.00039284743,0.0014389812,0.0011739716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004169666,0.0004777826,0.0005143314,0.0022327397,0.008612314,0.018652143,0.0010868075,0.0044571348,0.0067936187],"category_scores_gemma":[0.015869502,0.00026633387,0.00038427595,0.0038751205,0.010325886,0.03109999,0.006946699,0.0060882987,0.000992859],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036561146,0.0002362343,0.04655197,0.00164048,0.00008611932,0.0048114783,0.24047886,0.0008032594,0.0006702247,0.24052347,0.2206696,0.24316278],"study_design_scores_gemma":[0.000016534286,0.0000878191,0.018273627,0.0032943673,0.00003034466,0.00096859905,0.56587,0.0007931172,0.0007055685,0.07040992,0.33942524,0.00012491886],"about_ca_topic_score_codex":0.020638084,"about_ca_topic_score_gemma":0.033452194,"teacher_disagreement_score":0.020638084,"about_ca_system_score_codex":0.0069595138,"about_ca_system_score_gemma":0.0048333695,"threshold_uncertainty_score":0.05049503},"labels":[],"label_agreement":null},{"id":"W4210896295","doi":"10.1111/beer.12417","title":"Blame and culpability in explaining changes in perceptions of corporate social responsibility and credibility","year":2022,"lang":"en","type":"article","venue":"Business Ethics the Environment & Responsibility","topic":"Public Relations and Crisis Communication","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 Laval","funders":"","keywords":"Culpability; Credibility; Blame; Corporate social responsibility; Attribution; Perception; Social psychology; Shame; Shareholder; Psychology; Public relations; Political science; Business; Corporate governance; Criminology; Law; Finance","score_opus":0.09344618227355936,"score_gpt":0.3377286440671253,"score_spread":0.24428246179356597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210896295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99673283,0.000045834502,0.0008763421,0.00011642298,0.0000039942292,0.000011656114,0.0000104597375,0.0000042384995,0.0021983397],"genre_scores_gemma":[0.9997869,0.000012226645,0.000121697754,0.000006016016,0.0000011562311,0.0000033118001,0.0000051214442,8.1853983e-7,0.000062633706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99720216,0.0017412853,0.0001251239,0.00017379856,0.0005800164,0.00017756036],"domain_scores_gemma":[0.92160994,0.058468413,0.012524119,0.0028236837,0.003235571,0.0013382061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049809767,0.00024873685,0.00024269566,0.0011314922,0.0004865076,0.0020861975,0.00037468522,0.00084817124,0.0035491788],"category_scores_gemma":[0.038822204,0.00023720405,0.0003890262,0.00057955063,0.002270943,0.0013260887,0.0014869743,0.0013748483,0.0001347321],"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":[0.00049685145,0.0006702798,0.91559887,0.00016656943,0.00021790464,0.0003433166,0.04561091,0.0036507705,0.002046848,0.005272913,0.00025579828,0.02566892],"study_design_scores_gemma":[0.000025469966,0.00020785138,0.9573688,0.0001202245,0.00006087796,0.00014446655,0.021550247,0.013351305,0.0006285559,0.0056056757,0.0008793695,0.00005728377],"about_ca_topic_score_codex":0.003709786,"about_ca_topic_score_gemma":0.0033341867,"teacher_disagreement_score":0.0049809767,"about_ca_system_score_codex":0.0012292683,"about_ca_system_score_gemma":0.0007078531,"threshold_uncertainty_score":0.026342273},"labels":[],"label_agreement":null},{"id":"W4212969177","doi":"10.15353/joci.v18i1.4749","title":"impact of the pandemic on communication between local government and citizens in a small village in Tuscany","year":2022,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Public Relations and Crisis Communication","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":"Local government; Public relations; Context (archaeology); Government (linguistics); Face-to-face; Face-to-face interaction; Politics; Political science; Mediation; Face (sociological concept); Sociology; Public administration; Geography; Social science","score_opus":0.04320724377937758,"score_gpt":0.3230803029253523,"score_spread":0.2798730591459747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212969177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99797076,0.000054160024,0.000019641722,0.00036235474,0.00000710068,0.000012424604,0.000011076417,0.000003212058,0.0015591922],"genre_scores_gemma":[0.9992372,0.00004188775,0.00002414766,0.000073047966,0.000009531444,0.00001366868,0.00001055547,0.000001760178,0.00058826734],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99817574,0.0011091854,0.000021735756,0.00009122984,0.000084461964,0.0005176407],"domain_scores_gemma":[0.9972364,0.0014240971,0.00033425423,0.000112342546,0.00012335651,0.00076948415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013776165,0.00024792616,0.0003352293,0.00076985947,0.007213052,0.0024421168,0.00069786445,0.00093729625,0.0049811113],"category_scores_gemma":[0.0034254605,0.00024163723,0.00018171969,0.00090075907,0.0076541817,0.0009667336,0.003985566,0.0012435231,0.00029389214],"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":[0.00022350758,0.0002755679,0.083205394,0.0001666287,0.0000139502645,0.014969243,0.88314337,0.0001678344,0.0020633189,0.0012707006,0.0015998308,0.012900645],"study_design_scores_gemma":[0.00001849673,0.000303789,0.19523992,0.00009029855,0.000015029463,0.0007616823,0.79704016,0.00011631731,0.00020931127,0.00019001332,0.005992847,0.000022127555],"about_ca_topic_score_codex":0.054827016,"about_ca_topic_score_gemma":0.102498986,"teacher_disagreement_score":0.054827016,"about_ca_system_score_codex":0.0061027166,"about_ca_system_score_gemma":0.0027579095,"threshold_uncertainty_score":0.10901576},"labels":[],"label_agreement":null},{"id":"W4214718059","doi":"10.1108/ccij-11-2021-0128","title":"Ethical challenges in an evolving digital communication era: coping resources and ethics trainings in corporate communications","year":2022,"lang":"en","type":"article","venue":"Corporate Communications An International Journal","topic":"Public Relations and Crisis Communication","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":"Public relations; Originality; Ethical issues; Engineering ethics; Ethical code; Professional ethics; Psychology; Political science; Engineering; Social psychology; Creativity","score_opus":0.326771428315362,"score_gpt":0.4133873589524476,"score_spread":0.08661593063708561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214718059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97132605,0.0014133025,0.0015100061,0.008792179,0.00013410805,0.000053601565,0.00002411484,0.000015766827,0.016730934],"genre_scores_gemma":[0.9961242,0.00054393086,0.0007085021,0.0010464463,0.000054659507,0.00003236823,0.000016847114,0.000007938547,0.001465165],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9895202,0.0071582394,0.00033079574,0.0006177568,0.0012664442,0.0011066025],"domain_scores_gemma":[0.9690396,0.016579902,0.006374437,0.0009806711,0.0016171881,0.0054082014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071750097,0.00034168424,0.00040865954,0.0013663957,0.0059247585,0.009621213,0.00093587965,0.0020224266,0.004989352],"category_scores_gemma":[0.023083042,0.00037497914,0.00032216887,0.0008449206,0.0061033187,0.006799976,0.008181813,0.0026890861,0.00044009456],"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":[0.00012797664,0.00081207434,0.13644941,0.0005822124,0.00007303296,0.0038333472,0.7385766,0.00028861474,0.0015254148,0.018215293,0.005948046,0.09356811],"study_design_scores_gemma":[0.000021711387,0.00014936448,0.038935304,0.0004434869,0.000026316193,0.0022134108,0.91561407,0.00059780676,0.0003406681,0.008726082,0.03287805,0.000053755368],"about_ca_topic_score_codex":0.0011646864,"about_ca_topic_score_gemma":0.0018036753,"teacher_disagreement_score":0.009621213,"about_ca_system_score_codex":0.0024944618,"about_ca_system_score_gemma":0.004118336,"threshold_uncertainty_score":0.03794557},"labels":[],"label_agreement":null},{"id":"W4214857222","doi":"10.2139/ssrn.4037523","title":"Tweet in Unison? Examining Content Coordination and Social Media Engagement during Disasters","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Public Relations and Crisis Communication","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":"McGill University","funders":"","keywords":"Unison; Social media; Content (measure theory); Social psychology; Internet privacy; Public relations; Psychology; Political science; Computer science; World Wide Web","score_opus":0.052784456447461305,"score_gpt":0.29252737814904867,"score_spread":0.23974292170158737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214857222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932914,0.00017823826,0.00036072722,0.0005450599,0.000025933501,0.000023219076,0.00027714975,0.000016009059,0.0052822847],"genre_scores_gemma":[0.9977812,0.000112510956,0.00030897098,0.00010544962,0.00003531301,0.000060025875,0.0002485378,0.000021309726,0.0013266719],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981389,0.00073389796,0.00014378734,0.00035283566,0.0003514316,0.00027909124],"domain_scores_gemma":[0.964216,0.020451715,0.009669577,0.001609218,0.0018972363,0.0021562052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022183433,0.00022328433,0.0003345145,0.0019968667,0.0014284219,0.0046328087,0.00075417134,0.001293809,0.006340351],"category_scores_gemma":[0.041870758,0.0003726787,0.00024896036,0.0021927906,0.00066608214,0.004060905,0.0026429964,0.0011073421,0.0011453355],"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":[0.00081069564,0.00040615752,0.8678092,0.00024490323,0.00025765228,0.00032163764,0.076270014,0.00043372993,0.004471307,0.0020132917,0.0029559468,0.044005472],"study_design_scores_gemma":[0.000019102403,0.00015651657,0.9062357,0.00010729695,0.00010921575,0.00013794635,0.08578761,0.0011031398,0.00051246054,0.0012244346,0.004573777,0.000032843025],"about_ca_topic_score_codex":0.008464891,"about_ca_topic_score_gemma":0.012890289,"teacher_disagreement_score":0.008464891,"about_ca_system_score_codex":0.00082489505,"about_ca_system_score_gemma":0.0007376141,"threshold_uncertainty_score":0.02121061},"labels":[],"label_agreement":null},{"id":"W4214916915","doi":"10.15173/mjc.v13i1.3054","title":"Ready, communicators: Communications and public relations in the Metaverse","year":2022,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Acknowledgement; Unconscious mind; Crisis communication; Media bias; Public relations; Closing (real estate); Media studies; Sociology; Fake news; Internet privacy; Political science; Computer science; Psychology; Computer security; Law","score_opus":0.07541798343083207,"score_gpt":0.3358422808826826,"score_spread":0.26042429745185053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214916915","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0065282057,0.069027066,0.005416738,0.71720827,0.06594387,0.000043769945,0.00008066641,0.00016659916,0.13558476],"genre_scores_gemma":[0.49974057,0.102572344,0.0061863977,0.11827927,0.15485114,0.0001779374,0.00012971828,0.0007249132,0.117337674],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9926952,0.0044854865,0.00028055912,0.00033346593,0.0017403766,0.00046486786],"domain_scores_gemma":[0.98118156,0.014110208,0.001241537,0.00054964854,0.0018339913,0.0010828859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005381619,0.0007609142,0.00058961107,0.003270381,0.00993351,0.02847194,0.0014682855,0.0077281296,0.008292175],"category_scores_gemma":[0.0223933,0.0003560279,0.00040997544,0.0030882515,0.020199787,0.018142005,0.004451618,0.009034485,0.0014274231],"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":[0.000041109066,0.000012973556,0.00040602338,0.0007006723,0.000030095687,0.00039440734,0.06324266,0.00009251798,0.00030146836,0.57446665,0.3268167,0.033494696],"study_design_scores_gemma":[0.0000104304,0.00001933878,0.0006782167,0.001131648,0.000023123182,0.00026442067,0.03545793,0.00018963116,0.00022793813,0.095511384,0.86644715,0.000038775226],"about_ca_topic_score_codex":0.014172365,"about_ca_topic_score_gemma":0.023507318,"teacher_disagreement_score":0.02847194,"about_ca_system_score_codex":0.0061145946,"about_ca_system_score_gemma":0.008346968,"threshold_uncertainty_score":0.04436463},"labels":[],"label_agreement":null},{"id":"W4220985858","doi":"10.1177/21674795211067471","title":"Playoff Losses, Mayoral Politics, Image Repair, and Inoculation: Open Letter Sport Communication","year":2022,"lang":"en","type":"article","venue":"Communication & Sport","topic":"Public Relations and Crisis Communication","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":"Rhetoric; Rhetorical question; Politics; League; Political science; Media studies; Sociology; Art; Law; Literature; Linguistics; Philosophy","score_opus":0.032692669313554336,"score_gpt":0.3381024988102356,"score_spread":0.3054098294966812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220985858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63519114,0.0015865131,0.008463013,0.03728847,0.001077263,0.00012582014,0.00018422276,0.00013868489,0.3159449],"genre_scores_gemma":[0.98696136,0.0002175264,0.00063619413,0.0015074951,0.00015810569,0.000033397748,0.000040308354,0.00004784426,0.010397793],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99259233,0.0046841823,0.00015255675,0.00038278004,0.0012544245,0.00093388907],"domain_scores_gemma":[0.9839536,0.01100848,0.0020369282,0.0005942876,0.0010696385,0.0013370749],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045950282,0.0004894965,0.00028539955,0.0016926129,0.015210075,0.011193775,0.00095790153,0.0029033525,0.00778949],"category_scores_gemma":[0.016979435,0.00024716146,0.00023415546,0.0013103861,0.01766192,0.005399029,0.0057356283,0.0046497686,0.0007666832],"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":[0.00014588707,0.000073693685,0.007677876,0.00018994462,0.000012270291,0.0011324635,0.8729521,0.00011920328,0.00067659933,0.084737964,0.013972419,0.018309537],"study_design_scores_gemma":[0.000019325316,0.000078575285,0.011559617,0.0003691037,0.000017322276,0.00050724886,0.83489645,0.00052614615,0.00082295283,0.008966164,0.14218731,0.000049749444],"about_ca_topic_score_codex":0.028762726,"about_ca_topic_score_gemma":0.055795565,"teacher_disagreement_score":0.028762726,"about_ca_system_score_codex":0.009655172,"about_ca_system_score_gemma":0.0047044856,"threshold_uncertainty_score":0.07005352},"labels":[],"label_agreement":null},{"id":"W4224308835","doi":"10.1111/deci.12563","title":"To talk or not?: An analysis of firm‐initiated social media communication's impact on firm value preservation during a massive disruption across multiple firms and industries","year":2022,"lang":"en","type":"article","venue":"Decision Sciences","topic":"Public Relations and Crisis Communication","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":"Trinity College","funders":"","keywords":"Shareholder value; Shareholder; Enterprise value; Valuation (finance); Social media; Business; Extant taxon; Value (mathematics); Market value; Economies of scale; Marketing; Economics; Industrial organization; Accounting; Corporate governance; Finance","score_opus":0.1455256656133572,"score_gpt":0.44503055977035844,"score_spread":0.2995048941570012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224308835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99765897,0.00006283567,0.00019262386,0.00029259466,0.0000075784715,0.000019012743,0.0006148995,0.000006963993,0.0011444881],"genre_scores_gemma":[0.998803,0.000051599145,0.00016059563,0.000041511958,0.000016482016,0.000028822747,0.0005024526,0.0000040136183,0.00039145641],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990846,0.00030928402,0.000072541654,0.00012610847,0.00021077282,0.0001966737],"domain_scores_gemma":[0.9784726,0.014235447,0.004828146,0.000408394,0.0011504547,0.00090493774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001347522,0.00025590442,0.00032851848,0.0017773752,0.0006060769,0.0018705844,0.00049763947,0.00080011523,0.002651846],"category_scores_gemma":[0.011738802,0.00016223939,0.00044979627,0.0023277127,0.00046087158,0.0018116868,0.0010934288,0.0012750396,0.00064605766],"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":[0.0003110344,0.00044675756,0.97472024,0.00012396222,0.00015649997,0.00037722162,0.0035272425,0.0023142183,0.001096396,0.00077176857,0.0015385012,0.014616166],"study_design_scores_gemma":[0.000011942271,0.00025941338,0.96824485,0.00003901786,0.000096482676,0.00009971763,0.012520438,0.015625834,0.0006007014,0.00055331865,0.0019154259,0.000032735727],"about_ca_topic_score_codex":0.0112878885,"about_ca_topic_score_gemma":0.010168386,"teacher_disagreement_score":0.0112878885,"about_ca_system_score_codex":0.00090139825,"about_ca_system_score_gemma":0.0005232103,"threshold_uncertainty_score":0.022444367},"labels":[],"label_agreement":null},{"id":"W4225096481","doi":"10.15353/joci.v18i1","title":"The impact of the pandemic on communication between local government and citizens in a small village in Tuscany","year":2022,"lang":"en","type":"paratext","venue":"The Journal of Community Informatics","topic":"Public Relations and Crisis Communication","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":0.04414462474584259,"score_gpt":0.33906957065999305,"score_spread":0.29492494591415047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225096481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978498,0.000063766885,0.000018432696,0.00041141498,0.000006635454,0.000011396773,0.000009822964,0.0000024898525,0.0016262641],"genre_scores_gemma":[0.9992055,0.00005370369,0.000024532907,0.00008138028,0.000010370783,0.000013515089,0.00001017256,0.0000020245323,0.0005988209],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978442,0.0013028503,0.000025202897,0.0001065263,0.00009776624,0.0006233528],"domain_scores_gemma":[0.99699426,0.0016649839,0.00035842613,0.00011982838,0.00013960928,0.0007227748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015715244,0.00025444565,0.00033959968,0.0009374776,0.008406592,0.003008944,0.0008229198,0.0010705241,0.0045031826],"category_scores_gemma":[0.0038249488,0.0002737864,0.00019146106,0.001115579,0.009125547,0.0012234667,0.00437701,0.0014155686,0.0002881385],"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":[0.00013879474,0.0001795752,0.056312818,0.00013128722,0.000009080233,0.009900062,0.91954446,0.000103160026,0.0013538492,0.001091089,0.0011459559,0.010089741],"study_design_scores_gemma":[0.000012979693,0.00019990021,0.15463926,0.0000765033,0.000011761387,0.00062812614,0.83917624,0.000082582235,0.00016030649,0.00015956718,0.0048343157,0.000018496592],"about_ca_topic_score_codex":0.06824327,"about_ca_topic_score_gemma":0.13519038,"teacher_disagreement_score":0.06824327,"about_ca_system_score_codex":0.0071133617,"about_ca_system_score_gemma":0.002914964,"threshold_uncertainty_score":0.13569212},"labels":[],"label_agreement":null},{"id":"W4229763822","doi":"10.1002/9781405186407.wbiecs015","title":"Schramm, Wilbur","year":2008,"lang":"en","type":"other","venue":"The International Encyclopedia of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Library science; Computer science; Mathematics","score_opus":0.019410291978201245,"score_gpt":0.3101065208695856,"score_spread":0.29069622889138436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229763822","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020444547,0.066409945,0.0026461584,0.02625538,0.014468349,0.00006196315,0.0008868836,0.00067338767,0.88655347],"genre_scores_gemma":[0.014991969,0.025599089,0.0010199172,0.0024778766,0.0012363521,0.00006081901,0.0003354457,0.0003738746,0.9539047],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991835,0.000089153065,0.00003415584,0.00024267247,0.00038345443,0.000067136],"domain_scores_gemma":[0.99946374,0.00014603577,0.00004471438,0.00006003038,0.00016895964,0.00011653485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047976803,0.00087414024,0.0005037615,0.0010357576,0.0011212645,0.002904464,0.0006664012,0.0014050115,0.20600024],"category_scores_gemma":[0.0031152482,0.00028586766,0.00019566593,0.0008762584,0.0007297432,0.0024113434,0.0018139197,0.0026523934,0.13536036],"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":[0.000026493683,0.00002576532,0.00014604887,0.00017425485,0.0000032592086,0.00024986517,0.00037436193,0.0001324021,0.0003668518,0.042373817,0.7355667,0.22056027],"study_design_scores_gemma":[0.000001133315,0.000004037367,0.00009934736,0.00008068737,5.9212397e-7,0.00014977717,0.000063863066,0.000026758238,0.000104421604,0.0018420931,0.9976247,0.0000025949978],"about_ca_topic_score_codex":0.0016389365,"about_ca_topic_score_gemma":0.002267266,"teacher_disagreement_score":0.20600024,"about_ca_system_score_codex":0.0009811756,"about_ca_system_score_gemma":0.0011038886,"threshold_uncertainty_score":0.6891395},"labels":[],"label_agreement":null},{"id":"W4230540148","doi":"10.1007/978-3-319-45596-9_235","title":"Understanding Communication in Disaster Response: A Marketing Strategy Formulation and Implementation Perspective—An Abstract","year":2017,"lang":"en","type":"book-chapter","venue":"Developments in marketing science: proceedings of the Academy of Marketing Science","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Preparedness; Natural disaster; Plan (archaeology); Business; Emergency management; Process management; Perspective (graphical); Public relations; Marketing; Management science; Engineering; Political science; Computer science; Geography","score_opus":0.09239304170595831,"score_gpt":0.39322308647749454,"score_spread":0.30083004477153624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230540148","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030872725,0.0736391,0.10180254,0.14711975,0.0017986178,0.000294707,0.00018732001,0.000137834,0.64414734],"genre_scores_gemma":[0.7270366,0.08411866,0.057257995,0.013884621,0.0021917687,0.00055061607,0.0002425899,0.00017896364,0.11453813],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934536,0.00036520133,0.000020144047,0.00006423818,0.00012731805,0.00007767581],"domain_scores_gemma":[0.9985794,0.0010536658,0.00009185666,0.000040091105,0.0001613196,0.00007364213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015426993,0.0009356287,0.00037862995,0.0013539561,0.0016364005,0.011554325,0.0012222718,0.003365992,0.0075792386],"category_scores_gemma":[0.0020380246,0.00034695628,0.0003458216,0.0017977477,0.0062918365,0.009581763,0.001656645,0.0038692974,0.0010332833],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011112286,0.00009488264,0.0005118584,0.0004903946,0.000012488484,0.0001358171,0.008059711,0.001766186,0.0006186282,0.911887,0.010940175,0.06547179],"study_design_scores_gemma":[0.000015514828,0.000072623014,0.0020272275,0.0028779388,0.000036386573,0.00030488518,0.028441727,0.008311248,0.0013281793,0.6662904,0.2902526,0.000041261206],"about_ca_topic_score_codex":0.0056034913,"about_ca_topic_score_gemma":0.005227314,"teacher_disagreement_score":0.011554325,"about_ca_system_score_codex":0.004384659,"about_ca_system_score_gemma":0.0048331358,"threshold_uncertainty_score":0.031813025},"labels":[],"label_agreement":null},{"id":"W4231118645","doi":"10.33423/jlae.v18i1.4007","title":"Responsible CSR Communications: Avoid “Washing” Your Corporate Social Responsibility (CSR) Reports and Messages","year":2021,"lang":"en","type":"article","venue":"Journal of Leadership Accountability and Ethics","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate social responsibility; Business; Social responsibility; Public relations; Space (punctuation); Political science; Computer science","score_opus":0.4397147539586064,"score_gpt":0.44294717474254774,"score_spread":0.00323242078394137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231118645","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35677,0.0027402604,0.061332837,0.37077796,0.003817559,0.0007547774,0.00016684465,0.001478954,0.20216087],"genre_scores_gemma":[0.9486171,0.0011240068,0.012735439,0.017236786,0.00038720973,0.00021488893,0.00006356832,0.00020982936,0.019411158],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9641124,0.024108237,0.001018879,0.0011661904,0.0065387324,0.003055473],"domain_scores_gemma":[0.9478208,0.021487365,0.008875009,0.0032514103,0.011030115,0.0075352825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02420151,0.0007865427,0.0003847059,0.0015082081,0.018012775,0.0112701375,0.0015965377,0.0057151313,0.005062486],"category_scores_gemma":[0.047664087,0.0005254574,0.00039473042,0.0009583644,0.01715724,0.010725595,0.009759597,0.006997805,0.0015670566],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006794912,0.0001615999,0.01067376,0.000753967,0.00003216142,0.0013247698,0.78548247,0.00028938445,0.0051587154,0.047884837,0.06878366,0.07938674],"study_design_scores_gemma":[0.000017485432,0.00012596381,0.007674674,0.0008750821,0.00002742562,0.0010412651,0.60129845,0.0006017868,0.0027240233,0.024002101,0.36147973,0.00013195205],"about_ca_topic_score_codex":0.024305103,"about_ca_topic_score_gemma":0.028326428,"teacher_disagreement_score":0.024305103,"about_ca_system_score_codex":0.006904283,"about_ca_system_score_gemma":0.019378556,"threshold_uncertainty_score":0.12799138},"labels":[],"label_agreement":null},{"id":"W4231713725","doi":"10.32920/ryerson.14661267.v1","title":"Impossible or Inevitable?: Suggestions for Future Youth - Police Communication Online","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Officer; Public relations; Social media; Standardization; Reputation; Rumor; Community policing; Political science; Sociology; Criminology; Psychology; Law","score_opus":0.08492972727513187,"score_gpt":0.3964551935454468,"score_spread":0.3115254662703149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231713725","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06588566,0.018796824,0.01147171,0.77440405,0.004454018,0.0009998729,0.00056227925,0.00059805013,0.12282748],"genre_scores_gemma":[0.70832276,0.07317606,0.066840395,0.06756338,0.002416017,0.0032651196,0.0017685189,0.00041417265,0.0762335],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98910415,0.0069920225,0.0004156899,0.0005366074,0.0012417512,0.001709862],"domain_scores_gemma":[0.97920406,0.008469783,0.0011571556,0.00049216126,0.0035970805,0.00707986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016359523,0.0008336834,0.00080987124,0.003949689,0.0153094735,0.01734993,0.004396321,0.0054570227,0.026485262],"category_scores_gemma":[0.027327122,0.00069964613,0.0011561144,0.0037240658,0.010169081,0.032176062,0.00980402,0.006724155,0.004135753],"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":[0.000057276367,0.00033939024,0.019673083,0.0019862922,0.000030734147,0.0032657664,0.5018163,0.00020924686,0.00036347285,0.058106564,0.24240729,0.17174472],"study_design_scores_gemma":[0.000011804888,0.000022293434,0.0029577834,0.0020397524,0.000014220903,0.00045277394,0.7842472,0.0002431532,0.00009742425,0.011923346,0.19794725,0.00004295893],"about_ca_topic_score_codex":0.051039476,"about_ca_topic_score_gemma":0.1601712,"teacher_disagreement_score":0.051039476,"about_ca_system_score_codex":0.011884701,"about_ca_system_score_gemma":0.04012091,"threshold_uncertainty_score":0.101484835},"labels":[],"label_agreement":null},{"id":"W4231901943","doi":"10.1108/ijes-11-2018-067","title":"Editorial","year":2018,"lang":"en","type":"editorial","venue":"International Journal of Emergency Services","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":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":0.014907685111483434,"score_gpt":0.3801733722018271,"score_spread":0.3652656870903437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231901943","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020001865,0.0078670895,0.00045237594,0.05147169,0.87212694,0.000064846325,0.0006405396,0.0003795542,0.06679701],"genre_scores_gemma":[0.0047420077,0.013409342,0.000684944,0.057927925,0.57675797,0.00011761552,0.0016020051,0.0005765513,0.34418166],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948854,0.0006772184,0.00044248102,0.0010419424,0.002429196,0.00052373717],"domain_scores_gemma":[0.98273695,0.0026563199,0.0009776362,0.0014623512,0.008759422,0.0034073687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034781564,0.0013941076,0.0012709728,0.0028706342,0.002604156,0.010492442,0.0024654123,0.0051790075,0.28653014],"category_scores_gemma":[0.023811452,0.0005040214,0.0011998981,0.0014590584,0.0016694847,0.00584368,0.0031873279,0.0069383886,0.17855938],"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":[0.000013216337,0.000007697098,0.00004674173,0.000103975566,0.0000028428874,0.00006526156,0.00002863454,0.000011298562,0.000049578026,0.0012649626,0.98175186,0.016653998],"study_design_scores_gemma":[0.000004369146,0.0000061717164,0.00007305623,0.0001400392,0.0000022337856,0.00009278032,0.00004847062,0.000013282432,0.000036466423,0.00059031765,0.99898916,0.0000036320841],"about_ca_topic_score_codex":0.001352094,"about_ca_topic_score_gemma":0.001907713,"teacher_disagreement_score":0.28653014,"about_ca_system_score_codex":0.002694833,"about_ca_system_score_gemma":0.004306101,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4231910865","doi":"10.22215/etd/2014-10326","title":"\"We Answered the Call\": Strategic Narrative in NATO's Public Diplomacy for Operation Unified Protector","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Government of Alberta","keywords":"Narrative; Public diplomacy; Diplomacy; Alliance; Political science; Power (physics); Public relations; Soft power; Narrative inquiry; Media studies; Sociology; China; Politics; Law; Literature","score_opus":0.0653768677284086,"score_gpt":0.37235109706065106,"score_spread":0.30697422933224244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231910865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8899967,0.0017186335,0.0016823643,0.023553506,0.00042876115,0.000045503937,0.000063311905,0.000023839119,0.08248731],"genre_scores_gemma":[0.98872536,0.0009052348,0.0003241058,0.0010004549,0.000041471616,0.000027190099,0.000020281163,0.00001822159,0.008937566],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982101,0.0013939962,0.000029811601,0.00006374168,0.00012959044,0.00017278438],"domain_scores_gemma":[0.99766773,0.0012723797,0.00033548553,0.00006649094,0.00018568731,0.0004721638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002626224,0.00029477326,0.0001717683,0.0005770719,0.012346376,0.0058484077,0.00038362166,0.0011142631,0.0026899674],"category_scores_gemma":[0.0049279043,0.00016755189,0.00014415233,0.00065258326,0.009588269,0.0052977595,0.0040098913,0.002903173,0.0003726123],"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":[0.000021714244,0.0000151139475,0.002494288,0.000048114915,0.0000025560644,0.00043859234,0.96967435,0.000029866571,0.0002790086,0.017941935,0.0041235327,0.0049309437],"study_design_scores_gemma":[0.0000016935611,0.000010633402,0.001396819,0.0001276149,0.0000021330197,0.00017792465,0.9475508,0.000057389145,0.00017152673,0.00090023177,0.049595587,0.000007704741],"about_ca_topic_score_codex":0.0059724636,"about_ca_topic_score_gemma":0.012827667,"teacher_disagreement_score":0.012346376,"about_ca_system_score_codex":0.0042218636,"about_ca_system_score_gemma":0.0025909215,"threshold_uncertainty_score":0.03063184},"labels":[],"label_agreement":null},{"id":"W4232052768","doi":"10.4324/9780080476797-14","title":"Buzzworthy PR","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Public Relations and Crisis Communication","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":"Intrinsik (Canada)","funders":"","keywords":"Computer science","score_opus":0.0888407043086246,"score_gpt":0.3640041459678142,"score_spread":0.2751634416591896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232052768","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027124438,0.0033873033,0.0011671032,0.007139553,0.0020493346,0.00003412661,0.00016745883,0.00031350864,0.9854703],"genre_scores_gemma":[0.0008806785,0.0007995698,0.00029346708,0.00121575,0.00016064085,0.000011094075,0.00004632103,0.000108920525,0.99648356],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995484,0.00005922923,0.000013387817,0.00009246373,0.00022530988,0.00006121921],"domain_scores_gemma":[0.99946135,0.00011368794,0.000017786753,0.00008224511,0.0002324269,0.00009246925],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054988835,0.0008022518,0.0004974159,0.0019705205,0.0032574912,0.0043463255,0.00094426854,0.002664395,0.39341375],"category_scores_gemma":[0.0021019562,0.0004260385,0.00037048318,0.0013326748,0.0012534998,0.0040115505,0.0024138857,0.004443707,0.2142104],"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":[0.000008633771,0.000013735733,0.00006622846,0.000036939076,0.0000014281505,0.00005877945,0.00020191808,0.000033183733,0.00010797254,0.03738744,0.85795563,0.10412814],"study_design_scores_gemma":[0.000001406792,0.0000023168543,0.000076777185,0.000037733054,7.8337706e-7,0.00004852224,0.00009621423,0.000023526585,0.000055726126,0.0045116735,0.99514306,0.0000023656503],"about_ca_topic_score_codex":0.007875663,"about_ca_topic_score_gemma":0.0282475,"teacher_disagreement_score":0.39341375,"about_ca_system_score_codex":0.0013818041,"about_ca_system_score_gemma":0.0014849945,"threshold_uncertainty_score":0.8652217},"labels":[],"label_agreement":null},{"id":"W4232291097","doi":"10.17645/mac.v9i3.4118","title":"Spinning at the Border: Employee Activism in ‘Big PR’","year":2021,"lang":"en","type":"article","venue":"Media and Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Legitimation; Sociology; Agency (philosophy); Interpretation (philosophy); Identity (music); Power (physics); Public relations; Law; Political science; Politics; Social science; Aesthetics; Linguistics","score_opus":0.03630988448367758,"score_gpt":0.3387155621483929,"score_spread":0.3024056776647153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232291097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.717901,0.0013059074,0.0069021424,0.02492947,0.00062097365,0.000099574514,0.00008880063,0.0001331998,0.24801883],"genre_scores_gemma":[0.99109966,0.0001719172,0.0005116943,0.0012788082,0.00012211221,0.00003600173,0.000024404026,0.000060038397,0.0066951937],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9916238,0.0057070996,0.00014469832,0.00062663126,0.0008263495,0.0010714101],"domain_scores_gemma":[0.9900793,0.0065723937,0.0013152523,0.0006956215,0.00039719546,0.000940297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054351673,0.00050471607,0.0002948199,0.0018402325,0.01457084,0.011131982,0.0011498082,0.004197984,0.007847301],"category_scores_gemma":[0.012416755,0.0003346022,0.0003100667,0.0015493709,0.016036233,0.009625208,0.010730915,0.006056448,0.0010614091],"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":[0.00008733602,0.00007764789,0.004701393,0.00011461615,0.000011029778,0.0013453685,0.9297352,0.000066825436,0.00096344517,0.03727352,0.0064716367,0.019152045],"study_design_scores_gemma":[0.000012402485,0.00005826762,0.004749421,0.00019179352,0.0000079646,0.0005309511,0.90380514,0.00024051388,0.00048159875,0.009224892,0.080674775,0.000022260481],"about_ca_topic_score_codex":0.0032437195,"about_ca_topic_score_gemma":0.006560662,"teacher_disagreement_score":0.01457084,"about_ca_system_score_codex":0.0027940206,"about_ca_system_score_gemma":0.001714676,"threshold_uncertainty_score":0.02874428},"labels":[],"label_agreement":null},{"id":"W4235646810","doi":"10.4018/978-1-4666-5776-2.ch017","title":"Questioning Media Responsibility during Terrorism","year":2014,"lang":"en","type":"book-chapter","venue":"Advances in human and social aspects of technology book series","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Terrorism; Rationality; Public relations; Politics; Political science; Quality (philosophy); Management science; Business; Engineering ethics; Psychology; Law; Engineering; Epistemology","score_opus":0.010912608078520018,"score_gpt":0.2961542088251059,"score_spread":0.2852416007465859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235646810","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0075031184,0.034686185,0.0052646264,0.017367795,0.0033365688,0.000050316154,0.000022241245,0.00007990795,0.93168926],"genre_scores_gemma":[0.30183443,0.065847844,0.0049366844,0.007583097,0.0044741514,0.00012477174,0.000084426785,0.00023432104,0.6148804],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994006,0.0002638182,0.0000150632695,0.000050616003,0.00020906828,0.0000608243],"domain_scores_gemma":[0.99898964,0.0007216222,0.00006054256,0.00004812753,0.00011524382,0.00006478886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009270462,0.00041862723,0.00019603828,0.00054621743,0.0020362623,0.0051182364,0.0004778484,0.0016557486,0.004699978],"category_scores_gemma":[0.0023156318,0.00021792435,0.00025644078,0.00040824118,0.004970285,0.0058012833,0.0021057844,0.0031875626,0.0016618219],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024982772,0.000025336147,0.00013967426,0.00017417275,0.0000043136706,0.00017456336,0.017108452,0.00038154097,0.00049801846,0.8265033,0.07511738,0.07984834],"study_design_scores_gemma":[0.000005196046,0.000019480834,0.0004523854,0.00075955415,0.0000054271286,0.0002632763,0.0049595865,0.00031243556,0.0007178446,0.13912888,0.8533617,0.000014222028],"about_ca_topic_score_codex":0.001900721,"about_ca_topic_score_gemma":0.0022406976,"teacher_disagreement_score":0.0051182364,"about_ca_system_score_codex":0.002379528,"about_ca_system_score_gemma":0.0019989782,"threshold_uncertainty_score":0.017264724},"labels":[],"label_agreement":null},{"id":"W4237084075","doi":"10.1007/978-1-4939-7131-2_100224","title":"Crisis Management","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Public Relations and Crisis Communication","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 Calgary","funders":"","keywords":"Business; Political science","score_opus":0.03670858459885933,"score_gpt":0.31692787856116084,"score_spread":0.2802192939623015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237084075","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005158016,0.0046914206,0.003790253,0.0051438813,0.0014511842,0.00005347492,0.00011256799,0.0001764961,0.9840649],"genre_scores_gemma":[0.007899553,0.0042017736,0.0016058881,0.0013579158,0.00048047345,0.00005675462,0.00018429315,0.00006896377,0.98414445],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99969316,0.00006543666,0.000012825048,0.000045871442,0.00013538453,0.000047328103],"domain_scores_gemma":[0.999742,0.000048134298,0.0000136037825,0.000032157634,0.00009977949,0.00006443833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005077546,0.00068237504,0.0002648606,0.001005525,0.0014679325,0.0036294456,0.0006787453,0.0012173912,0.11838789],"category_scores_gemma":[0.0011025108,0.00018950787,0.00020143778,0.00088145497,0.0009335166,0.0025787705,0.0017662168,0.0018034213,0.044522718],"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":[0.000010217002,0.000037954796,0.0000897232,0.00012035076,0.0000023344244,0.0000484698,0.000850566,0.00022932181,0.00027717935,0.14683232,0.60100406,0.25049752],"study_design_scores_gemma":[0.0000013179249,0.0000033868114,0.00009949035,0.00009148007,7.210002e-7,0.000031482195,0.00021400012,0.00008310083,0.00005982589,0.012420211,0.98699284,0.000002042983],"about_ca_topic_score_codex":0.002483942,"about_ca_topic_score_gemma":0.0061735716,"teacher_disagreement_score":0.11838789,"about_ca_system_score_codex":0.0017958943,"about_ca_system_score_gemma":0.0025592453,"threshold_uncertainty_score":0.39604694},"labels":[],"label_agreement":null},{"id":"W4237520765","doi":"10.1057/9781137404268_7","title":"Romania","year":2014,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Public Relations and Crisis Communication","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":"Romanian; Public diplomacy; Political science; Quarter (Canadian coin); Diplomacy; History; Law; Politics; Philosophy; Archaeology","score_opus":0.026062401261421363,"score_gpt":0.2760196214658548,"score_spread":0.24995722020443342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237520765","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016178647,0.013127324,0.0011989647,0.0026377006,0.0007787951,0.000075704585,0.00070398144,0.00011631535,0.96518254],"genre_scores_gemma":[0.29997554,0.017016092,0.0040678885,0.0029551664,0.00037191753,0.0002445408,0.0012855714,0.00023564885,0.6738477],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99958867,0.00010054789,0.000028458371,0.00007845096,0.00008685238,0.000116971554],"domain_scores_gemma":[0.9999368,0.000013303186,0.000011640741,0.000011524196,0.000014508595,0.0000121187895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039310014,0.00044422792,0.00042078117,0.00082501303,0.002244419,0.002017774,0.00042934984,0.00066019327,0.059673537],"category_scores_gemma":[0.0006920614,0.00021825664,0.00032063405,0.0012388987,0.0010828731,0.00093303155,0.0014160494,0.0014473269,0.015975948],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000111676534,0.00006692862,0.002292303,0.0008361192,0.000025934873,0.001280986,0.0028761737,0.00037020916,0.0013320281,0.6307915,0.112857856,0.2471583],"study_design_scores_gemma":[0.000009273204,0.00001974158,0.0028539847,0.00021704962,0.000004417731,0.00067401363,0.0005020271,0.00007014099,0.0003863034,0.004851869,0.990404,0.000007125638],"about_ca_topic_score_codex":0.0040166522,"about_ca_topic_score_gemma":0.0069631496,"teacher_disagreement_score":0.059673537,"about_ca_system_score_codex":0.0016118791,"about_ca_system_score_gemma":0.0018006053,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4237827733","doi":"10.32920/14668662.v1","title":"Hacking a reputation: crisis communication and the Ashley Madison data breach","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Crisis communication; Public relations; Reputation; Narrative; Context (archaeology); Social media; Harm; Crisis management; Business; Political science; Internet privacy; Sociology; Law; Computer science","score_opus":0.09769106500211344,"score_gpt":0.3921225486700899,"score_spread":0.29443148366797645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237827733","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021338943,0.0099683935,0.0038820999,0.65401113,0.0039022553,0.000060686743,0.00009077099,0.00020931824,0.30653635],"genre_scores_gemma":[0.5126105,0.012978983,0.00326056,0.25844112,0.0028901729,0.00016756728,0.00012621602,0.0004636743,0.20906122],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99140745,0.004443573,0.00027110998,0.0010024917,0.0018374361,0.001037905],"domain_scores_gemma":[0.98910075,0.005509008,0.0012322646,0.0006458283,0.0021447926,0.0013673182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062104557,0.0006482231,0.000321957,0.0015176581,0.025077708,0.02378709,0.0019741612,0.014502101,0.01198671],"category_scores_gemma":[0.019765388,0.00056095904,0.0003676218,0.0015752675,0.01976438,0.017469015,0.009055825,0.018403279,0.0025229824],"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":[0.000020185036,0.000046532125,0.0012815924,0.00008855807,0.000010748652,0.0011481603,0.08514878,0.00012502309,0.00019672938,0.399154,0.48176262,0.031017054],"study_design_scores_gemma":[0.0000095288,0.000030432577,0.0012340455,0.0007967209,0.000009845388,0.00078663003,0.066966645,0.0003406433,0.0003893286,0.058687385,0.87067294,0.00007570605],"about_ca_topic_score_codex":0.033068378,"about_ca_topic_score_gemma":0.06439106,"teacher_disagreement_score":0.033068378,"about_ca_system_score_codex":0.010029125,"about_ca_system_score_gemma":0.009980823,"threshold_uncertainty_score":0.07276672},"labels":[],"label_agreement":null},{"id":"W4241109553","doi":"10.7765/9780719098932.00016","title":"Index","year":2015,"lang":"de","type":"paratext","venue":"Manchester University Press eBooks","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"CBC (Canada)","funders":"Robin Hood Foundation","keywords":"Gossip; Interpersonal communication; Narrative; Context (archaeology); Storytelling; Media studies; Sociology; Everyday life; Power (physics); Psychology; Social psychology; Aesthetics; Epistemology; Art; History; Literature","score_opus":0.059773679137130754,"score_gpt":0.27891638148345643,"score_spread":0.21914270234632569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241109553","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00044341313,0.0026234982,0.00090137863,0.002570581,0.0052034385,0.000081993654,0.001989283,0.00041581242,0.9857706],"genre_scores_gemma":[0.002914811,0.0026676303,0.0006070386,0.0010914797,0.0010782349,0.00005660821,0.0017432409,0.0002712764,0.98956966],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992055,0.000081925056,0.0000446649,0.000118951786,0.0004669795,0.000082006816],"domain_scores_gemma":[0.9991049,0.0001479575,0.000050538813,0.00012802798,0.00039253358,0.00017597823],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004042789,0.00065875927,0.0006702058,0.0026777198,0.002059896,0.006138857,0.0011079077,0.0012709831,0.5275559],"category_scores_gemma":[0.0028380018,0.0002730721,0.00041393243,0.0037151233,0.00069533085,0.0038745552,0.002436997,0.0016412407,0.4309381],"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":[0.00001781272,0.000021921785,0.00021528648,0.00017361972,0.000002462955,0.000070384114,0.0002631509,0.00004763945,0.00019069087,0.013536311,0.89053935,0.09492141],"study_design_scores_gemma":[8.636479e-7,0.000004293122,0.00016735804,0.000061029583,5.739994e-7,0.000037410064,0.00009107763,0.0000103054235,0.000026567432,0.001188822,0.99841,0.0000017856553],"about_ca_topic_score_codex":0.0035554152,"about_ca_topic_score_gemma":0.005812342,"teacher_disagreement_score":0.47244412,"about_ca_system_score_codex":0.0018059718,"about_ca_system_score_gemma":0.0012537087,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4241637414","doi":"10.22215/etd/2007-07801","title":"Covering Katrina: rumours and accurate reporting in the disaster zone","year":2007,"lang":"en","type":"dissertation","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Canadian Heritage","funders":"","keywords":"Hurricane katrina; Cartography; History; Humanities; Geography; Operations research; Engineering; Natural disaster; Art; Meteorology","score_opus":0.05014354144167951,"score_gpt":0.4192239567903624,"score_spread":0.36908041534868286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241637414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95968705,0.0022799184,0.0007182203,0.014010729,0.00012504411,0.000070995535,0.0003870464,0.000025461348,0.022695633],"genre_scores_gemma":[0.99538887,0.0017699713,0.00035695548,0.00028565494,0.00004698091,0.000028907465,0.0001024289,0.000007115747,0.0020132244],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99312687,0.0047853305,0.00049512205,0.00023886842,0.0007528751,0.00060095347],"domain_scores_gemma":[0.94151527,0.031451568,0.01824209,0.0022384026,0.004553712,0.0019989975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0074622575,0.00016739189,0.00019945318,0.0019632913,0.0020472822,0.0032277743,0.0006609169,0.0011249342,0.0042645615],"category_scores_gemma":[0.077336036,0.00035841495,0.00017304298,0.002610257,0.0014503656,0.0032981765,0.0034991843,0.0018156318,0.0005414867],"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":[0.00038308577,0.00023287715,0.43213797,0.000576424,0.000091829825,0.0009345824,0.36456642,0.0011420479,0.0006436475,0.007629044,0.024592174,0.16706988],"study_design_scores_gemma":[0.000013943546,0.00014845213,0.5156475,0.0007263618,0.00005266924,0.00050812186,0.4593111,0.0012388893,0.00049425045,0.003596256,0.018200248,0.000062270636],"about_ca_topic_score_codex":0.0355172,"about_ca_topic_score_gemma":0.031870086,"teacher_disagreement_score":0.0355172,"about_ca_system_score_codex":0.0018137366,"about_ca_system_score_gemma":0.0030219622,"threshold_uncertainty_score":0.070620954},"labels":[],"label_agreement":null},{"id":"W4244679865","doi":"10.22215/etd/2010-08860","title":"Aggregate, amplify, syndicate : climate change and environmental activism 2.0","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Public Relations and Crisis Communication","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 Winnipeg; Carleton University; Canadian Heritage; Library and Archives Canada","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Syndicate; Aggregate (composite); Climate change; Humanities; Political science; Art; Oceanography","score_opus":0.02940358061503831,"score_gpt":0.3104299132355345,"score_spread":0.28102633262049614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244679865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68211746,0.007459576,0.007944908,0.03519271,0.0004338573,0.00009713009,0.009583393,0.00086808915,0.25630292],"genre_scores_gemma":[0.97879374,0.0018831373,0.001079786,0.0002949486,0.00021514461,0.000058707312,0.00089652225,0.00007323041,0.016704664],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99937373,0.00028584088,0.000028999011,0.000090708774,0.00013868843,0.00008211345],"domain_scores_gemma":[0.9942531,0.0035951294,0.0011569808,0.00024496025,0.00032608784,0.00042367502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015044966,0.00033663475,0.00029834048,0.0018278491,0.00080345786,0.0052437293,0.00048772275,0.0009167936,0.046925288],"category_scores_gemma":[0.0064504705,0.00019915598,0.00043098064,0.0037296414,0.0008191149,0.0034966948,0.0019410934,0.0010442919,0.0022360948],"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":[0.0005921779,0.0006547658,0.43434134,0.00082954875,0.0005648013,0.0008260806,0.014647343,0.0070045306,0.0011437122,0.21701024,0.1287488,0.19363673],"study_design_scores_gemma":[0.00009760578,0.00023373046,0.72646546,0.0005099498,0.00061198615,0.00046676217,0.02368078,0.020424416,0.0014411275,0.09246591,0.13349274,0.00010948042],"about_ca_topic_score_codex":0.022363838,"about_ca_topic_score_gemma":0.02467055,"teacher_disagreement_score":0.046925288,"about_ca_system_score_codex":0.0011983921,"about_ca_system_score_gemma":0.0011561789,"threshold_uncertainty_score":0.1569807},"labels":[],"label_agreement":null},{"id":"W4244818159","doi":"10.24124/2011/bpgub1513","title":"A team approach to corporate crisis management","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Public Relations and Crisis Communication","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 Northern British Columbia","funders":"University of Northern British Columbia","keywords":"Crisis management; Crisis communication; Business; Stakeholder; Process (computing); Risk management; Corporation; Public relations; Emergency management; Political science; Process management; Finance; Computer science","score_opus":0.06587091967332796,"score_gpt":0.32232044550413447,"score_spread":0.2564495258308065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244818159","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014334603,0.017420622,0.14651106,0.09026003,0.0049817306,0.000763594,0.00007543136,0.00024680977,0.72540605],"genre_scores_gemma":[0.64213896,0.030111624,0.10789068,0.012474903,0.002964927,0.0016759845,0.00014293627,0.00019333136,0.20240667],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9955231,0.0030163333,0.00013369652,0.00031210313,0.0006637886,0.00035092686],"domain_scores_gemma":[0.9977495,0.00064708036,0.00016317668,0.00011723164,0.00036002157,0.0009629863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041251476,0.0005009558,0.00031226195,0.002119716,0.0045169247,0.00924185,0.0014355272,0.0022647465,0.011970805],"category_scores_gemma":[0.0030590857,0.00021985966,0.0004464839,0.0018923961,0.0071547185,0.0048329956,0.0053119888,0.003981328,0.0017922139],"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":[0.000029123587,0.00027263112,0.0007080199,0.00039104934,0.000034657558,0.00025853165,0.017952388,0.0016426756,0.00026975467,0.8024306,0.05644105,0.11956952],"study_design_scores_gemma":[0.0000520993,0.00021474193,0.0013196204,0.0009616827,0.000021197746,0.0003337847,0.025967844,0.0031652907,0.00024580213,0.41954038,0.54815084,0.000026673591],"about_ca_topic_score_codex":0.002796244,"about_ca_topic_score_gemma":0.0038566436,"teacher_disagreement_score":0.011970805,"about_ca_system_score_codex":0.005561158,"about_ca_system_score_gemma":0.011112933,"threshold_uncertainty_score":0.040349185},"labels":[],"label_agreement":null},{"id":"W4245148044","doi":"10.1002/9781405186407.wbiecp134.pub2","title":"Public Relations Planning","year":2015,"lang":"en","type":"other","venue":"The International Encyclopedia of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Acronym; Process (computing); Set (abstract data type); Action (physics); Center (category theory); Computer science; Sociology; Linguistics","score_opus":0.06753996995658124,"score_gpt":0.3453535436545582,"score_spread":0.277813573697977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245148044","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009095163,0.0023191224,0.020563971,0.013002563,0.00091956276,0.0008102222,0.00089654303,0.00039242083,0.96018606],"genre_scores_gemma":[0.0948368,0.00834374,0.047637053,0.007258775,0.0006927353,0.0016850093,0.002385078,0.0005468747,0.8366139],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931371,0.0026081179,0.00035006728,0.00067129737,0.0022206306,0.0010126986],"domain_scores_gemma":[0.99260473,0.0020929228,0.00031150915,0.0009053981,0.0031742526,0.00091107364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008853894,0.00064419373,0.00032456362,0.0039289957,0.00550999,0.007944632,0.0019425064,0.0022761521,0.10388327],"category_scores_gemma":[0.016467426,0.00055452326,0.0005971748,0.005009754,0.0030601623,0.0052174274,0.0049845558,0.0040278,0.027887644],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000075227977,0.00003293343,0.00021642775,0.00014111174,0.0000030840247,0.000060767794,0.001673648,0.00064122834,0.000083423954,0.6106525,0.26504406,0.12144334],"study_design_scores_gemma":[0.0000027130106,0.0000054277425,0.00017368785,0.00013897002,0.000001306961,0.000024203366,0.00060352014,0.00012244942,0.0000792675,0.027345432,0.9714968,0.000006172025],"about_ca_topic_score_codex":0.023242824,"about_ca_topic_score_gemma":0.024484094,"teacher_disagreement_score":0.10388327,"about_ca_system_score_codex":0.0155209275,"about_ca_system_score_gemma":0.035365704,"threshold_uncertainty_score":0.34752417},"labels":[],"label_agreement":null},{"id":"W4246672415","doi":"10.1002/9781405186407.wbiecp134","title":"Public Relations Planning","year":2008,"lang":"en","type":"other","venue":"The International Encyclopedia of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Acronym; Process (computing); Set (abstract data type); Action (physics); Center (category theory); Public relations; Sociology; Computer science; Political science; Linguistics","score_opus":0.05453297626794818,"score_gpt":0.32751072074694393,"score_spread":0.27297774447899575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246672415","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00085587107,0.002013784,0.01937496,0.012164295,0.0008210456,0.0007928538,0.0008188374,0.00036926588,0.96278906],"genre_scores_gemma":[0.08618848,0.007563746,0.045716565,0.006573674,0.0006256548,0.0016463997,0.0021841843,0.00048097072,0.84902024],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99360496,0.002399699,0.0003139353,0.00063610234,0.0020737464,0.00097158947],"domain_scores_gemma":[0.9929448,0.0019111938,0.0003061385,0.0008650327,0.0030861364,0.00088679884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008052075,0.00063261995,0.0003230667,0.003911404,0.005244921,0.0076161344,0.0019133287,0.0021993408,0.10552802],"category_scores_gemma":[0.01573601,0.00054557377,0.00055265427,0.005117561,0.0027067002,0.0049011153,0.004627361,0.003783545,0.028262196],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007693453,0.000035860907,0.0002294263,0.00012746465,0.0000030892916,0.00006205115,0.00142722,0.0007221481,0.00008346089,0.5895506,0.28005654,0.12769453],"study_design_scores_gemma":[0.0000029048956,0.000005715414,0.00018003896,0.00012197706,0.0000012912519,0.000025235779,0.00058451405,0.00014137298,0.000079920224,0.026851842,0.9719992,0.000005894693],"about_ca_topic_score_codex":0.023060301,"about_ca_topic_score_gemma":0.024939774,"teacher_disagreement_score":0.10552802,"about_ca_system_score_codex":0.01527792,"about_ca_system_score_gemma":0.03345846,"threshold_uncertainty_score":0.3530264},"labels":[],"label_agreement":null},{"id":"W4246829508","doi":"10.32920/14668662","title":"Hacking a reputation: crisis communication and the Ashley Madison data breach","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Crisis communication; Reputation; Public relations; Narrative; Social media; Context (archaeology); Harm; Business; Crisis management; Political science; Sociology; Internet privacy; Law; Computer science; History","score_opus":0.09769106500211344,"score_gpt":0.3921225486700899,"score_spread":0.29443148366797645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246829508","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021338943,0.0099683935,0.0038820999,0.65401113,0.0039022553,0.000060686743,0.00009077099,0.00020931824,0.30653635],"genre_scores_gemma":[0.5126105,0.012978983,0.00326056,0.25844112,0.0028901729,0.00016756728,0.00012621602,0.0004636743,0.20906122],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99140745,0.004443573,0.00027110998,0.0010024917,0.0018374361,0.001037905],"domain_scores_gemma":[0.98910075,0.005509008,0.0012322646,0.0006458283,0.0021447926,0.0013673182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062104557,0.0006482231,0.000321957,0.0015176581,0.025077708,0.02378709,0.0019741612,0.014502101,0.01198671],"category_scores_gemma":[0.019765388,0.00056095904,0.0003676218,0.0015752675,0.01976438,0.017469015,0.009055825,0.018403279,0.0025229824],"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":[0.000020185036,0.000046532125,0.0012815924,0.00008855807,0.000010748652,0.0011481603,0.08514878,0.00012502309,0.00019672938,0.399154,0.48176262,0.031017054],"study_design_scores_gemma":[0.0000095288,0.000030432577,0.0012340455,0.0007967209,0.000009845388,0.00078663003,0.066966645,0.0003406433,0.0003893286,0.058687385,0.87067294,0.00007570605],"about_ca_topic_score_codex":0.033068378,"about_ca_topic_score_gemma":0.06439106,"teacher_disagreement_score":0.033068378,"about_ca_system_score_codex":0.010029125,"about_ca_system_score_gemma":0.009980823,"threshold_uncertainty_score":0.07276672},"labels":[],"label_agreement":null},{"id":"W4247909026","doi":"10.4018/978-1-7998-9020-1.ch080","title":"Organizing, Organizations, and the Role of Social Media Conversations","year":2021,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Conceptualization; Organizational identity; Organizational communication; Negotiation; Sociology; Public relations; Stakeholder; Social media; Conversation; Context (archaeology); Identity (music); Social identity theory; Organizational theory; Political science; Organizational commitment; Management; Social science; Social group; Linguistics; Communication","score_opus":0.011668206629871822,"score_gpt":0.2505082968164651,"score_spread":0.23884009018659325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247909026","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030387294,0.022649115,0.012045318,0.015735788,0.00070720207,0.00007046353,0.00007891888,0.00014457626,0.91818136],"genre_scores_gemma":[0.8204318,0.018934892,0.006811471,0.0020532447,0.0010356526,0.0002796446,0.0001477332,0.0001629255,0.15014261],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99817336,0.0011942133,0.000030436058,0.00012688151,0.00030135462,0.00017371317],"domain_scores_gemma":[0.99818546,0.0013824913,0.00012887747,0.00008014435,0.00006231157,0.00016065929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018949411,0.00041510243,0.00019585445,0.001545648,0.004319587,0.011329351,0.00087648805,0.0014258844,0.00577054],"category_scores_gemma":[0.0019944573,0.00022785529,0.0001762692,0.0022919888,0.009877426,0.008137515,0.0034328538,0.0016385308,0.00093500497],"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":[0.000010621237,0.000019305236,0.00029567705,0.00009324525,0.0000030799072,0.00014123265,0.039206136,0.00024277887,0.00026315497,0.92225313,0.007976211,0.029495332],"study_design_scores_gemma":[0.000010623422,0.000018648563,0.00092696527,0.0004206107,0.000005509572,0.00017334142,0.044200614,0.0005939246,0.00044407154,0.28202125,0.67116886,0.00001553632],"about_ca_topic_score_codex":0.0027093673,"about_ca_topic_score_gemma":0.0033503424,"teacher_disagreement_score":0.011329351,"about_ca_system_score_codex":0.0028730824,"about_ca_system_score_gemma":0.00239474,"threshold_uncertainty_score":0.020845711},"labels":[],"label_agreement":null},{"id":"W4248149041","doi":"10.32920/ryerson.14662008","title":"What’s in an @reply? A case study of two-way communication in Target Canada’s Twitter @replies","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","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":"Toronto Metropolitan University","funders":"McMaster University","keywords":"Dialogic; Publics; Social media; Function (biology); Public relations; Sociology; Microblogging; Political science; Law; Pedagogy","score_opus":0.0662879412336942,"score_gpt":0.3762839345526459,"score_spread":0.3099959933189517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248149041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93236786,0.00048273843,0.0022171054,0.011911327,0.00015241117,0.00020291151,0.00042967475,0.00009230903,0.05214366],"genre_scores_gemma":[0.9745028,0.0004699029,0.0016385464,0.0017851286,0.00005384877,0.000110598034,0.00021139643,0.000103152626,0.0211247],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99269086,0.0037391298,0.00015526939,0.00048999285,0.0012788675,0.0016459122],"domain_scores_gemma":[0.9901308,0.005386888,0.0007336511,0.00044030527,0.0019108406,0.0013974849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037671006,0.00069956185,0.00048452563,0.0019536428,0.032541506,0.007327993,0.0022333974,0.004777251,0.0058183596],"category_scores_gemma":[0.010974731,0.00046962604,0.00048187724,0.0042713704,0.008488184,0.0037956815,0.004270383,0.0038103217,0.001151121],"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":[0.000109711305,0.00012102036,0.011547106,0.00014343728,0.0000145726735,0.011763797,0.9444242,0.0002589881,0.0016770756,0.0082656555,0.009863406,0.011811129],"study_design_scores_gemma":[0.000009014072,0.000028562097,0.0052312263,0.000064737505,0.000011234768,0.00087665516,0.94065607,0.00040055305,0.000657826,0.00045089948,0.05156936,0.00004388538],"about_ca_topic_score_codex":0.7320811,"about_ca_topic_score_gemma":0.88059926,"teacher_disagreement_score":0.26791888,"about_ca_system_score_codex":0.026065558,"about_ca_system_score_gemma":0.018664168,"threshold_uncertainty_score":0.53899336},"labels":[],"label_agreement":null},{"id":"W4248499607","doi":"10.1108/s2398-391420190000004015","title":"Index","year":2019,"lang":"en","type":"paratext","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Computer science; World Wide Web","score_opus":0.03068803307192639,"score_gpt":0.36012163040834017,"score_spread":0.32943359733641375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248499607","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035815465,0.00546741,0.0013885375,0.0069868546,0.025847081,0.0003614525,0.03379377,0.0035207274,0.92227596],"genre_scores_gemma":[0.0013857057,0.003999668,0.0011046402,0.0026073973,0.0030792195,0.0002324644,0.027350469,0.0012276637,0.9590128],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99786973,0.00016202118,0.00020518192,0.00042174035,0.0011377649,0.00020349782],"domain_scores_gemma":[0.9965463,0.00025538256,0.00014541634,0.0004879487,0.001993331,0.00057166256],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013719441,0.0020933424,0.0018751705,0.0063610715,0.0025774438,0.014564335,0.002774651,0.003169359,0.7993888],"category_scores_gemma":[0.0069139414,0.00068500324,0.0013716872,0.009958872,0.00095085864,0.008297164,0.004442414,0.002954121,0.8333048],"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":[0.00001129342,0.000012175934,0.00009670978,0.00020938898,0.0000033247873,0.00002142859,0.000026079377,0.000023743232,0.00008959064,0.002717405,0.9401466,0.0566421],"study_design_scores_gemma":[0.0000037291654,0.000006549953,0.00021128441,0.00011656621,0.0000019362235,0.000028179984,0.00003874338,0.000020027435,0.000036172467,0.0010843878,0.9984464,0.000005934479],"about_ca_topic_score_codex":0.00606753,"about_ca_topic_score_gemma":0.00613078,"teacher_disagreement_score":0.20061117,"about_ca_system_score_codex":0.002831945,"about_ca_system_score_gemma":0.0039515337,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4249269319","doi":"10.15173/mjc.v9i0.264","title":"Preface","year":2013,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","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":"Dialogical self; Engineering ethics; Computer science; Social communication; Social media; Sociology; Engineering; Epistemology; World Wide Web; Communication; Philosophy","score_opus":0.02803196590048629,"score_gpt":0.30732861639754655,"score_spread":0.27929665049706026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249269319","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013328991,0.009244428,0.0039629713,0.05589232,0.21604627,0.0005492984,0.010644382,0.0014849199,0.7008426],"genre_scores_gemma":[0.006947951,0.0065149,0.0022272393,0.01198197,0.041784424,0.00036949568,0.00935353,0.00089469436,0.91992575],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983564,0.00023011614,0.000111114125,0.000204353,0.00093721086,0.00016074123],"domain_scores_gemma":[0.9888049,0.001561891,0.00032375433,0.00070682424,0.00704304,0.0015596508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019711526,0.0008435823,0.00078965595,0.0028040798,0.0032120307,0.0043818145,0.0015808586,0.0015187408,0.43549764],"category_scores_gemma":[0.018831661,0.0003553461,0.00046504746,0.002131226,0.00087774557,0.0029382901,0.002177677,0.0033524337,0.26185182],"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":[0.000009260332,0.00000648345,0.000052642583,0.000045385677,6.6381335e-7,0.000021185251,0.00006952626,0.000017755836,0.00003935317,0.0022900407,0.9797579,0.017689744],"study_design_scores_gemma":[0.0000016760894,0.0000074108843,0.00020305149,0.00007767849,6.1671585e-7,0.000034837307,0.00009036816,0.000015618189,0.000025143825,0.0009372079,0.9986033,0.0000032003663],"about_ca_topic_score_codex":0.007877668,"about_ca_topic_score_gemma":0.0090440735,"teacher_disagreement_score":0.43549764,"about_ca_system_score_codex":0.0030771086,"about_ca_system_score_gemma":0.0033946503,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4250415162","doi":"10.24124/2014/bpgub1016","title":"Framing environmental crises: Correlating action to outcomes for the 1969 Santa Barbara and 2010 Deepwater Horizon oil spills.","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Public Relations and Crisis Communication","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 Northern British Columbia","funders":"University of California, Santa Barbara; Bureau of Safety and Environmental Enforcement; Bureau of Ocean Energy Management; Australian Government; Direction de l’hospitalisation et de l’offre de Soins; University of Northern British Columbia; Centers for Disease Control and Prevention; National Fish and Wildlife Foundation","keywords":"Deepwater horizon; Oil spill; Framing (construction); Rhetoric; Action (physics); Environmental disaster; Political science; Environmental ethics; Environmental planning; Geography; Engineering; Civil engineering; Environmental protection","score_opus":0.02874133142614397,"score_gpt":0.33685512387884403,"score_spread":0.30811379245270004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250415162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9698704,0.00054906606,0.0005108062,0.0047807163,0.000056448614,0.00008344291,0.0007487911,0.000014184042,0.023386085],"genre_scores_gemma":[0.9939156,0.0007106632,0.00064501306,0.0002380067,0.000019952113,0.00011479436,0.00058972125,0.000011156549,0.0037550635],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99885833,0.000620335,0.0000472362,0.0000905887,0.00019615081,0.00018735771],"domain_scores_gemma":[0.99034786,0.0047834264,0.0030861716,0.00018673582,0.0010758922,0.0005199379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038414213,0.00029916392,0.00015783413,0.0015150041,0.0023484833,0.002374451,0.00033916,0.00071953406,0.0041633984],"category_scores_gemma":[0.018431757,0.00015503839,0.00024669387,0.001712744,0.0015396761,0.0013007153,0.0018945643,0.0017713291,0.00043138186],"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":[0.00052615796,0.0010147359,0.59702116,0.00047753463,0.00018754069,0.00041444242,0.21689871,0.0016363432,0.00071844296,0.020557415,0.026164856,0.13438262],"study_design_scores_gemma":[0.000022889191,0.00019739142,0.7161929,0.00037195566,0.00008671373,0.000051557,0.25877866,0.0011987031,0.00095176976,0.003954998,0.018134892,0.00005752268],"about_ca_topic_score_codex":0.0635263,"about_ca_topic_score_gemma":0.11659968,"teacher_disagreement_score":0.0635263,"about_ca_system_score_codex":0.0063516535,"about_ca_system_score_gemma":0.0029221338,"threshold_uncertainty_score":0.12631309},"labels":[],"label_agreement":null},{"id":"W4250457541","doi":"10.32920/ryerson.14654238","title":"Corporate crises in the digital world: what went wrong with Chipotle?","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Social media; Damages; Digital era; Analytics; Business; Crisis management; Digital media; Public relations; Crisis communication; Political science; Economics; Management; Data science; Computer science; The Internet","score_opus":0.0817072063640277,"score_gpt":0.32810524610531866,"score_spread":0.24639803974129096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250457541","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13424632,0.024663644,0.0021696957,0.77455074,0.0025564716,0.00006882048,0.0006158042,0.00008233765,0.06104619],"genre_scores_gemma":[0.8704416,0.03792808,0.0029454336,0.0726058,0.0016741196,0.000108115775,0.0004955397,0.00015656385,0.013644776],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9973303,0.0012251592,0.00010251727,0.00025601406,0.0005482029,0.0005378469],"domain_scores_gemma":[0.9916773,0.0043464242,0.0009705048,0.00039284743,0.0014389812,0.0011739716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004169666,0.0004777826,0.0005143314,0.0022327397,0.008612314,0.018652143,0.0010868075,0.0044571348,0.0067936187],"category_scores_gemma":[0.015869502,0.00026633387,0.00038427595,0.0038751205,0.010325886,0.03109999,0.006946699,0.0060882987,0.000992859],"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":[0.00036561146,0.0002362343,0.04655197,0.00164048,0.00008611932,0.0048114783,0.24047886,0.0008032594,0.0006702247,0.24052347,0.2206696,0.24316278],"study_design_scores_gemma":[0.000016534286,0.0000878191,0.018273627,0.0032943673,0.00003034466,0.00096859905,0.56587,0.0007931172,0.0007055685,0.07040992,0.33942524,0.00012491886],"about_ca_topic_score_codex":0.020638084,"about_ca_topic_score_gemma":0.033452194,"teacher_disagreement_score":0.020638084,"about_ca_system_score_codex":0.0069595138,"about_ca_system_score_gemma":0.0048333695,"threshold_uncertainty_score":0.05049503},"labels":[],"label_agreement":null},{"id":"W4254060843","doi":"10.32920/ryerson.14662554","title":"Volkswagen’s crisis communication: Twitter use during #dieselgate","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Crisis communication; Social media; Agency (philosophy); Hostility; Political science; Crisis management; Public relations; Business; Advertising; Sociology; Psychology; Social psychology; Social science; Law","score_opus":0.07904414018969758,"score_gpt":0.34928106616666504,"score_spread":0.27023692597696747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254060843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9130407,0.0006182701,0.0005961772,0.0069416426,0.00041304497,0.000039957995,0.0004699497,0.000069330075,0.07781096],"genre_scores_gemma":[0.98713595,0.00040267513,0.00022472495,0.0008584985,0.000078465695,0.000029667044,0.00024037057,0.00007273138,0.010956931],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990245,0.0004107251,0.00004960881,0.0001403838,0.00020535513,0.00016939495],"domain_scores_gemma":[0.99795294,0.0012136343,0.00025272186,0.00010752823,0.0001295121,0.000343663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096887926,0.00023264045,0.00019565475,0.00084474945,0.00462916,0.0048919357,0.00032876726,0.0011880712,0.0054637473],"category_scores_gemma":[0.004777716,0.00022167432,0.0001354611,0.0010421765,0.002129907,0.0054114666,0.0028909345,0.0012138266,0.0013116092],"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":[0.00030921094,0.000165938,0.049487505,0.000275238,0.000026222702,0.0048801973,0.80702555,0.00040778768,0.0034442313,0.01635038,0.050608832,0.06701883],"study_design_scores_gemma":[0.000017262102,0.00009075082,0.042605113,0.00026568034,0.000016199643,0.0008562337,0.6322393,0.0009525201,0.0017085865,0.0032445996,0.3179383,0.000065568776],"about_ca_topic_score_codex":0.0065266755,"about_ca_topic_score_gemma":0.016594337,"teacher_disagreement_score":0.0065266755,"about_ca_system_score_codex":0.0016818221,"about_ca_system_score_gemma":0.00068732334,"threshold_uncertainty_score":0.018278062},"labels":[],"label_agreement":null},{"id":"W4254277069","doi":"10.15173/jpc.v1i1.96","title":"Pathways to the profession: An outcomes based approach towards excellence in Canadian public relations and communications management educations","year":2011,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Excellence; Consistency (knowledge bases); Curriculum; Public relations; Relation (database); Political science; Sociology; Pedagogy; Computer science; Law","score_opus":0.15323409284180672,"score_gpt":0.37739113450812645,"score_spread":0.22415704166631972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254277069","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10229444,0.0013348906,0.04821739,0.2308624,0.0011096528,0.0038002767,0.00049219234,0.0005376211,0.6113511],"genre_scores_gemma":[0.9052229,0.0011844911,0.07026923,0.004099698,0.000088321496,0.0012883446,0.00026065603,0.00013389467,0.017452557],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9268107,0.030789876,0.0021269955,0.0026843545,0.02723134,0.010356772],"domain_scores_gemma":[0.9500285,0.0053197416,0.002948322,0.0022554155,0.021968456,0.017479679],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06466474,0.0010078916,0.001016595,0.016859332,0.02044703,0.029668136,0.0043639545,0.0037694871,0.0060943784],"category_scores_gemma":[0.059551533,0.00052662235,0.0009591449,0.011107391,0.021112496,0.011741811,0.026295934,0.0055967094,0.000604982],"study_design_candidate":"observational","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":[0.000077144374,0.00049489853,0.015344323,0.00051164604,0.00004074503,0.00030587552,0.03225624,0.0013552121,0.00027359996,0.7366359,0.030854207,0.18185014],"study_design_scores_gemma":[0.00015925865,0.0005146632,0.04655245,0.0023950273,0.00012436855,0.00027362115,0.2179743,0.0054214178,0.0012624946,0.45391834,0.271189,0.00021503403],"about_ca_topic_score_codex":0.42466947,"about_ca_topic_score_gemma":0.59483,"teacher_disagreement_score":0.8665544,"about_ca_system_score_codex":0.13344559,"about_ca_system_score_gemma":0.40442634,"threshold_uncertainty_score":0.96822006},"labels":[],"label_agreement":null},{"id":"W4256054515","doi":"10.4018/978-1-5225-8362-2.ch063","title":"“Do-It-Yourself Justice”","year":2019,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unintended consequences; Economic Justice; Social media; Accountability; Political science; Narrative; Public relations; Downtown; Criminology; Sociology; Law; Geography","score_opus":0.04154967753628841,"score_gpt":0.32950895969163696,"score_spread":0.28795928215534855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256054515","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015997811,0.016832436,0.0016285122,0.019727388,0.0029046654,0.000042092484,0.00004966551,0.00007374854,0.9571417],"genre_scores_gemma":[0.055334806,0.014217925,0.0013276458,0.011833512,0.0011973402,0.00007132554,0.000097166325,0.00015362214,0.9157666],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99907136,0.00038615405,0.000021196283,0.00010874186,0.0002663674,0.00014604403],"domain_scores_gemma":[0.99938667,0.00030158059,0.000032660093,0.000048295795,0.000119483324,0.000111289584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008125366,0.00068678183,0.00029725395,0.0008245808,0.0067721433,0.008866891,0.00083013444,0.0028449167,0.016342351],"category_scores_gemma":[0.0013880129,0.00023433616,0.00022779839,0.0009614863,0.011187453,0.0054676356,0.0031380411,0.005146472,0.006007777],"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":[0.000012136178,0.000030675277,0.00011572226,0.00023709751,0.00000330904,0.00012160063,0.025450692,0.000066840716,0.00021432336,0.5646161,0.34242642,0.06670504],"study_design_scores_gemma":[0.0000012730455,0.0000055850564,0.00010917123,0.00020053447,0.0000010545898,0.00008395753,0.004079433,0.00002098942,0.00008293778,0.019581305,0.9758305,0.0000033038775],"about_ca_topic_score_codex":0.017070262,"about_ca_topic_score_gemma":0.055217978,"teacher_disagreement_score":0.017070262,"about_ca_system_score_codex":0.00682336,"about_ca_system_score_gemma":0.006046095,"threshold_uncertainty_score":0.054670572},"labels":[],"label_agreement":null},{"id":"W4280566265","doi":"10.21203/rs.3.rs-1639023/v1","title":"Public Health Communication: Consistency, Accuracy, and Community Engagement during the COVID-19 Pandemic","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Public Relations and Crisis Communication","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":"Dalhousie University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Consistency (knowledge bases); Public health; 2019-20 coronavirus outbreak; Public engagement; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Community engagement; Political science; Computer science; Virology; Public relations; Medicine; Outbreak; Artificial intelligence; Nursing; Infectious disease (medical specialty)","score_opus":0.5605782108975527,"score_gpt":0.5296264189610349,"score_spread":0.03095179193651776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280566265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9522332,0.00066141644,0.0024409906,0.021159327,0.0001892169,0.00009557047,0.00067282707,0.000043170752,0.022504238],"genre_scores_gemma":[0.9989221,0.00008505063,0.0002524612,0.00017265783,0.00006212108,0.00003667462,0.00011363223,0.000015601481,0.00033978958],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9345057,0.045523986,0.0037836237,0.0039326334,0.008560396,0.003693622],"domain_scores_gemma":[0.51467615,0.35700864,0.053667624,0.033305045,0.036574416,0.004768126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.073065095,0.00026156064,0.000599507,0.0028825141,0.002984043,0.008562212,0.0018636528,0.0030578254,0.0048203208],"category_scores_gemma":[0.4470134,0.00069742533,0.0003134398,0.0034577025,0.004793267,0.0077717872,0.0076593445,0.0044588833,0.0006377851],"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":[0.0016886252,0.00042576034,0.6468726,0.00032788794,0.00023823685,0.00018741899,0.21862686,0.0024663373,0.0006966908,0.015477186,0.006445565,0.106546886],"study_design_scores_gemma":[0.000086249674,0.0003394657,0.83818394,0.0006508493,0.00012678605,0.0001714336,0.1271543,0.005852298,0.00097318366,0.015899075,0.010431177,0.00013119122],"about_ca_topic_score_codex":0.023151778,"about_ca_topic_score_gemma":0.012802982,"teacher_disagreement_score":0.073065095,"about_ca_system_score_codex":0.0041492274,"about_ca_system_score_gemma":0.006641789,"threshold_uncertainty_score":0.38640976},"labels":[],"label_agreement":null},{"id":"W4281620124","doi":"10.3390/ijerph19116954","title":"Canadian COVID-19 Crisis Communication on Twitter: Mixed Methods Research Examining Tweets from Government, Politicians, and Public Health for Crisis Communication Guiding Principles and Tweet Engagement","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Public Relations and Crisis Communication","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 Guelph","funders":"","keywords":"Health communication; Social media; Public engagement; Compassion; Crisis communication; Odds; Misinformation; Public relations; Government (linguistics); Public health; Psychology; Empathy; Storytelling; Social psychology; Political science; Medicine; Logistic regression; Narrative; Nursing; Law","score_opus":0.4816444538100762,"score_gpt":0.5319765516026536,"score_spread":0.05033209779257736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281620124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9561295,0.002567318,0.0021875983,0.0037500833,0.0002041525,0.0028846005,0.016606173,0.00007379043,0.015596836],"genre_scores_gemma":[0.96897405,0.0030802826,0.004821172,0.0023633603,0.00012410394,0.0062005753,0.007860693,0.00010595179,0.006469721],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9918542,0.0030696974,0.00058897515,0.0008055361,0.0026276163,0.0010539775],"domain_scores_gemma":[0.96246743,0.017254863,0.004871861,0.0016399365,0.011447483,0.00231847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014104647,0.0005726811,0.0009026827,0.004778546,0.008107596,0.004300458,0.0016565331,0.0008608875,0.005997111],"category_scores_gemma":[0.05457216,0.0007247405,0.00064461137,0.0107193645,0.0015160483,0.002725116,0.003763041,0.0016172442,0.0007642147],"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":[0.0010787748,0.00061568286,0.5016753,0.00437028,0.0003800336,0.0005396964,0.33125776,0.00030935492,0.001093037,0.0039833845,0.033225674,0.12147103],"study_design_scores_gemma":[0.00010820521,0.0003840139,0.6335545,0.0022197175,0.000349662,0.00012247969,0.29378852,0.0017259873,0.0009386259,0.0009940545,0.06552327,0.00029103938],"about_ca_topic_score_codex":0.82093143,"about_ca_topic_score_gemma":0.8830387,"teacher_disagreement_score":0.17906857,"about_ca_system_score_codex":0.025103822,"about_ca_system_score_gemma":0.037901215,"threshold_uncertainty_score":0.36024624},"labels":[],"label_agreement":null},{"id":"W4281626039","doi":"10.5539/cis.v15n3p18","title":"Social Media Behaviour Analysis in Disaster-Response Messages of Floods and Heat Waves via Artificial Intelligence","year":2022,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Public Relations and Crisis Communication","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":"Fundação de Amparo à Pesquisa do Estado de São Paulo; Qatar National Research Fund; UK Research and Innovation; National Science Foundation","keywords":"Computer science; Social media; Benchmark (surveying); Inference; Extreme weather; Emergency management; Reliability (semiconductor); Set (abstract data type); Data science; Data set; Decoding methods; Artificial neural network; Machine learning; Artificial intelligence; Data mining; Climate change; World Wide Web; Telecommunications","score_opus":0.031190049967743987,"score_gpt":0.3310276261204002,"score_spread":0.2998375761526562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281626039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96684974,0.0003437643,0.021082355,0.0007174471,0.00008379571,0.00017799473,0.0048218207,0.00031547752,0.0056074937],"genre_scores_gemma":[0.98714477,0.0001226295,0.0090648355,0.000047296096,0.000055219592,0.00008207148,0.0021404612,0.000019879508,0.0013228775],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911577,0.00045359632,0.000058033365,0.00011457232,0.0001811559,0.00007685423],"domain_scores_gemma":[0.9965096,0.0023373293,0.0005374533,0.00019254696,0.0003313889,0.00009162415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010523299,0.00040560064,0.0002331243,0.0032499586,0.00025662594,0.0010216424,0.00030340033,0.00046918553,0.0013369304],"category_scores_gemma":[0.004719162,0.00012772958,0.00042609393,0.0020941005,0.00037454665,0.0009798337,0.0005873271,0.0005673895,0.0006076092],"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":[0.00082475395,0.0009348405,0.66496134,0.0010980894,0.0006878523,0.0008864517,0.008184109,0.0306593,0.022413932,0.0042962204,0.007866559,0.25718656],"study_design_scores_gemma":[0.000016969276,0.00025670306,0.7252641,0.00013834468,0.00013540311,0.00041315763,0.0071261157,0.24365765,0.008576405,0.0043819407,0.009946436,0.00008684719],"about_ca_topic_score_codex":0.005230459,"about_ca_topic_score_gemma":0.0069398372,"teacher_disagreement_score":0.005230459,"about_ca_system_score_codex":0.0004957937,"about_ca_system_score_gemma":0.00021952094,"threshold_uncertainty_score":0.010399997},"labels":[],"label_agreement":null},{"id":"W4281644647","doi":"10.5539/elt.v15n6p124","title":"A Comparative Study of News Tweets of Tham Luang Cave Rescue by Thai, American, British, and Australian Broadcasters","year":2022,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Public Relations and Crisis Communication","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":"Sentence; News analytics; News media; Advertising; News values; Table (database); Sample (material); History; Psychology; Media studies; Sociology; Computer science; Artificial intelligence; Business","score_opus":0.02046514603069466,"score_gpt":0.3346258278351167,"score_spread":0.314160681804422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281644647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99729997,0.00005831951,0.000047370584,0.00008225978,0.000014457494,0.0000124745775,0.00024067139,0.0000030585138,0.00224139],"genre_scores_gemma":[0.997001,0.00021250635,0.00012832717,0.00009002952,0.000035586098,0.000034928267,0.0006739164,0.000011229435,0.0018124366],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9993013,0.0002365482,0.000063673004,0.00007934457,0.00018811935,0.00013099912],"domain_scores_gemma":[0.995992,0.0017898445,0.0009790286,0.000120335164,0.0008304342,0.0002883697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072337146,0.00017302697,0.00023398185,0.0016226827,0.0012948915,0.0013497581,0.00020272314,0.00043063238,0.0020327305],"category_scores_gemma":[0.0059738476,0.00016373926,0.00013095436,0.0019103006,0.0006123798,0.0014011774,0.00082734245,0.0005318383,0.0004868133],"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":[0.0005663116,0.00014688843,0.44504678,0.000582033,0.00007560302,0.0024362425,0.5113022,0.00009164908,0.009481334,0.00069202954,0.0035263628,0.026052587],"study_design_scores_gemma":[0.0000048429624,0.00010167727,0.69644797,0.00007455964,0.000033395285,0.00049501384,0.29362056,0.00028101786,0.0007006251,0.00006204386,0.008149494,0.000028885011],"about_ca_topic_score_codex":0.021320613,"about_ca_topic_score_gemma":0.040511817,"teacher_disagreement_score":0.021320613,"about_ca_system_score_codex":0.00078805414,"about_ca_system_score_gemma":0.0004226916,"threshold_uncertainty_score":0.04239303},"labels":[],"label_agreement":null},{"id":"W4282554334","doi":"10.21098/jcli.v1i2.26","title":"How Do Politicians Speak About Economic Policy During Pandemic Crisis? Evidence From Emerging and Developed Countries","year":2022,"lang":"en","type":"article","venue":"Journal of Central Banking Law and Institutions","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Crisis communication; Politics; Crisis response; Public relations; Political science; Reputation; Realm; Pandemic; Political communication; Development economics; Political economy; Coronavirus disease 2019 (COVID-19); Sociology; Economics","score_opus":0.040390974226532664,"score_gpt":0.3251010205247771,"score_spread":0.2847100462982444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282554334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98433566,0.0013634505,0.0001080033,0.001689986,0.00003991407,0.000027006183,0.00046136262,0.0000022083536,0.011972457],"genre_scores_gemma":[0.9976502,0.0011767286,0.00004813539,0.00045471103,0.000026270829,0.000019519157,0.00020585503,0.0000051988395,0.00041330862],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99653107,0.0019480729,0.00029590534,0.00032127972,0.0003408777,0.0005628931],"domain_scores_gemma":[0.9761835,0.013999827,0.006093822,0.00084409065,0.0017964033,0.0010823386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004421261,0.00025631025,0.00036758833,0.0020771439,0.0013943161,0.0028107318,0.00043686817,0.0008066829,0.004506001],"category_scores_gemma":[0.019777568,0.00036204502,0.00036010568,0.0032492867,0.0021659494,0.002664286,0.001978626,0.0016261332,0.00087846],"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":[0.00047970013,0.00022818884,0.81217664,0.00090990734,0.00020060349,0.0010140014,0.15156758,0.0001733157,0.00029403457,0.0031330832,0.003436203,0.026386732],"study_design_scores_gemma":[0.000026899681,0.000113020455,0.73043567,0.00079295435,0.00010484431,0.0002472901,0.25566912,0.00020566181,0.00020892822,0.00038427484,0.011778884,0.000032544707],"about_ca_topic_score_codex":0.017740395,"about_ca_topic_score_gemma":0.023691969,"teacher_disagreement_score":0.017740395,"about_ca_system_score_codex":0.00089220103,"about_ca_system_score_gemma":0.0012064467,"threshold_uncertainty_score":0.035274267},"labels":[],"label_agreement":null},{"id":"W4282585686","doi":"10.2196/38343","title":"Social Listening to Enhance Access to Appropriate Pandemic Information Among Culturally Diverse Populations: Case Study From Finland","year":2022,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Public Relations and Crisis Communication","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":"European Social Fund","keywords":"Active listening; Outreach; Context (archaeology); Data collection; Medical education; Social media; Psychology; World Wide Web; Computer science; Medicine; Sociology; Political science; Communication","score_opus":0.09516447860563658,"score_gpt":0.44842403797004404,"score_spread":0.35325955936440745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282585686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99356836,0.00047233186,0.00051887805,0.0009286054,0.000035870726,0.00017982259,0.000025210136,0.000007082184,0.004263803],"genre_scores_gemma":[0.995175,0.00089653116,0.0011815081,0.00061675004,0.000040687013,0.0001559166,0.000024146197,0.00001392223,0.001895537],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9965469,0.0020745378,0.0001893387,0.00021095909,0.00024183188,0.0007363385],"domain_scores_gemma":[0.99653375,0.0019950562,0.00029956838,0.00010591203,0.00018972826,0.00087588764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004757342,0.00090099376,0.00066040654,0.0013453362,0.013897274,0.0032281822,0.0017302025,0.004313723,0.0034354613],"category_scores_gemma":[0.008343129,0.00061505055,0.0009250645,0.0010213713,0.0037324827,0.0023547378,0.0052932687,0.0020284844,0.0004300546],"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":[0.00012769712,0.00074571464,0.01614973,0.00066050777,0.000034709734,0.101543024,0.86066365,0.00018114592,0.0017697788,0.0009217567,0.0010683183,0.016133986],"study_design_scores_gemma":[0.000027659631,0.00053138763,0.01080609,0.00046420866,0.00005199934,0.020922868,0.9566817,0.0003009174,0.0008547946,0.00049478887,0.008810293,0.00005331045],"about_ca_topic_score_codex":0.006869498,"about_ca_topic_score_gemma":0.014495799,"teacher_disagreement_score":0.013897274,"about_ca_system_score_codex":0.002797799,"about_ca_system_score_gemma":0.0042101066,"threshold_uncertainty_score":0.025159538},"labels":[],"label_agreement":null},{"id":"W4282840765","doi":"10.1177/10506519221105493","title":"Communicating During COVID-19 and Other Acute-Event Scenarios: A Practical Approach","year":2022,"lang":"en","type":"article","venue":"Journal of Business and Technical Communication","topic":"Public Relations and Crisis Communication","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":"Durham College","funders":"","keywords":"Modalities; Semiotics; Scripting language; Coronavirus disease 2019 (COVID-19); Event (particle physics); Technical communication; Preparedness; Software deployment; Task (project management); Public relations; Transition (genetics); Psychology; Business; Knowledge management; Computer science; Sociology; Political science; Engineering; Linguistics; Medicine","score_opus":0.056886491262012444,"score_gpt":0.37231470021403956,"score_spread":0.3154282089520271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282840765","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16083056,0.011309712,0.3836793,0.22881022,0.0068446966,0.013779213,0.00056147866,0.00253016,0.1916546],"genre_scores_gemma":[0.3997267,0.011572242,0.5396124,0.015620795,0.0017409076,0.0090326695,0.00030582954,0.00028106594,0.022107484],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9752136,0.020788874,0.0006886253,0.0007428877,0.0013208335,0.001245177],"domain_scores_gemma":[0.971419,0.020473795,0.0007039948,0.001396844,0.002107157,0.003899295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.037606813,0.0024836124,0.0010702875,0.0027846803,0.014587094,0.0120781865,0.006410284,0.012841193,0.014727223],"category_scores_gemma":[0.032966796,0.001166329,0.00107515,0.0012413674,0.00821306,0.015430143,0.021339595,0.008584885,0.0041613113],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077870704,0.004815593,0.0072507546,0.004877941,0.00012617726,0.019607283,0.37174606,0.0054320274,0.008117543,0.06602967,0.070897244,0.4403211],"study_design_scores_gemma":[0.000465253,0.0020347692,0.0030392169,0.0052845236,0.000106880274,0.010913226,0.5506435,0.007855904,0.0033315565,0.116058856,0.29984275,0.00042350776],"about_ca_topic_score_codex":0.0027135862,"about_ca_topic_score_gemma":0.009364047,"teacher_disagreement_score":0.037606813,"about_ca_system_score_codex":0.0042023514,"about_ca_system_score_gemma":0.008613572,"threshold_uncertainty_score":0.19888628},"labels":[],"label_agreement":null},{"id":"W4283168160","doi":"10.5539/jel.v11n5p1","title":"Exploring the Colgate Model: A Case Study of the Role of Crisis and Risk Communication in Higher Education","year":2022,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Crisis communication; Thematic analysis; Grounded theory; Strategic communication; Situational ethics; Public relations; Liberal arts education; Sociology; Process (computing); Frame (networking); Psychology; Social psychology; Pedagogy; Qualitative research; Political science; Higher education; Social science; Engineering; Computer science","score_opus":0.08509653468370819,"score_gpt":0.35102863603511203,"score_spread":0.2659321013514038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283168160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.788085,0.00054685544,0.015306656,0.037140906,0.00032001693,0.00041526006,0.000111716494,0.00011724123,0.15795632],"genre_scores_gemma":[0.97677773,0.0004255819,0.0032849577,0.0015680514,0.000033137636,0.00012987203,0.000030679734,0.00004803548,0.017701972],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9936418,0.004584787,0.00007118553,0.000299578,0.0005529449,0.0008497361],"domain_scores_gemma":[0.9927886,0.0048517697,0.00047082244,0.0004308957,0.00029721897,0.0011607963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036794755,0.0006716221,0.00043761428,0.001245161,0.016859766,0.010254369,0.0028225754,0.0062131286,0.006682987],"category_scores_gemma":[0.010154319,0.00041555834,0.0004607124,0.001418841,0.014774548,0.0074504605,0.008719278,0.0061072307,0.0009476502],"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":[0.00014988145,0.0005749238,0.009281561,0.00023379816,0.000015329166,0.020331705,0.80489945,0.0014195,0.0010831543,0.12854542,0.01265078,0.02081457],"study_design_scores_gemma":[0.000039807914,0.00019562474,0.0016910088,0.00022750052,0.000013579152,0.0038886361,0.87235874,0.0026017714,0.0007687646,0.015170202,0.10299618,0.000048085974],"about_ca_topic_score_codex":0.01814788,"about_ca_topic_score_gemma":0.041123103,"teacher_disagreement_score":0.01814788,"about_ca_system_score_codex":0.008660915,"about_ca_system_score_gemma":0.007112099,"threshold_uncertainty_score":0.06283963},"labels":[],"label_agreement":null},{"id":"W4283378840","doi":"10.1057/s41307-022-00276-y","title":"Communicating COVID-19: Analyzing Higher Education Institutional Responses in Canada, China, and the USA","year":2022,"lang":"en","type":"article","venue":"Higher Education Policy","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pandemic; Higher education; Context (archaeology); Crisis management; China; Higher education policy; Situational ethics; Coronavirus disease 2019 (COVID-19); Public relations; Crisis communication; Political science; Economic growth; Psychology; Social psychology; Education policy; Geography; Medicine; Economics","score_opus":0.043707304002244166,"score_gpt":0.3852135132327952,"score_spread":0.341506209230551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283378840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97030354,0.00011885106,0.00012644741,0.0052670706,0.000026141697,0.00006255274,0.0020312967,0.000017819119,0.022046369],"genre_scores_gemma":[0.99231684,0.00013087653,0.000069765214,0.00080107746,0.000013448988,0.000034003897,0.0009411925,0.000008902557,0.0056838654],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9975683,0.00023325026,0.000058003247,0.000092665236,0.0006133914,0.0014342717],"domain_scores_gemma":[0.99087536,0.0017798295,0.0011342784,0.00022697456,0.0039299442,0.0020536217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020163148,0.00022110986,0.0003173139,0.0022256307,0.005539823,0.005736262,0.001070922,0.0014505134,0.004672754],"category_scores_gemma":[0.009333435,0.00014183823,0.00020302141,0.0056895767,0.0018499292,0.0013788056,0.0022666513,0.001969503,0.00036138846],"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":[0.00030758674,0.0004148093,0.8257195,0.00011865415,0.00008750284,0.00066292344,0.051258616,0.0025179535,0.0004640715,0.01978486,0.059697643,0.038965993],"study_design_scores_gemma":[0.000019652447,0.000048657254,0.7682991,0.00008044274,0.000038492086,0.000020112813,0.1981679,0.0023850042,0.0003965025,0.00090243237,0.029597573,0.000044096814],"about_ca_topic_score_codex":0.9841579,"about_ca_topic_score_gemma":0.99026334,"teacher_disagreement_score":0.94498086,"about_ca_system_score_codex":0.055019144,"about_ca_system_score_gemma":0.08740064,"threshold_uncertainty_score":0.39919364},"labels":[],"label_agreement":null},{"id":"W4285139428","doi":"10.1123/ijsc.2022-0075","title":"Situational Crisis Communication Theory and the National Football League: A Case Study of the NFL’s Response Strategies to Its Concussion Crisis","year":2022,"lang":"en","type":"article","venue":"International Journal of Sport Communication","topic":"Public Relations and Crisis Communication","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 Ottawa","funders":"","keywords":"League; Crisis communication; Football; Thematic analysis; Crisis response; Situational ethics; Crisis management; Public relations; Political science; Qualitative research; Sociology; Social science; Law","score_opus":0.03635657271569638,"score_gpt":0.37494764888754334,"score_spread":0.33859107617184697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285139428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9298535,0.00093443366,0.004594413,0.009304087,0.00014051644,0.00018523194,0.00005972342,0.000025260933,0.05490283],"genre_scores_gemma":[0.9947626,0.00059955416,0.0011775197,0.00048365237,0.00003381305,0.000100266574,0.000021421118,0.0000085507945,0.0028126908],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9949226,0.0037447026,0.00013796568,0.00018701288,0.0004489334,0.00055886706],"domain_scores_gemma":[0.9939488,0.004197845,0.00061670697,0.00015325962,0.00047709694,0.00060622406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004794375,0.000407714,0.0002576539,0.0022767338,0.009594782,0.0053194794,0.0012106928,0.002362662,0.0030728122],"category_scores_gemma":[0.0076962397,0.0002243539,0.00032470538,0.0018362209,0.00691398,0.003699851,0.003917705,0.0022335665,0.00027506452],"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":[0.00007345048,0.00031454494,0.016307302,0.00041757396,0.000019069592,0.015006242,0.91092986,0.00071188004,0.0007050631,0.0269418,0.0041587977,0.024414422],"study_design_scores_gemma":[0.000008361637,0.00006197078,0.0038014583,0.00027334449,0.000007858785,0.0018723481,0.9712449,0.00046157182,0.00023373903,0.0017319883,0.020285094,0.00001739009],"about_ca_topic_score_codex":0.014376247,"about_ca_topic_score_gemma":0.027201338,"teacher_disagreement_score":0.014376247,"about_ca_system_score_codex":0.0064413245,"about_ca_system_score_gemma":0.0066660196,"threshold_uncertainty_score":0.046735287},"labels":[],"label_agreement":null},{"id":"W4288070780","doi":"10.1017/9781009089470.021","title":"Crisis Management","year":2022,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Business; Political science","score_opus":0.0304589493883252,"score_gpt":0.24176604136501514,"score_spread":0.21130709197668995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288070780","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011369084,0.019920941,0.007306155,0.014678724,0.0056005144,0.000100010155,0.0004916916,0.0005208304,0.95024437],"genre_scores_gemma":[0.014735644,0.013139005,0.0040349104,0.0035708637,0.0017041845,0.00008791573,0.0004932808,0.00019447786,0.9620397],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999653,0.000074444695,0.000024226554,0.000051878025,0.00015634298,0.000040139643],"domain_scores_gemma":[0.99962103,0.000079937105,0.000024900879,0.00004463339,0.00013465346,0.000094860785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049714855,0.00059335626,0.00028933294,0.00085226935,0.0012453787,0.0037809378,0.00077872904,0.0014581722,0.14475931],"category_scores_gemma":[0.0012179972,0.00019802668,0.0002637513,0.0007894623,0.00070206804,0.0023174786,0.0019350906,0.0018124267,0.047842346],"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":[0.000015813219,0.000027008333,0.000120614866,0.000215818,0.0000036525742,0.0001012284,0.00085202785,0.0002611993,0.00037528682,0.105121754,0.6851966,0.20770897],"study_design_scores_gemma":[0.0000011752047,0.0000051937195,0.00009465171,0.00010016691,6.246801e-7,0.00009431525,0.00015387111,0.00007716191,0.000055613105,0.006375132,0.99303955,0.0000025316028],"about_ca_topic_score_codex":0.00097270973,"about_ca_topic_score_gemma":0.0024176915,"teacher_disagreement_score":0.14475931,"about_ca_system_score_codex":0.0013870806,"about_ca_system_score_gemma":0.0012553469,"threshold_uncertainty_score":0.48426813},"labels":[],"label_agreement":null},{"id":"W4288851522","doi":"10.4018/978-1-5225-8182-6.ch021","title":"Crowdsourcing the Disaster Management Cycle","year":2019,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Crowdsourcing; Preparedness; Emergency management; Government (linguistics); Business; Crisis management; Public relations; Knowledge management; Political science; Computer science; World Wide Web","score_opus":0.019706970233370508,"score_gpt":0.2829207931284786,"score_spread":0.2632138228951081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288851522","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011820339,0.011465317,0.018870229,0.012511703,0.0013365068,0.00026136867,0.0003480513,0.0003416625,0.9430448],"genre_scores_gemma":[0.23135632,0.021101434,0.019376246,0.003842227,0.000703176,0.00038203644,0.0006472848,0.00034439773,0.7222469],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99955505,0.00012488087,0.0000110363835,0.000058953323,0.00019120798,0.00005874012],"domain_scores_gemma":[0.9997043,0.00014025456,0.000019102938,0.000039872226,0.000054312342,0.00004212861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056627684,0.00042729158,0.0001990787,0.0010027144,0.0030114127,0.0049980073,0.00101163,0.0015429814,0.017957352],"category_scores_gemma":[0.0010007332,0.0002354324,0.00032120373,0.0014942987,0.0035230939,0.0032555892,0.0035341226,0.0016683812,0.004429421],"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":[0.000034905835,0.000042503558,0.00047556008,0.0005635703,0.000010275742,0.00041622214,0.018374236,0.002472625,0.0014108674,0.54432714,0.1846256,0.24724655],"study_design_scores_gemma":[0.0000035381145,0.000008002105,0.00030962244,0.00023525312,0.0000018756766,0.000100891084,0.0033506374,0.0004244041,0.00027453277,0.048883382,0.9463978,0.000010199729],"about_ca_topic_score_codex":0.00929267,"about_ca_topic_score_gemma":0.012186754,"teacher_disagreement_score":0.017957352,"about_ca_system_score_codex":0.0042499774,"about_ca_system_score_gemma":0.0038905665,"threshold_uncertainty_score":0.060073376},"labels":[],"label_agreement":null},{"id":"W4289515824","doi":"10.1016/j.pubrev.2022.102224","title":"Pragmatic optimism, crisis leadership, and contingency theory: A view from the C-suite","year":2022,"lang":"en","type":"article","venue":"Public Relations Review","topic":"Public Relations and Crisis Communication","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":"Queen's University","funders":"","keywords":"Mindset; Contingency theory; Optimism; Pessimism; Contingency; Public relations; Transactional leadership; Preparedness; Political science; Elite; Crisis management; Multinational corporation; Psychology; Social psychology; Management; Economics; Politics","score_opus":0.0739743619877149,"score_gpt":0.3271009031857444,"score_spread":0.2531265411980295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289515824","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00068430457,0.8611661,0.0013421775,0.12556547,0.0019090566,0.000012829028,0.000024849924,0.0000081571,0.009287022],"genre_scores_gemma":[0.08031451,0.8710309,0.002224154,0.03724142,0.007528035,0.00012640638,0.000055922108,0.000018892379,0.0014597652],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9925688,0.0050914786,0.0003870935,0.00036966585,0.0012004338,0.0003826379],"domain_scores_gemma":[0.95991117,0.033255905,0.0013638715,0.00058959913,0.0039343177,0.00094513485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014271699,0.00058591145,0.0015884322,0.0052626687,0.0014010746,0.0068505285,0.0018463914,0.0052753054,0.0025689295],"category_scores_gemma":[0.030619483,0.00040256407,0.0008317445,0.0058086202,0.010641928,0.005284902,0.0030419452,0.008034317,0.00036481797],"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":[0.00016185567,0.00008767623,0.00080316584,0.008654361,0.00021692168,0.00015829789,0.0020975736,0.00093201257,0.00013211044,0.5818071,0.09231157,0.31263736],"study_design_scores_gemma":[0.00013723149,0.00015360815,0.0046685673,0.018320257,0.0002539974,0.0004027008,0.0035291384,0.001055835,0.00010726819,0.49584925,0.4754166,0.00010544967],"about_ca_topic_score_codex":0.012639788,"about_ca_topic_score_gemma":0.016485732,"teacher_disagreement_score":0.014271699,"about_ca_system_score_codex":0.0055234786,"about_ca_system_score_gemma":0.014207152,"threshold_uncertainty_score":0.075476825},"labels":[],"label_agreement":null},{"id":"W4291135049","doi":"10.5772/intechopen.100653","title":"Crisis Management - Principles, Roles and Application","year":2022,"lang":"en","type":"book","venue":"IntechOpen eBooks","topic":"Public Relations and Crisis Communication","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 Ottawa","funders":"","keywords":"Crisis management; Field (mathematics); Emergency management; Business; Political science; Public relations; Knowledge management; Economics; Computer science; Management","score_opus":0.023624869597994022,"score_gpt":0.29971831221146616,"score_spread":0.27609344261347213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291135049","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013703025,0.18498817,0.020342238,0.034246027,0.0040838984,0.00032595702,0.00016320022,0.0003733037,0.75410694],"genre_scores_gemma":[0.10111185,0.27586773,0.046467826,0.022013826,0.0058409004,0.0013446837,0.00045182326,0.00045385023,0.5464475],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983903,0.00064623746,0.000090081325,0.00012780666,0.00061416504,0.00013149498],"domain_scores_gemma":[0.99924636,0.00034398754,0.000056176195,0.000044584332,0.00018655758,0.00012236985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016035371,0.0008298054,0.00048642856,0.0013215728,0.0015783123,0.0077731074,0.0010614329,0.0021547105,0.011862434],"category_scores_gemma":[0.0024316437,0.00038703994,0.00033331435,0.0016179564,0.005164523,0.0049371724,0.0031820466,0.0044074007,0.0061290287],"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":[0.000018153478,0.00006520457,0.00019540162,0.0009094606,0.0000079454285,0.00016025497,0.0044038678,0.000765499,0.0004254756,0.49470955,0.2928978,0.20544146],"study_design_scores_gemma":[0.0000062996633,0.000014066554,0.00030074612,0.0011190001,0.000002591316,0.00029401144,0.0013020224,0.00030732254,0.00008280369,0.10174131,0.89482045,0.000009398581],"about_ca_topic_score_codex":0.0020991196,"about_ca_topic_score_gemma":0.002434397,"teacher_disagreement_score":0.011862434,"about_ca_system_score_codex":0.0029647565,"about_ca_system_score_gemma":0.0034245849,"threshold_uncertainty_score":0.03968376},"labels":[],"label_agreement":null},{"id":"W4293193531","doi":"10.1109/access.2022.3170897","title":"A Deep Attentive Multimodal Learning Approach for Disaster Identification From Social Media Posts","year":2022,"lang":"en","type":"article","venue":"IEEE Access","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Convolutional neural network; Social media; Identification (biology); Artificial intelligence; Recurrent neural network; Softmax function; Microblogging; Classifier (UML); Deep learning; Modality (human–computer interaction); Machine learning; Artificial neural network; Information retrieval; World Wide Web","score_opus":0.06028547662032377,"score_gpt":0.3600284143139184,"score_spread":0.2997429376935946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293193531","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20291871,0.0017877731,0.775929,0.0009328767,0.00034697333,0.000303716,0.001022214,0.0071430053,0.009615709],"genre_scores_gemma":[0.87887406,0.00049308233,0.10571927,0.00046964124,0.00019174359,0.0001849916,0.0011366084,0.00009881237,0.012831702],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997563,0.00003749686,0.000012090307,0.000089904155,0.000047880654,0.000056339883],"domain_scores_gemma":[0.9997969,0.00005576373,0.000028521365,0.000023021104,0.00007077062,0.000025014639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040433827,0.0010914146,0.00052544085,0.00095095776,0.00036178454,0.00043123442,0.00084737845,0.0008040442,0.0028348227],"category_scores_gemma":[0.00091715704,0.00026223433,0.0006412629,0.00061849644,0.00030952,0.0013349068,0.0012017059,0.0010234227,0.0010533028],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065368495,0.00084477797,0.0050827977,0.00022674941,0.00018918303,0.00052153773,0.00038323362,0.06510698,0.054253615,0.002096908,0.01070887,0.85993165],"study_design_scores_gemma":[0.000014674453,0.0002584335,0.0026154844,0.000024149893,0.00007649646,0.00011327569,0.0001267162,0.979813,0.01152378,0.0028285885,0.0025761605,0.000029319603],"about_ca_topic_score_codex":0.003623391,"about_ca_topic_score_gemma":0.00702152,"teacher_disagreement_score":0.003623391,"about_ca_system_score_codex":0.0004962646,"about_ca_system_score_gemma":0.0004883357,"threshold_uncertainty_score":0.009483457},"labels":[],"label_agreement":null},{"id":"W4293789042","doi":"10.5539/ass.v18n9p1","title":"A Comparative Analysis of COVID-19 Coverage in the United States Mainstream Media—Based on the New York Times and Wall Street Journal","year":2022,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Public Relations and Crisis Communication","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":"China; Newspaper; Framing (construction); Criticism; Censorship; Mainstream; Political science; Government (linguistics); Politics; Democracy; News media; Sociology; Media studies; Political economy; Law; History","score_opus":0.04645885531759096,"score_gpt":0.3499681758107024,"score_spread":0.3035093204931114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293789042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.955014,0.002811842,0.00008400827,0.0011249031,0.00011338106,0.000025986928,0.0014664019,0.000011551948,0.039347973],"genre_scores_gemma":[0.9926555,0.0025860362,0.00010391446,0.00019213912,0.00023114796,0.000041311658,0.0017209793,0.000022574099,0.0024464377],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978781,0.00086912746,0.00018438537,0.00013280044,0.00066311634,0.00027258552],"domain_scores_gemma":[0.9781713,0.01184228,0.0045424285,0.0003625799,0.0042558233,0.0008256307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021776129,0.00024321917,0.00026836997,0.01449135,0.001439363,0.004503091,0.0003074214,0.0005517853,0.0053181727],"category_scores_gemma":[0.013540318,0.00024040713,0.00017584597,0.016886288,0.0010923757,0.0044357567,0.0018125311,0.0006425563,0.00049782667],"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":[0.0010073101,0.00036352398,0.5172035,0.0015797011,0.00027617966,0.0017740151,0.33997768,0.00019271486,0.0030980858,0.01081923,0.018210089,0.105498],"study_design_scores_gemma":[0.000009476822,0.00009690218,0.79188365,0.00047211512,0.00006644041,0.0002165497,0.17723873,0.00027058367,0.0005230921,0.00018735383,0.029005917,0.000029292509],"about_ca_topic_score_codex":0.022437334,"about_ca_topic_score_gemma":0.040541314,"teacher_disagreement_score":0.022437334,"about_ca_system_score_codex":0.0020328464,"about_ca_system_score_gemma":0.001029063,"threshold_uncertainty_score":0.04461348},"labels":[],"label_agreement":null},{"id":"W4294783499","doi":"10.46743/2160-3715/2022.5640","title":"Using Memes as an Elicitation Tool: The Interview Prompt You Didn’t Know You Needed","year":2022,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Public Relations and Crisis Communication","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":"Brock University","funders":"","keywords":"Photo elicitation; Psychology; Trustworthiness; Process (computing); Qualitative research; Point (geometry); Semi-structured interview; Sociology; Social psychology; Computer science; Knowledge management; Social science","score_opus":0.28291548142526396,"score_gpt":0.5374841159454522,"score_spread":0.25456863452018824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294783499","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3033561,0.0022750145,0.55610895,0.02840599,0.003477325,0.014823073,0.0043565813,0.0018182733,0.08537864],"genre_scores_gemma":[0.6359815,0.0021966125,0.3022241,0.0069747814,0.0006711978,0.02597183,0.0008961947,0.00057477364,0.024508951],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96741664,0.02776552,0.0013303214,0.0011507324,0.0017851258,0.0005517498],"domain_scores_gemma":[0.9342486,0.048605073,0.004182691,0.005675265,0.006279343,0.0010090356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025442975,0.0009652862,0.0005734083,0.0014131039,0.0043507726,0.0030367307,0.001212343,0.0025058852,0.005094274],"category_scores_gemma":[0.07809138,0.0005425559,0.0003402254,0.0014489078,0.004402265,0.0047217966,0.003867346,0.0023356038,0.0021124],"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":[0.00070559536,0.0001834648,0.0026927602,0.004143838,0.00003797024,0.0022601457,0.7640458,0.00041039078,0.06134792,0.02747565,0.029395241,0.10730128],"study_design_scores_gemma":[0.000102328115,0.0007817634,0.004629207,0.003317601,0.00005404236,0.003111,0.32361344,0.0019981752,0.05791058,0.027753783,0.57646596,0.0002621089],"about_ca_topic_score_codex":0.00065252447,"about_ca_topic_score_gemma":0.0013122195,"teacher_disagreement_score":0.025442975,"about_ca_system_score_codex":0.0011605003,"about_ca_system_score_gemma":0.002351212,"threshold_uncertainty_score":0.13455689},"labels":[],"label_agreement":null},{"id":"W4296021843","doi":"10.3390/urbansci6030062","title":"Rapid Damage Estimation of Texas Winter Storm Uri from Social Media Using Deep Neural Networks","year":2022,"lang":"en","type":"article","venue":"Urban Science","topic":"Public Relations and Crisis Communication","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":"Software deployment; Disadvantaged; Social media; Storm; Estimation; Computer science; Geolocation; Geography; Business; Meteorology; Engineering; Political science; World Wide Web","score_opus":0.04186394166965906,"score_gpt":0.3100172771061516,"score_spread":0.26815333543649256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296021843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94034207,0.0006202925,0.04781493,0.000846024,0.00025358354,0.00009908641,0.0020922788,0.0010206959,0.0069111614],"genre_scores_gemma":[0.98929185,0.00018237796,0.006670139,0.00007214024,0.000054371903,0.00003227062,0.0016002532,0.000016225016,0.0020804484],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982625,0.00002902069,0.000008843361,0.000039629453,0.0000424506,0.000053817774],"domain_scores_gemma":[0.99973375,0.000069085465,0.000056682286,0.000027042082,0.000086325046,0.000027044505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028632674,0.0008435585,0.00030412115,0.0013216158,0.0002779231,0.00048144616,0.0005235139,0.0006449251,0.0009361401],"category_scores_gemma":[0.0010293841,0.00019253677,0.0003392214,0.0005755413,0.0002295717,0.00085386744,0.000750067,0.0006788937,0.00039438138],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008599051,0.00087043975,0.12612954,0.00028245515,0.00030830104,0.0016996012,0.0005643361,0.40472817,0.014344086,0.0017237435,0.022662718,0.4258267],"study_design_scores_gemma":[0.000006036748,0.000044697248,0.0179499,0.000016735961,0.000017041439,0.000045729776,0.00019586625,0.9784646,0.0017449579,0.0006463102,0.0008575675,0.0000105161935],"about_ca_topic_score_codex":0.013668962,"about_ca_topic_score_gemma":0.02323744,"teacher_disagreement_score":0.013668962,"about_ca_system_score_codex":0.00071186846,"about_ca_system_score_gemma":0.0003265441,"threshold_uncertainty_score":0.027178764},"labels":[],"label_agreement":null},{"id":"W4296551085","doi":"10.17269/s41997-022-00697-7","title":"Public health communication during the COVID-19 pandemic: perspectives of communication specialists, healthcare professionals, and community members in Quebec, Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Centre hospitalier de l'Université Laval; Hôtel-Dieu de Québec; Université Laval; Institut National de Santé Publique du Québec","funders":"Canadian Institutes of Health Research","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Health care; Health professionals; Public health; 2019-20 coronavirus outbreak; Health communication; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Public relations; Nursing; Medicine; Political science; Virology; Infectious disease (medical specialty)","score_opus":0.14613327499297862,"score_gpt":0.38440605206552697,"score_spread":0.23827277707254835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296551085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6658568,0.0071122856,0.00024941578,0.28362617,0.0011256366,0.00022725272,0.0008627786,0.000028227452,0.04091139],"genre_scores_gemma":[0.9618421,0.0026884007,0.00018113965,0.026568012,0.00018094695,0.000075752156,0.00015956,0.000023925726,0.008280261],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9880121,0.0038656618,0.00028003374,0.00039960825,0.0014718,0.005970764],"domain_scores_gemma":[0.9663273,0.0056898803,0.0022102608,0.00023216534,0.009512699,0.016027745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0068800105,0.00046510153,0.0007588201,0.0015056194,0.048127398,0.013019615,0.0033528064,0.0055961176,0.010894597],"category_scores_gemma":[0.015648952,0.0006913076,0.0005945703,0.0031957685,0.008089153,0.003348555,0.0061113937,0.008473761,0.00054010167],"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":[0.00027594174,0.0002637621,0.11165763,0.00040817613,0.00007688296,0.0023271653,0.79190326,0.00026073196,0.0004945106,0.00379104,0.06000691,0.028533919],"study_design_scores_gemma":[0.000031673084,0.00005425687,0.053971153,0.0004377767,0.000022082528,0.00011870586,0.9206348,0.00011929745,0.00004680291,0.00017960134,0.024330225,0.000053591426],"about_ca_topic_score_codex":0.9937289,"about_ca_topic_score_gemma":0.9974482,"teacher_disagreement_score":0.15215068,"about_ca_system_score_codex":0.15215068,"about_ca_system_score_gemma":0.27048033,"threshold_uncertainty_score":0.983385},"labels":[],"label_agreement":null},{"id":"W4296558862","doi":"10.1093/isr/viac047","title":"WhatsApp with Diplomatic Practices in Geneva? Diplomats, Digital Technologies, and Adaptation in Practice","year":2022,"lang":"en","type":"article","venue":"International Studies Review","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Diplomacy; Improvisation; Phenomenon; Adaptation (eye); Sociology; Public relations; Face (sociological concept); Context (archaeology); Meaning (existential); Political science; Media studies; Law; Epistemology; Politics; Psychology; Social science","score_opus":0.0872272370101321,"score_gpt":0.4091529094507739,"score_spread":0.32192567244064185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296558862","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.122175545,0.7906983,0.00058610656,0.027283821,0.0004861467,0.000056545465,0.000041009687,0.000021903228,0.058650598],"genre_scores_gemma":[0.6989892,0.29659316,0.00027150504,0.0010769344,0.00023109278,0.00007039219,0.000036719866,0.000011863263,0.0027191108],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99275196,0.005326598,0.0002723066,0.00027614835,0.0007632514,0.00060982304],"domain_scores_gemma":[0.9917618,0.0055951416,0.0013749452,0.00018095449,0.0005947438,0.000492294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070035765,0.00036835446,0.0005809477,0.0028431842,0.002058914,0.0073076813,0.0008386204,0.0021159763,0.00377164],"category_scores_gemma":[0.007991245,0.00027168458,0.00024392399,0.0079724835,0.009747696,0.0065100063,0.0030694166,0.0017164815,0.00025705472],"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":[0.00019176515,0.00019080816,0.008575394,0.016790623,0.00011023,0.0020985587,0.45676202,0.00065928145,0.0006422774,0.13778482,0.015204206,0.36098996],"study_design_scores_gemma":[0.00004583846,0.00021100577,0.025541266,0.031775743,0.00008985962,0.0009606866,0.49699944,0.00016368907,0.00043986394,0.009893146,0.4338177,0.0000616357],"about_ca_topic_score_codex":0.019440684,"about_ca_topic_score_gemma":0.022380698,"teacher_disagreement_score":0.019440684,"about_ca_system_score_codex":0.0067902827,"about_ca_system_score_gemma":0.008434996,"threshold_uncertainty_score":0.049267173},"labels":[],"label_agreement":null},{"id":"W4297375567","doi":"10.6007/ijarbss/v12-i9/14433","title":"Crossing the Threshold of General Public Relations Practices: Assessing Malaysia’s Experience in the First Quarter of the Millennium","year":2022,"lang":"en","type":"article","venue":"International Journal of Academic Research in Business and Social Sciences","topic":"Public Relations and Crisis Communication","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":"Realm; Globalization; Quarter (Canadian coin); Nothing; Public relations; Political science; Sociology; Law; History; Epistemology","score_opus":0.2803997633926899,"score_gpt":0.5114162232401666,"score_spread":0.23101645984747665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297375567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937663,0.0006086417,0.000043409993,0.0016729542,0.000020336758,0.000009908197,0.000028718508,0.0000029767994,0.0038466994],"genre_scores_gemma":[0.9973132,0.0005666227,0.00003650568,0.00029892966,0.000005653973,0.00000754785,0.00001668694,0.0000037811571,0.0017509649],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9971048,0.0011797902,0.00016363458,0.0001802987,0.0004973575,0.0008741288],"domain_scores_gemma":[0.9965193,0.00058779743,0.0011132054,0.00009755034,0.0003592428,0.0013229101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029056075,0.00027154214,0.00038497263,0.00091443677,0.0050586737,0.005712948,0.0008419942,0.0013966697,0.0025892449],"category_scores_gemma":[0.0045074085,0.00045740203,0.000238506,0.0015457416,0.004258287,0.0051471335,0.004953071,0.002585617,0.0004890311],"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":[0.000035407716,0.000058904265,0.06083798,0.000118614735,0.0000073645524,0.0007982594,0.92399037,0.000055352953,0.00051733275,0.002126639,0.0012016108,0.010252219],"study_design_scores_gemma":[0.0000010240557,0.000055511362,0.03165481,0.00009762507,0.0000027382287,0.00030004236,0.9581138,0.000046087996,0.00011645922,0.0000983234,0.00949721,0.000016340977],"about_ca_topic_score_codex":0.033729475,"about_ca_topic_score_gemma":0.049512234,"teacher_disagreement_score":0.033729475,"about_ca_system_score_codex":0.0068727382,"about_ca_system_score_gemma":0.0053548017,"threshold_uncertainty_score":0.06706625},"labels":[],"label_agreement":null},{"id":"W4297858103","doi":"10.1002/mar.21726","title":"Less speed more haste: The effect of crisis response speed and information strategy on the consumer−brand relationship","year":2022,"lang":"en","type":"article","venue":"Psychology and Marketing","topic":"Public Relations and Crisis Communication","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":"Brock University","funders":"","keywords":"Counterintuitive; Crisis response; Consistency (knowledge bases); Response time; Service (business); Psychology; Crisis communication; Term (time); Business; Marketing; Advertising; Computer science; Public relations; Political science","score_opus":0.036310295485793315,"score_gpt":0.34978784036269694,"score_spread":0.3134775448769036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297858103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976986,0.000056403514,0.00010803845,0.00012177595,0.0000064468763,0.00001147925,0.00003919534,0.000005708397,0.0019523231],"genre_scores_gemma":[0.99923277,0.00003331599,0.00012027669,0.00004635987,0.00000943146,0.000013133981,0.000064161206,0.0000075442395,0.00047319548],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971475,0.0015576803,0.00020370613,0.000351186,0.00044215852,0.00029766935],"domain_scores_gemma":[0.8534768,0.111022145,0.022989882,0.0042525693,0.0026040429,0.0056544943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044875173,0.00034963453,0.00034621646,0.00088878,0.00047949373,0.0031507364,0.0004605545,0.0011511764,0.013268286],"category_scores_gemma":[0.046915065,0.00022760169,0.0005661845,0.0007471713,0.0008120385,0.0014494756,0.0010981241,0.0017660016,0.00075324875],"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":[0.002291108,0.0024682074,0.97454596,0.000078746845,0.00036843304,0.00012556952,0.0015441842,0.0015570003,0.0021568325,0.0010509742,0.00046408587,0.013348852],"study_design_scores_gemma":[0.000030492365,0.0005598959,0.9954556,0.000015046855,0.00007875947,0.000030290208,0.0012531353,0.0014259097,0.00043013087,0.00038584546,0.00031835772,0.000016586493],"about_ca_topic_score_codex":0.0027449918,"about_ca_topic_score_gemma":0.0030056303,"teacher_disagreement_score":0.013268286,"about_ca_system_score_codex":0.0008805483,"about_ca_system_score_gemma":0.00053381623,"threshold_uncertainty_score":0.044386864},"labels":[],"label_agreement":null},{"id":"W4306837133","doi":"10.1108/aaaj-04-2020-4509","title":"Corporate accountability during crisis in the digitized era","year":2022,"lang":"en","type":"article","venue":"Accounting Auditing & Accountability Journal","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Accountability; Social media; Public relations; Crisis communication; Front (military); The Internet; Sociology; Communications management; Political science; Business; Law; Marketing; Engineering; Computer science; World Wide Web","score_opus":0.03998454892647571,"score_gpt":0.31783411664949934,"score_spread":0.2778495677230236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306837133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83276844,0.002008986,0.004011083,0.044743683,0.00051802845,0.000060308877,0.000104196355,0.00015077702,0.115634516],"genre_scores_gemma":[0.99608433,0.00020756751,0.00015121177,0.00094072183,0.00009389203,0.000014407793,0.000017255585,0.000021030977,0.0024695017],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9918213,0.0048331367,0.00022194361,0.00042625342,0.0014857772,0.0012117231],"domain_scores_gemma":[0.98434144,0.0074480334,0.0042566713,0.0011000003,0.001510177,0.0013436186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004072187,0.00028040446,0.00028958765,0.0017049181,0.008510212,0.009830423,0.00068415963,0.0021406729,0.005199392],"category_scores_gemma":[0.019886913,0.00022829324,0.00019160169,0.0018249447,0.011944379,0.009004241,0.009006765,0.0033596999,0.0005979015],"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":[0.00047841654,0.00021965778,0.04956949,0.00031906998,0.00002807504,0.0056135063,0.69644034,0.00088608154,0.0029761035,0.116848655,0.032372355,0.094248176],"study_design_scores_gemma":[0.000040136783,0.0001794558,0.04532415,0.00061414373,0.00001973232,0.0016060557,0.67615736,0.0013407457,0.0013840054,0.032364044,0.24088085,0.000089346344],"about_ca_topic_score_codex":0.0045254533,"about_ca_topic_score_gemma":0.0043057185,"teacher_disagreement_score":0.009830423,"about_ca_system_score_codex":0.0050941915,"about_ca_system_score_gemma":0.0021235016,"threshold_uncertainty_score":0.03696108},"labels":[],"label_agreement":null},{"id":"W4307427141","doi":"10.1177/17456916221109609","title":"Media-Induced War Trauma Amid Conflicts in Ukraine","year":2022,"lang":"en","type":"article","venue":"Perspectives on Psychological Science","topic":"Public Relations and Crisis Communication","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":"Health Sciences Centre","funders":"","keywords":"Psychology; Social psychology; Political science; Criminology","score_opus":0.08181825334525011,"score_gpt":0.4245603543609161,"score_spread":0.342742101015666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307427141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9524805,0.008364854,0.00034638683,0.0077868504,0.0002501738,0.000024911255,0.00018600702,0.000015180009,0.030545127],"genre_scores_gemma":[0.9939767,0.003868436,0.0000761291,0.0006339293,0.000099214485,0.000008382035,0.000051302337,0.000004093045,0.0012818559],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9993585,0.0003144724,0.00004005441,0.000048413774,0.00007544718,0.0001632599],"domain_scores_gemma":[0.9992668,0.00022190386,0.00028552374,0.000034162334,0.00006674776,0.00012493525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005910342,0.00019851593,0.00020508295,0.00089787564,0.003401851,0.002833051,0.00021984163,0.00054156414,0.002814601],"category_scores_gemma":[0.0013293903,0.00015253632,0.00020931155,0.00088599604,0.002311311,0.0014312139,0.002593767,0.0010931185,0.00024000197],"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":[0.00028777192,0.0002155273,0.23323803,0.0018131746,0.00014997786,0.015402656,0.56127477,0.00036091518,0.0030164479,0.042791422,0.015002083,0.12644728],"study_design_scores_gemma":[0.0000119398355,0.00013466434,0.3334843,0.0016009281,0.00007382227,0.00713828,0.54823667,0.00027230964,0.0011575113,0.0057715806,0.102067076,0.000050965285],"about_ca_topic_score_codex":0.010460504,"about_ca_topic_score_gemma":0.011266759,"teacher_disagreement_score":0.010460504,"about_ca_system_score_codex":0.002135084,"about_ca_system_score_gemma":0.0019103704,"threshold_uncertainty_score":0.02079922},"labels":[],"label_agreement":null},{"id":"W4307628806","doi":"10.32920/ryerson.21432999.v1","title":"Press councils in Canada: Models of practice and prospects for alternatives. [Report on a study for Newspapers Canada]","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Mitacs","keywords":"Newspaper; Political science; Journalism; Accountability; Public administration; Public opinion; Library science; Media studies; Sociology; Law; Politics","score_opus":0.08011042047717237,"score_gpt":0.364025800662588,"score_spread":0.2839153801854156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307628806","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19889653,0.021837724,0.009565363,0.21221136,0.00072486635,0.00071967684,0.0027997303,0.0004108608,0.5528339],"genre_scores_gemma":[0.96038073,0.006202694,0.0046185153,0.0033600414,0.000060458253,0.00028121556,0.0005762091,0.00008530347,0.02443484],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9733951,0.00950171,0.0006469171,0.0019654036,0.00866234,0.0058286013],"domain_scores_gemma":[0.938623,0.01909098,0.0035125623,0.0037877816,0.026531387,0.008454331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018712811,0.0007129802,0.0005957752,0.007492035,0.021386007,0.027400026,0.0057333065,0.0036052181,0.015738344],"category_scores_gemma":[0.07786078,0.0008439988,0.00059988425,0.020517398,0.019847713,0.011991748,0.006263952,0.0036822401,0.00073862245],"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":[0.00010303615,0.00019744536,0.044273376,0.00041894772,0.00008093843,0.00036243242,0.11033002,0.0018366,0.00010225529,0.68893766,0.062877424,0.090479866],"study_design_scores_gemma":[0.00012129787,0.00007128117,0.10552771,0.0016037169,0.00016044734,0.000141223,0.3971792,0.0047182455,0.0002756208,0.06560966,0.42441198,0.00017971605],"about_ca_topic_score_codex":0.9922477,"about_ca_topic_score_gemma":0.9935934,"teacher_disagreement_score":0.24870273,"about_ca_system_score_codex":0.24870273,"about_ca_system_score_gemma":0.42797488,"threshold_uncertainty_score":0.8713983},"labels":[],"label_agreement":null},{"id":"W4307628807","doi":"10.32920/ryerson.21432999","title":"Press councils in Canada: Models of practice and prospects for alternatives. [Report on a study for Newspapers Canada]","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Mitacs","keywords":"Newspaper; Political science; Journalism; Accountability; Public administration; Public opinion; Media studies; Library science; Law; Sociology; Politics","score_opus":0.08011042047717237,"score_gpt":0.364025800662588,"score_spread":0.2839153801854156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307628807","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19889653,0.021837724,0.009565363,0.21221136,0.00072486635,0.00071967684,0.0027997303,0.0004108608,0.5528339],"genre_scores_gemma":[0.96038073,0.006202694,0.0046185153,0.0033600414,0.000060458253,0.00028121556,0.0005762091,0.00008530347,0.02443484],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9733951,0.00950171,0.0006469171,0.0019654036,0.00866234,0.0058286013],"domain_scores_gemma":[0.938623,0.01909098,0.0035125623,0.0037877816,0.026531387,0.008454331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018712811,0.0007129802,0.0005957752,0.007492035,0.021386007,0.027400026,0.0057333065,0.0036052181,0.015738344],"category_scores_gemma":[0.07786078,0.0008439988,0.00059988425,0.020517398,0.019847713,0.011991748,0.006263952,0.0036822401,0.00073862245],"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":[0.00010303615,0.00019744536,0.044273376,0.00041894772,0.00008093843,0.00036243242,0.11033002,0.0018366,0.00010225529,0.68893766,0.062877424,0.090479866],"study_design_scores_gemma":[0.00012129787,0.00007128117,0.10552771,0.0016037169,0.00016044734,0.000141223,0.3971792,0.0047182455,0.0002756208,0.06560966,0.42441198,0.00017971605],"about_ca_topic_score_codex":0.9922477,"about_ca_topic_score_gemma":0.9935934,"teacher_disagreement_score":0.24870273,"about_ca_system_score_codex":0.24870273,"about_ca_system_score_gemma":0.42797488,"threshold_uncertainty_score":0.8713983},"labels":[],"label_agreement":null},{"id":"W4308593955","doi":"10.1080/14626268.2022.2141262","title":"Tweet for help: the role of social media in disaster events and the case of the 2015 Mina stampede","year":2022,"lang":"en","type":"article","venue":"Digital Creativity","topic":"Public Relations and Crisis Communication","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":"Dalhousie University","funders":"","keywords":"Hajj; Computer science; Social media; Emergency management; Function (biology); Filter (signal processing); Natural disaster; Data science; World Wide Web; History; Geography; Political science","score_opus":0.01918601661216446,"score_gpt":0.3062629651663128,"score_spread":0.28707694855414834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308593955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9773836,0.000429443,0.0003838603,0.008859636,0.00013625645,0.0000520255,0.00061265525,0.000029061484,0.012113562],"genre_scores_gemma":[0.9949826,0.00046962703,0.00063420815,0.00037213034,0.00009378746,0.00003071818,0.00033513154,0.000015108103,0.0030667046],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99937797,0.00022397866,0.00003518855,0.00006183833,0.00014551972,0.00015561686],"domain_scores_gemma":[0.9964393,0.0019152788,0.0007643239,0.00013893485,0.0003998125,0.00034225426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011897241,0.00035814408,0.00015207927,0.0022420594,0.0032089513,0.0024549013,0.0005264944,0.0012411346,0.0030822633],"category_scores_gemma":[0.0062998612,0.00013987621,0.00022116299,0.002145151,0.0011909946,0.0026756667,0.001582706,0.0011146129,0.00050993776],"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":[0.0005165794,0.00032905492,0.4418674,0.0008378058,0.00011431387,0.041533463,0.32144868,0.0020820247,0.0042977245,0.009330738,0.04683264,0.13080958],"study_design_scores_gemma":[0.000013350973,0.00011884871,0.30631375,0.00042628913,0.00007925537,0.0037096152,0.60173,0.0069417055,0.0019092767,0.0021761335,0.076478615,0.00010313177],"about_ca_topic_score_codex":0.03272338,"about_ca_topic_score_gemma":0.05508595,"teacher_disagreement_score":0.03272338,"about_ca_system_score_codex":0.0017148766,"about_ca_system_score_gemma":0.0011297803,"threshold_uncertainty_score":0.0650658},"labels":[],"label_agreement":null},{"id":"W4309047001","doi":"10.1016/j.jbusres.2022.113449","title":"‘Riding out the pandemic’: The role of brand message appeals on social media in shaping consumer responses","year":2022,"lang":"en","type":"article","venue":"Journal of Business Research","topic":"Public Relations and Crisis Communication","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":"Simon Fraser University","funders":"","keywords":"Advertising; Social media; Business; Coronavirus disease 2019 (COVID-19); Pandemic; Exploratory research; Brand awareness; Appeal to emotion; Marketing; Psychology; Political science; Sociology; Appeal; Medicine","score_opus":0.2951719153730116,"score_gpt":0.46170607608341363,"score_spread":0.16653416071040206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309047001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77526873,0.0004496632,0.0035170186,0.02269077,0.0005002115,0.00008791321,0.000074464326,0.00006545609,0.19734578],"genre_scores_gemma":[0.9942398,0.00011342494,0.00067920104,0.0020683776,0.00011123896,0.000020306245,0.000018416296,0.00005779097,0.0026913567],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9975719,0.0015687698,0.000042464006,0.00024774528,0.0003417959,0.00022741497],"domain_scores_gemma":[0.9887312,0.007789356,0.0010373988,0.0006752846,0.0010313416,0.00073541584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049153618,0.0002856075,0.00018572641,0.0008215968,0.0030467254,0.009155013,0.0007903489,0.0032799044,0.013649297],"category_scores_gemma":[0.022953982,0.00043438096,0.00025808267,0.0006480974,0.0073094107,0.006821906,0.0028229873,0.0039816233,0.0011644075],"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":[0.00112704,0.0008851737,0.090619296,0.0006053811,0.00016646257,0.0012965789,0.5056765,0.0010770574,0.017917356,0.19678964,0.023175932,0.16066353],"study_design_scores_gemma":[0.00024112455,0.0006438726,0.24994673,0.0008453596,0.00024549582,0.00089927367,0.42718273,0.0069632083,0.0061786664,0.15022027,0.15621515,0.00041806052],"about_ca_topic_score_codex":0.004478169,"about_ca_topic_score_gemma":0.005304101,"teacher_disagreement_score":0.013649297,"about_ca_system_score_codex":0.0012706515,"about_ca_system_score_gemma":0.0013363722,"threshold_uncertainty_score":0.04566139},"labels":[],"label_agreement":null},{"id":"W4317433676","doi":"10.3917/neg.037.0017","title":"Conference diplomacy in the era of COVID: How do international environmental fora adapt to virtual formats?","year":2023,"lang":"fr","type":"article","venue":"Négociations","topic":"Public Relations and Crisis Communication","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":"Humanities; Political science; Coronavirus disease 2019 (COVID-19); Diplomacy; Art; Law; Politics","score_opus":0.04109631498557082,"score_gpt":0.32955118971832487,"score_spread":0.28845487473275405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317433676","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37779486,0.0022744872,0.0055414597,0.045196593,0.0010109323,0.00018940252,0.0003094689,0.00015952106,0.5675232],"genre_scores_gemma":[0.96262455,0.0007338701,0.00077647145,0.0017742593,0.00013579117,0.00012662476,0.00011266417,0.000091817645,0.033624038],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9889353,0.0066570127,0.00032042782,0.0007683552,0.0014708863,0.0018479475],"domain_scores_gemma":[0.9790379,0.00963322,0.0027602126,0.0025756243,0.0023045915,0.0036885072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014743673,0.0002603383,0.00029760215,0.0020463567,0.006826806,0.018075349,0.0015454434,0.0019594128,0.031931147],"category_scores_gemma":[0.04931525,0.0003490063,0.00034325663,0.0031599787,0.007025092,0.014787408,0.012711651,0.0030775445,0.0027247441],"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":[0.00043393736,0.000335063,0.04269938,0.0004913048,0.00004218625,0.0006039362,0.1969917,0.001239632,0.0010672145,0.48051623,0.039467648,0.23611179],"study_design_scores_gemma":[0.000096867654,0.00025941158,0.051686455,0.0008462862,0.000026809003,0.0002589842,0.29280496,0.0010164242,0.0007885051,0.05837035,0.59372014,0.00012480984],"about_ca_topic_score_codex":0.009599918,"about_ca_topic_score_gemma":0.011613557,"teacher_disagreement_score":0.031931147,"about_ca_system_score_codex":0.0063436567,"about_ca_system_score_gemma":0.006128459,"threshold_uncertainty_score":0.106820285},"labels":[],"label_agreement":null},{"id":"W4317520102","doi":"","title":"Global Capabilities in Public Relations","year":2018,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.32214445071208253,"score_gpt":0.592932029559165,"score_spread":0.2707875788470825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317520102","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033847935,0.0025723057,0.0015644622,0.015216487,0.000080378195,0.000025250572,0.0000622012,0.000037230406,0.94659376],"genre_scores_gemma":[0.9845046,0.0016515207,0.00047515333,0.00088253437,0.00004645691,0.000015563994,0.00004162103,0.000019628778,0.012362958],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99661934,0.001078345,0.00006764847,0.00020068312,0.00071487395,0.0013191286],"domain_scores_gemma":[0.9957669,0.0015466651,0.0004528794,0.0003459872,0.00081974047,0.0010678306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002835501,0.00030247006,0.00020175148,0.0032484452,0.0057841144,0.010675426,0.00044248183,0.0010647551,0.014787339],"category_scores_gemma":[0.004736023,0.00013531135,0.00023037511,0.0042860643,0.019819006,0.006110403,0.006433319,0.0018915324,0.0006661361],"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":[0.0000064149217,0.0000065662834,0.001650913,0.000048189057,0.0000043619943,0.00010975485,0.016112085,0.00023565625,0.00007457293,0.96519655,0.0034665682,0.013088351],"study_design_scores_gemma":[0.000012484274,0.000025473795,0.013955384,0.0006033541,0.00001715092,0.00025735842,0.086039685,0.00037291137,0.00024360536,0.3930568,0.5053784,0.00003730846],"about_ca_topic_score_codex":0.21417822,"about_ca_topic_score_gemma":0.20031272,"teacher_disagreement_score":0.21417822,"about_ca_system_score_codex":0.01856189,"about_ca_system_score_gemma":0.025061263,"threshold_uncertainty_score":0.4258631},"labels":[],"label_agreement":null},{"id":"W4317932777","doi":"10.20944/preprints202301.0430.v1","title":"The Role of Social Media in the Process of Informing the Public About Disaster Risks","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Institute for Sustainable Development","funders":"","keywords":"Dissemination; Social media; Preparedness; Public relations; Emergency management; Snowball sampling; Process (computing); Business; Information Dissemination; Knowledge management; Political science; Computer science; Medicine","score_opus":0.1954778812387222,"score_gpt":0.42632717275592247,"score_spread":0.23084929151720027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317932777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6319692,0.010206369,0.01548258,0.055590577,0.0008721319,0.0007953925,0.0005923431,0.00018481187,0.28430662],"genre_scores_gemma":[0.9904779,0.0027801653,0.0029660228,0.00070215797,0.00022429501,0.00013751631,0.000043105854,0.000029643996,0.0026392043],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98482805,0.012364471,0.00033775033,0.0004802864,0.0012685765,0.00072077557],"domain_scores_gemma":[0.8989957,0.08602374,0.0058625257,0.002355968,0.0037728632,0.002989175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013859875,0.00048964145,0.0003204938,0.0046608667,0.003967068,0.010841808,0.000695826,0.001683897,0.0054349974],"category_scores_gemma":[0.045158245,0.00052516646,0.0003135716,0.0030344764,0.0054371576,0.008417621,0.0038552443,0.0018079,0.0010452031],"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":[0.0007968024,0.0010155486,0.19029304,0.002069913,0.00031281056,0.002252627,0.20522454,0.0019916347,0.004882897,0.1319161,0.016474847,0.4427692],"study_design_scores_gemma":[0.00021543274,0.0009311396,0.28071988,0.0050236057,0.00033758374,0.0014617734,0.30377257,0.006726705,0.006802085,0.15687813,0.23679341,0.0003376546],"about_ca_topic_score_codex":0.0038363393,"about_ca_topic_score_gemma":0.002661404,"teacher_disagreement_score":0.013859875,"about_ca_system_score_codex":0.0022314463,"about_ca_system_score_gemma":0.0035516655,"threshold_uncertainty_score":0.07329887},"labels":[],"label_agreement":null},{"id":"W4320069498","doi":"10.2196/41362","title":"Crisis and Emergency Risk Communication (CERC) in Social Media: A Bibliometric Analysis (Preprint)","year":2022,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Research Foundation of Korea; National Research Foundation","keywords":"Preprint; Risk communication; Social media; Psychology; Sociology; Political science; Computer science; Business; Risk analysis (engineering); World Wide Web","score_opus":0.10992487591004095,"score_gpt":0.5081742566642027,"score_spread":0.3982493807541617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320069498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6365889,0.2157172,0.0083003035,0.012119485,0.00083827175,0.0041418625,0.091976196,0.00046072004,0.029857108],"genre_scores_gemma":[0.8654576,0.091263734,0.013887841,0.00065791165,0.0006830696,0.003561684,0.022661151,0.000103460356,0.0017235067],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9759799,0.005758303,0.007996369,0.0015381511,0.007914134,0.0008131567],"domain_scores_gemma":[0.8360755,0.12119911,0.020572629,0.0031978555,0.017745528,0.001209429],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01656595,0.00070241233,0.0023770663,0.19115108,0.0018906775,0.0068189125,0.00084888237,0.0010212702,0.004202745],"category_scores_gemma":[0.08989483,0.00047112702,0.0026259169,0.2618786,0.001519847,0.005562521,0.0034804775,0.0006549007,0.0006284901],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003932052,0.00023465208,0.45993352,0.15040268,0.003992044,0.0012237031,0.0155975,0.0011650663,0.0014767508,0.009082824,0.031667717,0.32483038],"study_design_scores_gemma":[0.00011641074,0.00030541717,0.75609547,0.0501228,0.00862463,0.0022854137,0.035653412,0.0043006097,0.0018011624,0.0069568334,0.13347237,0.00026547],"about_ca_topic_score_codex":0.0045933644,"about_ca_topic_score_gemma":0.0058510476,"teacher_disagreement_score":0.983434,"about_ca_system_score_codex":0.0037196546,"about_ca_system_score_gemma":0.008073069,"threshold_uncertainty_score":0.087610185},"labels":[],"label_agreement":null},{"id":"W4321188317","doi":"10.1016/j.chb.2023.107715","title":"Dialogic communication on local government social media during the first wave of COVID-19: Evidence from the health commissions of prefecture-level cities in China","year":2023,"lang":"en","type":"article","venue":"Computers in Human Behavior","topic":"Public Relations and Crisis Communication","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":"Dalhousie University","funders":"Fundamental Research Funds for the Central Universities; Social Science Foundation of Shaanxi Province; National Social Science Fund of China; National Office for Philosophy and Social Sciences; Natural Science Foundation of Shaanxi Province; National Natural Science Foundation of China","keywords":"Dialogic; China; Government (linguistics); Context (archaeology); Social media; Pandemic; Public health; Local government; Microblogging; Coronavirus disease 2019 (COVID-19); Political science; Peer pressure; Crisis communication; Public relations; Sociology; Business; Public administration; Medicine; Geography; Nursing; Law","score_opus":0.1573065163853311,"score_gpt":0.37584472381566975,"score_spread":0.21853820743033864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321188317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972427,0.00006206492,0.000022207434,0.0005079129,0.000008476536,0.000016677392,0.00011493745,0.000002853911,0.0020222147],"genre_scores_gemma":[0.999295,0.00005268978,0.00001918066,0.00012425329,0.000008946808,0.000016221216,0.000098105695,0.0000025950774,0.00038299672],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971173,0.0010127455,0.00014445867,0.00027325161,0.00047033484,0.0009820056],"domain_scores_gemma":[0.9834238,0.0050446596,0.0051479256,0.0009055115,0.0022210418,0.0032571098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003049194,0.00036719465,0.000386909,0.0022252304,0.0042037047,0.0035967333,0.001212343,0.0015278166,0.0050261407],"category_scores_gemma":[0.011588406,0.00047507207,0.00033949804,0.0027232156,0.002732597,0.0024013321,0.0040682806,0.0019227499,0.00045252178],"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":[0.00024754446,0.0003827292,0.8732329,0.00009771045,0.00006699401,0.00061701215,0.11330823,0.00009479032,0.00040692385,0.0008829243,0.001934963,0.008727203],"study_design_scores_gemma":[0.000016000005,0.00006785521,0.8725031,0.00007184012,0.00003260243,0.000048409696,0.12517132,0.00022301696,0.00011830287,0.00012528003,0.0015990854,0.00002314636],"about_ca_topic_score_codex":0.18648356,"about_ca_topic_score_gemma":0.25874785,"teacher_disagreement_score":0.18648356,"about_ca_system_score_codex":0.0049674227,"about_ca_system_score_gemma":0.0071997265,"threshold_uncertainty_score":0.3707962},"labels":[],"label_agreement":null},{"id":"W4321783202","doi":"10.2196/38676","title":"State and Federal Legislators’ Responses on Social Media to the Mental Health and Burnout of Health Care Workers Throughout the COVID-19 Pandemic: Natural Language Processing and Sentiment Analysis","year":2023,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Public Relations and Crisis Communication","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":"National Institute of Mental Health; National Heart, Lung, and Blood Institute","keywords":"Social media; Mental health; Health care; Workforce; Political science; Public relations; Public health; Government (linguistics); Health policy; Psychology; Nursing; Medicine; Psychiatry; Law","score_opus":0.07321384927463877,"score_gpt":0.4636760562861363,"score_spread":0.39046220701149753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321783202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922122,0.00016055717,0.0011508658,0.0009322618,0.00007426918,0.0001407976,0.0025462774,0.000049812912,0.0027329805],"genre_scores_gemma":[0.9929299,0.00020427583,0.0023698818,0.00027754763,0.00014155346,0.00026428726,0.0024973096,0.000021390259,0.0012938529],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902594,0.00043852918,0.00009736931,0.00014439013,0.0001778444,0.00011596418],"domain_scores_gemma":[0.9936439,0.00399507,0.0012910645,0.00015447996,0.0007163389,0.00019907861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018458825,0.00021779306,0.00020460892,0.001845129,0.0007609777,0.0012980427,0.00019910128,0.00048078527,0.0016773369],"category_scores_gemma":[0.008070923,0.00013595127,0.0003633387,0.001577269,0.00047517396,0.0010664653,0.0009951983,0.0005405765,0.00049868156],"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":[0.0012949927,0.0005513091,0.61574495,0.0014236834,0.00016578389,0.0011175689,0.07757344,0.0017586154,0.029257677,0.0014739021,0.030739628,0.23889843],"study_design_scores_gemma":[0.000021208369,0.00021427784,0.89750236,0.00024660546,0.00006918487,0.00021973616,0.061319407,0.018530192,0.0036276686,0.00087326154,0.017310513,0.000065599816],"about_ca_topic_score_codex":0.004177627,"about_ca_topic_score_gemma":0.007976535,"teacher_disagreement_score":0.004177627,"about_ca_system_score_codex":0.00067522866,"about_ca_system_score_gemma":0.0003994255,"threshold_uncertainty_score":0.009762049},"labels":[],"label_agreement":null},{"id":"W4321796568","doi":"10.1007/978-3-031-17429-2_16","title":"“It’s in Your Hands”: Communicating a Pandemic to a Disengaged Public","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Public Relations and Crisis Communication","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":"Trent University","funders":"","keywords":"Jargon; Action (physics); Distancing; Social distance; Argument (complex analysis); Public relations; Pandemic; Media studies; Sociology; Political science; Coronavirus disease 2019 (COVID-19); Medicine; Linguistics","score_opus":0.21361197865520115,"score_gpt":0.38502599145034816,"score_spread":0.171414012795147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321796568","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026778856,0.015492701,0.0034135191,0.19994532,0.011073375,0.00006105202,0.000036800528,0.00005639603,0.7672429],"genre_scores_gemma":[0.14978684,0.02154228,0.0035008353,0.116065964,0.006190635,0.00025463788,0.00007482143,0.00022553749,0.7023584],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986077,0.00097118726,0.000019466637,0.000055786495,0.00019601316,0.00014972387],"domain_scores_gemma":[0.99886036,0.0008008352,0.000048306785,0.00003603287,0.00012323141,0.00013115765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017824416,0.0007534979,0.00025695132,0.00074043294,0.007112392,0.0083355615,0.0009646772,0.006843674,0.014908771],"category_scores_gemma":[0.004192898,0.00027808585,0.0002579002,0.00088489766,0.0106576085,0.012563339,0.0034276065,0.009951765,0.0032668437],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009756625,0.000025448562,0.0000628457,0.000102355836,0.0000031711638,0.00019726236,0.031950578,0.00013673467,0.000121205616,0.5022974,0.43870193,0.026391217],"study_design_scores_gemma":[0.0000072394632,0.00001536657,0.00014849832,0.00040865908,0.0000037712455,0.00019960424,0.029035434,0.0001923185,0.0001406226,0.1175506,0.8522827,0.000015110858],"about_ca_topic_score_codex":0.011115245,"about_ca_topic_score_gemma":0.015784064,"teacher_disagreement_score":0.014908771,"about_ca_system_score_codex":0.003974325,"about_ca_system_score_gemma":0.006734858,"threshold_uncertainty_score":0.049874783},"labels":[],"label_agreement":null},{"id":"W4327978568","doi":"10.31235/osf.io/fz627","title":"What if you hate your boss? How journalists evaluate newsroom leaders","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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 for Clinical Evaluative Sciences","funders":"","keywords":"Journalism; Doxa; Boss; Scholarship; Public relations; Citizen journalism; Happiness; Work (physics); Supervisor; Field (mathematics); Political science; Sociology; Media studies; Social psychology; Psychology; Engineering; Law","score_opus":0.21709656354223847,"score_gpt":0.42391416284227734,"score_spread":0.20681759930003887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327978568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981547,0.0004934287,0.00077809935,0.0019564996,0.000187318,0.000033151617,0.00004055017,0.000018460032,0.014945492],"genre_scores_gemma":[0.9957333,0.00040402682,0.0005178178,0.0007685489,0.00012410939,0.000026285172,0.000064541346,0.000023094937,0.0023382653],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9945398,0.0032917736,0.00018783445,0.00038171766,0.0010470921,0.00055177294],"domain_scores_gemma":[0.97402376,0.009647264,0.007210467,0.00057526695,0.0051090186,0.003434167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00668173,0.00025226752,0.00032553484,0.0017913748,0.0023794158,0.0065288926,0.0003819759,0.0010658442,0.0028009883],"category_scores_gemma":[0.039217334,0.000219567,0.0002292482,0.0006609654,0.002118619,0.0022787687,0.0015070497,0.00136274,0.0013049484],"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":[0.0006629855,0.00034582926,0.5322788,0.00031107868,0.00018213956,0.0008512261,0.35680202,0.00013508499,0.007438644,0.0014643123,0.013800405,0.08572742],"study_design_scores_gemma":[0.00003382678,0.00039996573,0.42174733,0.00030068375,0.00007383376,0.0006900613,0.5552258,0.00046411285,0.001873609,0.0013915807,0.017695706,0.0001034751],"about_ca_topic_score_codex":0.0033027614,"about_ca_topic_score_gemma":0.009371469,"teacher_disagreement_score":0.00668173,"about_ca_system_score_codex":0.0010017324,"about_ca_system_score_gemma":0.00092321046,"threshold_uncertainty_score":0.035336792},"labels":[],"label_agreement":null},{"id":"W4360847996","doi":"10.3390/bs13040282","title":"Dynamic Characteristics and Evolution Analysis of Information Dissemination Theme of Social Networks under Emergencies","year":2023,"lang":"en","type":"article","venue":"Behavioral Sciences","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Latent Dirichlet allocation; Theme (computing); Topic model; Computer science; Social media; Coding (social sciences); Data science; Operations research; Artificial intelligence; Sociology; Social science; World Wide Web; Engineering","score_opus":0.03566818300374154,"score_gpt":0.3812825038666285,"score_spread":0.34561432086288696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360847996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838082,0.00011513744,0.013365276,0.0001928445,0.000009897919,0.000032113294,0.00024355056,0.000029457691,0.0022035372],"genre_scores_gemma":[0.99775404,0.000047536003,0.001459834,0.000005391219,0.000007402436,0.000020955704,0.00016496304,0.0000043480086,0.00053562375],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99951744,0.0001393388,0.000026162938,0.00011412265,0.00012931137,0.000073611554],"domain_scores_gemma":[0.99722016,0.0012893262,0.0005557197,0.00014684755,0.0006437096,0.00014419842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008767758,0.00013343312,0.00015990552,0.0018832039,0.00040038335,0.0007813091,0.00034133883,0.00031473397,0.0008663726],"category_scores_gemma":[0.0057529435,0.000109815606,0.00027260077,0.001235372,0.00036647616,0.0016786756,0.0006222723,0.00032994442,0.00012951296],"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":[0.00046875756,0.00018520061,0.70524013,0.0003345637,0.00018930451,0.0008798304,0.020635936,0.032685347,0.022779336,0.046616085,0.0032722554,0.16671333],"study_design_scores_gemma":[0.000014911168,0.00018521101,0.6192456,0.00005398683,0.00010462187,0.0005133243,0.010062649,0.3419462,0.004045361,0.017210998,0.0065452717,0.000071817085],"about_ca_topic_score_codex":0.0031202205,"about_ca_topic_score_gemma":0.0024544834,"teacher_disagreement_score":0.0031202205,"about_ca_system_score_codex":0.0006938802,"about_ca_system_score_gemma":0.0003201551,"threshold_uncertainty_score":0.0062041283},"labels":[],"label_agreement":null},{"id":"W4365999012","doi":"10.1145/3579484","title":"Exploring Temporal and Multilingual Dynamics of Post-Disaster Social Media Discourse: A Case of Fukushima Daiichi Nuclear Accident","year":2023,"lang":"en","type":"article","venue":"Proceedings of the ACM on Human-Computer Interaction","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nuclear disaster; Social media; Political science; Emergency management; Crisis communication; Fukushima Nuclear Accident; Situation awareness; Dynamics (music); Public relations; Public discourse; Sociology; Engineering; Politics; Nuclear plant; Nuclear power plant","score_opus":0.16101580967901735,"score_gpt":0.3970830420715053,"score_spread":0.23606723239248795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365999012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99159545,0.00020148429,0.0005481823,0.002270463,0.000031841435,0.000033218523,0.00010218793,0.000013316911,0.0052037924],"genre_scores_gemma":[0.9976434,0.0002273207,0.0005021618,0.00023282954,0.00002979968,0.000039829512,0.00008735114,0.000020106327,0.0012170711],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99700755,0.001969987,0.00009796256,0.00023099022,0.00027855672,0.00041501227],"domain_scores_gemma":[0.9896786,0.007685182,0.0009652657,0.00032345843,0.00079680304,0.0005506633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004276119,0.0004738602,0.00037627903,0.0025376182,0.011579115,0.0049121813,0.0009222917,0.0021162883,0.0022560575],"category_scores_gemma":[0.008922786,0.00040877037,0.00038928346,0.0029968296,0.006998806,0.0060707345,0.0045922524,0.0023450537,0.0004017626],"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":[0.00009192369,0.000059676175,0.009276914,0.00008300797,0.000012182992,0.004912477,0.9771995,0.00014225423,0.0015851847,0.002040998,0.00088545965,0.003710541],"study_design_scores_gemma":[0.000010052573,0.000028436165,0.012368328,0.000062217594,0.0000138630685,0.00032265586,0.97637033,0.00056550885,0.0005092032,0.0006942338,0.009027456,0.000027668832],"about_ca_topic_score_codex":0.04048638,"about_ca_topic_score_gemma":0.080373384,"teacher_disagreement_score":0.04048638,"about_ca_system_score_codex":0.0059635304,"about_ca_system_score_gemma":0.0022924163,"threshold_uncertainty_score":0.0805015},"labels":[],"label_agreement":null},{"id":"W4366090307","doi":"10.22323/2.22020204","title":"Who are “we”? Examining relational ethos in British Columbia, Canada's COVID-19 public health communication","year":2023,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Public Relations and Crisis Communication","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":"Ethos; Rhetorical question; Ambivalence; Public relations; Identity (music); Public health; Sociology; Political science; Social psychology; Media studies; Psychology; Linguistics; Medicine; Law; Aesthetics","score_opus":0.17553695220202675,"score_gpt":0.38970359226778134,"score_spread":0.2141666400657546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366090307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7341104,0.0020070663,0.003065213,0.03620663,0.00025151277,0.00009293298,0.00010511602,0.00004315982,0.22411793],"genre_scores_gemma":[0.99223846,0.00031760556,0.00038215378,0.0011507756,0.000015740237,0.000020970505,0.000018882645,0.000023656265,0.005831891],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98629946,0.007914288,0.00029180333,0.00069147977,0.002937098,0.0018659346],"domain_scores_gemma":[0.97969615,0.012780258,0.0019101952,0.00043125558,0.0034856962,0.0016965196],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013362847,0.00045101476,0.00048059216,0.0037215387,0.044084243,0.015587643,0.0016969442,0.0031920583,0.0038607442],"category_scores_gemma":[0.022446858,0.0005145815,0.00018374111,0.0039539626,0.033886705,0.005691814,0.008626988,0.006253942,0.0003394815],"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":[0.000018410503,0.000013895638,0.0031874985,0.00005161522,0.0000037948007,0.00048586164,0.9497913,0.000042314994,0.00037158493,0.038977318,0.0022964615,0.00475992],"study_design_scores_gemma":[0.0000045169945,0.000008073652,0.0038228657,0.00013216225,0.0000067001133,0.0000911201,0.95352745,0.00013018552,0.00020229418,0.0025406547,0.039514743,0.000019387402],"about_ca_topic_score_codex":0.8870174,"about_ca_topic_score_gemma":0.9309057,"teacher_disagreement_score":0.95591575,"about_ca_system_score_codex":0.08836058,"about_ca_system_score_gemma":0.07388141,"threshold_uncertainty_score":0.64110386},"labels":[],"label_agreement":null},{"id":"W4366982370","doi":"10.1177/19312431231165931","title":"Failure or Reasonable Move?: Portrayal of American Pullout from Afghanistan in Russian and American International Media","year":2023,"lang":"en","type":"article","venue":"Electronic News","topic":"Public Relations and Crisis Communication","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 Toronto","funders":"","keywords":"Narrative; Faith; Political science; Asian americans; News media; Sociology; Gender studies; Social psychology; Law; Media studies; Criminology; Psychology","score_opus":0.01163578043068356,"score_gpt":0.3048415046727364,"score_spread":0.2932057242420528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366982370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9759187,0.0004459692,0.00025158984,0.0021502236,0.00009056302,0.000007572804,0.000060156603,0.000010879908,0.021064403],"genre_scores_gemma":[0.9976931,0.0002742621,0.000097349825,0.00021624177,0.00006304095,0.0000076974775,0.00004040435,0.000012155708,0.0015957119],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988102,0.000771233,0.00003685689,0.000059223938,0.00017889267,0.00014362483],"domain_scores_gemma":[0.9967024,0.0022304426,0.0006151104,0.000075933785,0.00018579587,0.00019028319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015307968,0.00046770886,0.00020762281,0.0018769534,0.0045435056,0.0050683925,0.00042895897,0.0011364319,0.002777843],"category_scores_gemma":[0.0045277053,0.00023323567,0.00016252257,0.001167366,0.0035056034,0.0034158097,0.002450171,0.0020277298,0.00030671936],"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":[0.00011044374,0.000021836235,0.012383707,0.000078666955,0.00001144706,0.00078840944,0.97511464,0.000030095893,0.0014176997,0.0035248892,0.0014207145,0.0050974707],"study_design_scores_gemma":[0.000003980935,0.00003288622,0.013578634,0.00008789569,0.0000119289925,0.00041398025,0.96626663,0.00014727707,0.00043267573,0.0003397259,0.018668715,0.000015766736],"about_ca_topic_score_codex":0.006959125,"about_ca_topic_score_gemma":0.011709618,"teacher_disagreement_score":0.006959125,"about_ca_system_score_codex":0.0013342428,"about_ca_system_score_gemma":0.00049474044,"threshold_uncertainty_score":0.013837218},"labels":[],"label_agreement":null},{"id":"W4367840012","doi":"10.32920/22750379.v1","title":"The COVID years: Risk, reward and Rethinking priorities","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","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":"Futures contract; Coronavirus disease 2019 (COVID-19); Pandemic; Journalism; 2019-20 coronavirus outbreak; Public health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Public relations; Risk communication; Development economics; Economic growth; Political economy; Sociology; Economics; Medicine; Law; Nursing; Management; Virology; Financial economics","score_opus":0.09870672089717918,"score_gpt":0.36974637089140666,"score_spread":0.27103964999422747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367840012","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008930048,0.0111141605,0.0038473282,0.9017259,0.007765367,0.000023645318,0.00008106577,0.00009507016,0.06641751],"genre_scores_gemma":[0.759951,0.018014388,0.0055365902,0.14244758,0.009952319,0.00014073715,0.00015282336,0.0005563412,0.063248225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9814465,0.010135419,0.00043431754,0.0009969875,0.0035351096,0.0034516598],"domain_scores_gemma":[0.93434155,0.028110968,0.002515836,0.0026477384,0.007736601,0.024647366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026615607,0.00062921713,0.0008193267,0.00229066,0.017564537,0.032653667,0.002174248,0.013324245,0.021707918],"category_scores_gemma":[0.07688059,0.00051370496,0.00045718037,0.0021357231,0.021068372,0.03307017,0.012235679,0.018722761,0.0031660586],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102923645,0.00008151587,0.0013577897,0.00012181558,0.000019197272,0.00025009492,0.014186887,0.00026719362,0.000182403,0.69573194,0.23176354,0.055934757],"study_design_scores_gemma":[0.000026044727,0.00005539114,0.0016725066,0.0005423745,0.000014418973,0.00014047498,0.036787864,0.0004869844,0.00022541735,0.54005224,0.41992497,0.00007131694],"about_ca_topic_score_codex":0.020845167,"about_ca_topic_score_gemma":0.03261994,"teacher_disagreement_score":0.032653667,"about_ca_system_score_codex":0.012727566,"about_ca_system_score_gemma":0.03495366,"threshold_uncertainty_score":0.14075845},"labels":[],"label_agreement":null},{"id":"W4367840420","doi":"10.32920/22750379","title":"The COVID years: Risk, reward and Rethinking priorities","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","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":"Futures contract; Coronavirus disease 2019 (COVID-19); Pandemic; Journalism; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Public health; Political science; Political economy; Public relations; Development economics; Sociology; Economics; Law; Medicine; Virology; Financial economics","score_opus":0.09870672089717918,"score_gpt":0.36974637089140666,"score_spread":0.27103964999422747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367840420","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008930048,0.0111141605,0.0038473282,0.9017259,0.007765367,0.000023645318,0.00008106577,0.00009507016,0.06641751],"genre_scores_gemma":[0.759951,0.018014388,0.0055365902,0.14244758,0.009952319,0.00014073715,0.00015282336,0.0005563412,0.063248225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9814465,0.010135419,0.00043431754,0.0009969875,0.0035351096,0.0034516598],"domain_scores_gemma":[0.93434155,0.028110968,0.002515836,0.0026477384,0.007736601,0.024647366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026615607,0.00062921713,0.0008193267,0.00229066,0.017564537,0.032653667,0.002174248,0.013324245,0.021707918],"category_scores_gemma":[0.07688059,0.00051370496,0.00045718037,0.0021357231,0.021068372,0.03307017,0.012235679,0.018722761,0.0031660586],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102923645,0.00008151587,0.0013577897,0.00012181558,0.000019197272,0.00025009492,0.014186887,0.00026719362,0.000182403,0.69573194,0.23176354,0.055934757],"study_design_scores_gemma":[0.000026044727,0.00005539114,0.0016725066,0.0005423745,0.000014418973,0.00014047498,0.036787864,0.0004869844,0.00022541735,0.54005224,0.41992497,0.00007131694],"about_ca_topic_score_codex":0.020845167,"about_ca_topic_score_gemma":0.03261994,"teacher_disagreement_score":0.032653667,"about_ca_system_score_codex":0.012727566,"about_ca_system_score_gemma":0.03495366,"threshold_uncertainty_score":0.14075845},"labels":[],"label_agreement":null},{"id":"W4376129618","doi":"10.1177/21674795231174871","title":"The Beginning of a Reckoning: An Application of Situational Crisis Communication Theory and Image Repair to the National Women’s Soccer League","year":2023,"lang":"en","type":"article","venue":"Communication & Sport","topic":"Public Relations and Crisis Communication","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 Guelph","funders":"","keywords":"Misconduct; Scapegoating; Psychology; Situational ethics; Action (physics); Blame; Harassment; Social psychology; Curran; Situation awareness; Criminology; Public relations; Political science; Law; Engineering","score_opus":0.03063144274944984,"score_gpt":0.3587428461386903,"score_spread":0.32811140338924044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376129618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9123557,0.0008316766,0.015440701,0.00970367,0.000110625406,0.0002235477,0.00008333403,0.00004115435,0.061209604],"genre_scores_gemma":[0.99544734,0.00031056488,0.002988806,0.0003166609,0.00001794631,0.000070995746,0.000028907536,0.0000077783925,0.0008111387],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9969176,0.0023596957,0.00007012211,0.00017797925,0.00026455327,0.00021001641],"domain_scores_gemma":[0.98809016,0.008271618,0.0017937451,0.0005068091,0.00088510383,0.00045258983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047069243,0.00036224007,0.0002564569,0.0028723616,0.0030582747,0.0041257273,0.0011228706,0.0008650029,0.0023259094],"category_scores_gemma":[0.015945027,0.00023956761,0.00032887256,0.0016120226,0.007055967,0.004353242,0.004378957,0.0021712792,0.00014702421],"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":[0.00015719004,0.00072639796,0.14351827,0.00041981027,0.00006366485,0.0014190695,0.5412883,0.0033201575,0.0006227305,0.16841984,0.004392336,0.1356523],"study_design_scores_gemma":[0.00002441398,0.00018540128,0.05230037,0.00044110703,0.000032714222,0.00034684624,0.8735033,0.014175929,0.00041785467,0.04709438,0.011432197,0.00004548205],"about_ca_topic_score_codex":0.023015236,"about_ca_topic_score_gemma":0.03129009,"teacher_disagreement_score":0.023015236,"about_ca_system_score_codex":0.005016378,"about_ca_system_score_gemma":0.005595022,"threshold_uncertainty_score":0.04576254},"labels":[],"label_agreement":null},{"id":"W4376133625","doi":"10.1136/bmjopen-2022-067531","title":"What is needed to effectively communicate risk during a health crisis? A qualitative study with international experts based on the COVID-19 pandemic","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Public Relations and Crisis Communication","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":"University of Toronto","funders":"CHIST-ERA; Universitätsklinikum Hamburg-Eppendorf; University of Toronto; Agencia Nacional de Investigación y Desarrollo; Agenția Națională pentru Cercetare și Dezvoltare","keywords":"Thematic analysis; Crisis communication; Medicine; Pandemic; Public relations; Health communication; Qualitative research; Risk communication; Coronavirus disease 2019 (COVID-19); Latin Americans; Global health; Public health; Economic growth; Environmental health; Nursing; Political science; Infectious disease (medical specialty); Disease; Sociology; Social science; Law","score_opus":0.28372283550437427,"score_gpt":0.5610499516534707,"score_spread":0.27732711614909644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376133625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9729901,0.0011960501,0.0039269947,0.009300375,0.00023531867,0.0006764663,0.0002531175,0.000031876756,0.011389614],"genre_scores_gemma":[0.9892799,0.0013250586,0.0015845202,0.0026231774,0.000051561285,0.00088231877,0.000078777084,0.000037760943,0.0041368753],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9804494,0.015447449,0.0003986292,0.0006252978,0.0007480631,0.002331171],"domain_scores_gemma":[0.9626684,0.029600207,0.0019510838,0.00049760414,0.002038925,0.003243696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025457459,0.000853634,0.0010985296,0.0020659526,0.013788846,0.005657593,0.0020391266,0.0031223153,0.00433824],"category_scores_gemma":[0.029451318,0.00095198804,0.0004978471,0.0018035037,0.012027879,0.0065317545,0.007159564,0.0050910194,0.00050654175],"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":[0.000025243158,0.00003643855,0.0008149229,0.00013038075,0.0000023528485,0.00045642376,0.99568045,0.000020540361,0.00025153373,0.00073660567,0.00048917084,0.0013558994],"study_design_scores_gemma":[0.0000029844987,0.000023165325,0.00022984887,0.00011476371,0.00000144394,0.00008230125,0.9965675,0.000023136094,0.00007070279,0.00011458524,0.0027641049,0.000005515828],"about_ca_topic_score_codex":0.0070313313,"about_ca_topic_score_gemma":0.008962012,"teacher_disagreement_score":0.025457459,"about_ca_system_score_codex":0.006164219,"about_ca_system_score_gemma":0.00791532,"threshold_uncertainty_score":0.13463348},"labels":[],"label_agreement":null},{"id":"W4376135394","doi":"10.32920/22802579","title":"Does News Platform Matter? Comparing Online Journalistic Role Performance to Newspaper, Radio, and Television","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","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":"Zürcher Hochschule für Angewandte Wissenschaften; Northwestern University; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Universidad Iberoamericana Ciudad de México; Pontificia Universidad Católica de Valparaíso; Mitacs","keywords":"Newspaper; Affordance; Journalism; Politics; Digital media; Political science; Service (business); New media; Advertising; Public relations; Business; Psychology; Marketing","score_opus":0.06368274087944342,"score_gpt":0.34334335976735736,"score_spread":0.27966061888791394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376135394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937447,0.00014362064,0.00011185464,0.00014290964,0.000015912121,0.000008696063,0.00008502873,0.00000207273,0.005745215],"genre_scores_gemma":[0.9994374,0.00006998454,0.00003483729,0.000025345755,0.000012256616,0.0000053893305,0.00006111907,0.000004851862,0.0003488397],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960025,0.0021074454,0.00024676084,0.00041538803,0.00054017187,0.00068779953],"domain_scores_gemma":[0.9713643,0.01823496,0.005685213,0.0010189071,0.0016816425,0.0020149092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003691699,0.00020097542,0.00036999927,0.0020384921,0.0007841659,0.003918583,0.00039449043,0.00036887577,0.005574908],"category_scores_gemma":[0.022065414,0.00014897692,0.00034206916,0.0020524033,0.002169221,0.0027204808,0.0018765443,0.0005429514,0.001009006],"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":[0.0008875506,0.00027545125,0.92754096,0.00023437606,0.00027883137,0.00026830274,0.03733805,0.00014413157,0.0014706055,0.0017770686,0.00062968855,0.02915496],"study_design_scores_gemma":[0.0000081473145,0.00024968197,0.94458306,0.00004792833,0.000059610815,0.000054897042,0.05261095,0.00015155853,0.0004864411,0.00027911074,0.0014570927,0.000011478121],"about_ca_topic_score_codex":0.0033468697,"about_ca_topic_score_gemma":0.0036076922,"teacher_disagreement_score":0.005574908,"about_ca_system_score_codex":0.0005547384,"about_ca_system_score_gemma":0.0005866144,"threshold_uncertainty_score":0.0195238},"labels":[],"label_agreement":null},{"id":"W4376150293","doi":"10.32920/22802579.v1","title":"Does News Platform Matter? Comparing Online Journalistic Role Performance to Newspaper, Radio, and Television","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","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":"Zürcher Hochschule für Angewandte Wissenschaften; Northwestern University; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Universidad Iberoamericana Ciudad de México; Pontificia Universidad Católica de Valparaíso; Mitacs","keywords":"Newspaper; Affordance; Journalism; Politics; Digital media; Political science; Service (business); Digital era; Advertising; Public relations; The Internet; Business; Psychology; Computer science; Marketing; World Wide Web","score_opus":0.06368274087944342,"score_gpt":0.34334335976735736,"score_spread":0.27966061888791394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376150293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937447,0.00014362064,0.00011185464,0.00014290964,0.000015912121,0.000008696063,0.00008502873,0.00000207273,0.005745215],"genre_scores_gemma":[0.9994374,0.00006998454,0.00003483729,0.000025345755,0.000012256616,0.0000053893305,0.00006111907,0.000004851862,0.0003488397],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960025,0.0021074454,0.00024676084,0.00041538803,0.00054017187,0.00068779953],"domain_scores_gemma":[0.9713643,0.01823496,0.005685213,0.0010189071,0.0016816425,0.0020149092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003691699,0.00020097542,0.00036999927,0.0020384921,0.0007841659,0.003918583,0.00039449043,0.00036887577,0.005574908],"category_scores_gemma":[0.022065414,0.00014897692,0.00034206916,0.0020524033,0.002169221,0.0027204808,0.0018765443,0.0005429514,0.001009006],"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":[0.0008875506,0.00027545125,0.92754096,0.00023437606,0.00027883137,0.00026830274,0.03733805,0.00014413157,0.0014706055,0.0017770686,0.00062968855,0.02915496],"study_design_scores_gemma":[0.0000081473145,0.00024968197,0.94458306,0.00004792833,0.000059610815,0.000054897042,0.05261095,0.00015155853,0.0004864411,0.00027911074,0.0014570927,0.000011478121],"about_ca_topic_score_codex":0.0033468697,"about_ca_topic_score_gemma":0.0036076922,"teacher_disagreement_score":0.005574908,"about_ca_system_score_codex":0.0005547384,"about_ca_system_score_gemma":0.0005866144,"threshold_uncertainty_score":0.0195238},"labels":[],"label_agreement":null},{"id":"W4377014418","doi":"10.1016/j.jclepro.2023.137369","title":"Mapping global conversations on twitter about environmental, social, and governance topics through natural language processing","year":2023,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Center for Interuniversity Research and Analysis on Organizations; Polytechnique Montréal","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Corporate governance; Popularity; Public relations; Social media; Corporate social responsibility; Business; Influencer marketing; Political science; Marketing","score_opus":0.03506005701913493,"score_gpt":0.3349456174363797,"score_spread":0.29988556041724473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377014418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9161398,0.00066720374,0.008926594,0.0033658198,0.00040232448,0.00029629044,0.050023463,0.00076280197,0.019415785],"genre_scores_gemma":[0.94369936,0.00049964053,0.012503009,0.00042029793,0.000286132,0.00039870577,0.035951585,0.000131375,0.0061099567],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99944097,0.00020004883,0.000047567533,0.00012607202,0.0000976353,0.000087743436],"domain_scores_gemma":[0.9979818,0.0014320457,0.0002197513,0.00009282201,0.00016711024,0.00010640128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059884024,0.00042677586,0.00024509008,0.0025905566,0.00085857906,0.0015383243,0.0002557949,0.0008084799,0.0032785174],"category_scores_gemma":[0.0031657775,0.00013250083,0.0003764783,0.0025794671,0.00034341426,0.0025477612,0.0013905255,0.00078441546,0.0017945503],"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":[0.001859951,0.0007775421,0.2920086,0.0029711402,0.00047407355,0.0026626538,0.04697953,0.011634864,0.06594014,0.016030889,0.1437452,0.41491544],"study_design_scores_gemma":[0.00012564547,0.00045496615,0.4389126,0.0006197562,0.00038037202,0.0011135007,0.110607915,0.14887226,0.016498277,0.019539984,0.26258305,0.00029174634],"about_ca_topic_score_codex":0.009540068,"about_ca_topic_score_gemma":0.016705573,"teacher_disagreement_score":0.009540068,"about_ca_system_score_codex":0.00051192305,"about_ca_system_score_gemma":0.0006459986,"threshold_uncertainty_score":0.018969119},"labels":[],"label_agreement":null},{"id":"W4377992459","doi":"10.1007/978-3-030-22767-8_1304","title":"Corporate Crisis Management and Business Ethics","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Public Relations and Crisis Communication","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":"Trent University","funders":"","keywords":"Business ethics; Business; Crisis management; Accounting; Business administration; Management; Economics","score_opus":0.17224625903996144,"score_gpt":0.3398037554258234,"score_spread":0.16755749638586198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377992459","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00068039005,0.0086437445,0.0015022709,0.00792945,0.0006328428,0.000018446897,0.000010219924,0.00001463007,0.980568],"genre_scores_gemma":[0.0630599,0.0077096447,0.0010034579,0.004972909,0.0012347879,0.00008398863,0.000028072685,0.000056386754,0.92185086],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99925,0.00039059282,0.000014352925,0.000039611034,0.00023249566,0.00007300677],"domain_scores_gemma":[0.9993082,0.00044279435,0.000032316115,0.00003981126,0.000120017874,0.000056926365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084888603,0.00051293976,0.00025301665,0.00090158154,0.0025281948,0.006716487,0.0005341664,0.0032568658,0.015692303],"category_scores_gemma":[0.0016619335,0.00022703428,0.00012963232,0.0011183529,0.0061588795,0.003226998,0.001267961,0.003845869,0.0039621233],"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":[0.0000020570353,0.000012361884,0.000023601746,0.000025093683,8.2468887e-7,0.000025340301,0.001029857,0.00012566517,0.00003681648,0.9091093,0.0750434,0.014565618],"study_design_scores_gemma":[0.0000030877816,0.0000056924114,0.00015527941,0.0001684377,0.0000011341605,0.000052682182,0.0010797628,0.00024973755,0.000066671186,0.41939566,0.57881707,0.0000047830245],"about_ca_topic_score_codex":0.004510966,"about_ca_topic_score_gemma":0.009922163,"teacher_disagreement_score":0.015692303,"about_ca_system_score_codex":0.0036911375,"about_ca_system_score_gemma":0.0033178756,"threshold_uncertainty_score":0.052495956},"labels":[],"label_agreement":null},{"id":"W4378551944","doi":"10.1123/ijsc.2023-0111","title":"Examining the Intersection of Sport, Social Media, and Crisis Communication","year":2023,"lang":"en","type":"article","venue":"International Journal of Sport Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Crisis communication; League; Interview; Social media; Public relations; Athletes; Intersection (aeronautics); Sport communication; State (computer science); Survey research; Sociology; Advertising; Political science; Psychology; Communication studies; Applied psychology; Business; Engineering; Social science; Computer science","score_opus":0.058224392779781003,"score_gpt":0.3484495312838249,"score_spread":0.29022513850404386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378551944","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09266433,0.06485033,0.0050919615,0.68922836,0.0218894,0.00008700721,0.00011155029,0.000029127368,0.12604794],"genre_scores_gemma":[0.8004973,0.063608766,0.0018925788,0.09736974,0.02583309,0.00023461417,0.00007424784,0.000057225865,0.010432424],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99512756,0.0031430847,0.00018935054,0.00036600642,0.0007287687,0.00044529026],"domain_scores_gemma":[0.96507674,0.030127613,0.0016270485,0.0002705512,0.0022467044,0.00065132824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004667798,0.00030197046,0.00042878173,0.001801689,0.0048037646,0.0065387725,0.0011871166,0.0044140634,0.002850029],"category_scores_gemma":[0.02027269,0.00016868202,0.00029950525,0.002298895,0.008998125,0.004944815,0.0031169222,0.004105166,0.00028397402],"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":[0.00019197639,0.00011714964,0.0085779345,0.0032854408,0.0000639025,0.0037207026,0.40311927,0.00038453855,0.0010387552,0.34265348,0.12585534,0.11099149],"study_design_scores_gemma":[0.000023751296,0.00018961239,0.023402138,0.008613228,0.00006513372,0.0011960649,0.3243448,0.0007719379,0.00094458833,0.054453842,0.5859194,0.0000755112],"about_ca_topic_score_codex":0.011431809,"about_ca_topic_score_gemma":0.026580231,"teacher_disagreement_score":0.011431809,"about_ca_system_score_codex":0.0028701103,"about_ca_system_score_gemma":0.0072291624,"threshold_uncertainty_score":0.024685979},"labels":[],"label_agreement":null},{"id":"W4379806331","doi":"10.1016/j.pubrev.2023.102347","title":"When controversial businesses meet dialogic communication: Insights from public relations practitioners in the oil and gas industry","year":2023,"lang":"en","type":"article","venue":"Public Relations Review","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Dialogic; Interpersonal communication; Public relations; Face (sociological concept); Sociology; Political science; Pedagogy; Social science","score_opus":0.07320756160568709,"score_gpt":0.3312101360028453,"score_spread":0.25800257439715824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379806331","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02496788,0.59627193,0.0010143104,0.3306884,0.0019719729,0.0000532359,0.00010476819,0.000022291846,0.044905216],"genre_scores_gemma":[0.4508281,0.47073844,0.0009472727,0.07000261,0.0031981904,0.00017360538,0.00014906997,0.000061109036,0.003901546],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9661963,0.023848515,0.0015885696,0.0009894475,0.0054540597,0.0019230843],"domain_scores_gemma":[0.7933965,0.17341824,0.012755187,0.0013308707,0.016099479,0.0029997784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04335482,0.00027437854,0.00086201,0.005163254,0.0034761226,0.011900261,0.0017679848,0.00879776,0.0030900002],"category_scores_gemma":[0.12543374,0.00032172934,0.00055455364,0.0063591218,0.0064031724,0.010153298,0.0038394148,0.007702449,0.0005514375],"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":[0.0003847901,0.0002297024,0.0064313835,0.01624154,0.000271514,0.0011680931,0.09056986,0.0005151762,0.0007988205,0.12500593,0.15573603,0.6026472],"study_design_scores_gemma":[0.00011846883,0.00018759932,0.014861587,0.035649925,0.0003031217,0.00066542096,0.14676565,0.000269496,0.00065951387,0.03219236,0.76824135,0.000085452215],"about_ca_topic_score_codex":0.010236874,"about_ca_topic_score_gemma":0.02795679,"teacher_disagreement_score":0.04335482,"about_ca_system_score_codex":0.00775793,"about_ca_system_score_gemma":0.020638278,"threshold_uncertainty_score":0.22928494},"labels":[],"label_agreement":null},{"id":"W4380521252","doi":"10.6000/1929-4409.2020.09.22","title":"SHORT COMMUNICATION: COVID-19 Pandemic and Attitude of Citizens in Bandung City Indonesia (Case Study in Cibiru Subdistrict)","year":2022,"lang":"en","type":"article","venue":"International Journal of Criminology and Sociology","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Education, India; Chaoyang University of Technology","keywords":"Government (linguistics); Pandemic; Surrender; Coronavirus disease 2019 (COVID-19); Enforcement; Work (physics); Public relations; Compensation (psychology); Psychology; Descriptive research; Settlement (finance); Business; Political science; Sociology; Law; Social psychology; Medicine; Engineering; Social science","score_opus":0.1790721982403519,"score_gpt":0.43438615160519856,"score_spread":0.25531395336484664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380521252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99706286,0.00004591173,0.000023618979,0.0013085628,0.000011880684,0.000010550617,0.000017791514,0.0000016024583,0.0015172019],"genre_scores_gemma":[0.99770087,0.00012394378,0.000035444886,0.00040509857,0.000013162937,0.000011091812,0.000015602272,0.0000019884098,0.0016928212],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99939704,0.00030265463,0.000023317552,0.00004404214,0.00004288705,0.00018996735],"domain_scores_gemma":[0.9989035,0.00033463363,0.00022202,0.000042817093,0.00009261643,0.00040437304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007882433,0.0002512443,0.00024825637,0.00059733225,0.0077481978,0.001753675,0.0005310866,0.0017397302,0.003829299],"category_scores_gemma":[0.0015834762,0.00025668344,0.00018837524,0.00053548184,0.0025722906,0.0009847911,0.0016712897,0.0025476085,0.00038754573],"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":[0.00011990525,0.0006175141,0.19764498,0.000106025116,0.000020517538,0.045075625,0.7410873,0.00014105809,0.0012312056,0.0012113479,0.004431721,0.008312798],"study_design_scores_gemma":[0.0000041653816,0.00014002429,0.052672274,0.000042153562,0.000008543092,0.0038420074,0.93915313,0.00014309163,0.00018285491,0.0001330044,0.0036612826,0.000017425848],"about_ca_topic_score_codex":0.029990882,"about_ca_topic_score_gemma":0.04535575,"teacher_disagreement_score":0.029990882,"about_ca_system_score_codex":0.0023637996,"about_ca_system_score_gemma":0.0015587459,"threshold_uncertainty_score":0.05963266},"labels":[],"label_agreement":null},{"id":"W4381716545","doi":"10.17269/s41997-023-00783-4","title":"Exploring communication by public health leaders and organizations during the pandemic: a content analysis of COVID-related tweets","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Public health; Public relations; Social media; Pandemic; Health communication; Health promotion; Health policy; Political science; Medicine; Coronavirus disease 2019 (COVID-19); Nursing","score_opus":0.41886451303371464,"score_gpt":0.3836310040784303,"score_spread":0.03523350895528432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381716545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847609,0.00035940378,0.0013154852,0.0015862561,0.00011361538,0.00017048062,0.005225844,0.000041825755,0.0064261607],"genre_scores_gemma":[0.9883337,0.0005547822,0.0026926622,0.0006271652,0.00013683231,0.00039833793,0.004255787,0.000073351155,0.0029274852],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99835664,0.0007020648,0.000114614835,0.00017867764,0.00036682622,0.0002811326],"domain_scores_gemma":[0.98105454,0.014372512,0.0019038096,0.00030024385,0.0018304201,0.00053844386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013920777,0.00027835826,0.00022466171,0.0026493084,0.001672771,0.0020482908,0.00044934606,0.0009273341,0.0020829253],"category_scores_gemma":[0.016359884,0.0001832493,0.0001913001,0.0033905134,0.0006065004,0.0025381905,0.0020322653,0.0010680391,0.0005830036],"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":[0.001065284,0.00033671522,0.22050723,0.0026853627,0.00015036236,0.002005734,0.6265419,0.00069990475,0.021053035,0.005352566,0.025214227,0.09438765],"study_design_scores_gemma":[0.000028025923,0.00018552,0.38821608,0.001015466,0.00014999286,0.0007460843,0.51296294,0.0037188667,0.004276113,0.0021521754,0.08641777,0.00013089324],"about_ca_topic_score_codex":0.0097238105,"about_ca_topic_score_gemma":0.014160153,"teacher_disagreement_score":0.0097238105,"about_ca_system_score_codex":0.0013038532,"about_ca_system_score_gemma":0.0012418582,"threshold_uncertainty_score":0.019334435},"labels":[],"label_agreement":null},{"id":"W4383197952","doi":"10.2196/preprints.50552","title":"Bridging and Bonding Social Capital by Analyzing the Demographics, User Activities, and Social Network Dynamics of Sexual Assault Centers on Twitter: Mixed Methods Study (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Popularity; Geography; Presentation (obstetrics); Demography; Political science; Cartography; Psychology; Medicine; Sociology; Social psychology","score_opus":0.04299195434998417,"score_gpt":0.37207479062627385,"score_spread":0.3290828362762897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383197952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908422,0.00041071416,0.0011135747,0.00045609256,0.000037332396,0.0021282192,0.001977079,0.000011991927,0.0030227553],"genre_scores_gemma":[0.9835708,0.0006652668,0.0036620575,0.0009056313,0.000051871622,0.005919433,0.0014237704,0.000014788783,0.0037863925],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99724054,0.0010666302,0.0002620167,0.00038812438,0.00051257736,0.00053006015],"domain_scores_gemma":[0.99485034,0.0018337305,0.00086443435,0.00044828648,0.0015619706,0.00044117274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047074095,0.0005139876,0.00066255656,0.0015998442,0.004155476,0.002577299,0.0010861052,0.000755144,0.0045585195],"category_scores_gemma":[0.009050832,0.000618586,0.00095281575,0.0021957522,0.0010325826,0.0018365714,0.0017773041,0.0010360132,0.0005853669],"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":[0.00045576514,0.0016648095,0.8149941,0.0011747497,0.00027453946,0.0004540721,0.116725236,0.00013615987,0.0009811705,0.0013498133,0.006509672,0.055279907],"study_design_scores_gemma":[0.00007200046,0.0010550283,0.7427709,0.0008523445,0.00028532054,0.00018866739,0.2393062,0.0009838936,0.0011347097,0.00061567256,0.012632752,0.00010252592],"about_ca_topic_score_codex":0.24017477,"about_ca_topic_score_gemma":0.36702827,"teacher_disagreement_score":0.24017477,"about_ca_system_score_codex":0.005264739,"about_ca_system_score_gemma":0.008697666,"threshold_uncertainty_score":0.4775536},"labels":[],"label_agreement":null},{"id":"W4384936938","doi":"10.4000/communicationorganisation.12391","title":"Les « relations publics » au prisme du numérique : enjeux et conditions pour les organisations publiques","year":2023,"lang":"fr","type":"article","venue":"Communication et organisation","topic":"Public Relations and Crisis Communication","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":"Humanities; Political science; Publics; Philosophy; Politics","score_opus":0.08282890505888538,"score_gpt":0.3697075267090434,"score_spread":0.286878621650158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384936938","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18983774,0.0057848245,0.034487493,0.12870516,0.0009892781,0.00015969976,0.00041327198,0.00024959346,0.63937294],"genre_scores_gemma":[0.96376693,0.0017478961,0.0050318525,0.0011395317,0.0002842071,0.00015434972,0.000067190835,0.000103114064,0.027704965],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98726195,0.0072011757,0.00041699113,0.00076753076,0.0027538047,0.0015984859],"domain_scores_gemma":[0.97692025,0.013000484,0.003119534,0.0016519444,0.0037890377,0.0015186615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008618525,0.00047037672,0.00052219495,0.002815495,0.010128049,0.01996276,0.0015696962,0.0029962796,0.01946753],"category_scores_gemma":[0.024625832,0.00044112405,0.0005393778,0.004136792,0.0268724,0.016743321,0.007965344,0.004820533,0.001530374],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059004222,0.00003139877,0.0025113542,0.0002357573,0.000007282002,0.0002575162,0.07618632,0.00033006107,0.00039640075,0.9022178,0.0037568284,0.014010357],"study_design_scores_gemma":[0.000050079143,0.000072131224,0.015335521,0.0010326721,0.00003152785,0.00051479787,0.22909462,0.0011657338,0.0013910568,0.29302412,0.4581999,0.00008781053],"about_ca_topic_score_codex":0.07693596,"about_ca_topic_score_gemma":0.062214576,"teacher_disagreement_score":0.07693596,"about_ca_system_score_codex":0.019728016,"about_ca_system_score_gemma":0.026194789,"threshold_uncertainty_score":0.15297627},"labels":[],"label_agreement":null},{"id":"W4385209637","doi":"10.5465/amproc.2023.16136symposium","title":"Social Pitfalls At Work: Mistaken Beliefs About Maximizing Workplace Social Value","year":2023,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Ted Rogers Centre for Heart Research","funders":"","keywords":"Value (mathematics); Social capital; Sociology; Gossip; Social psychology; Socialization; Public relations; Psychology; Political science; Social science","score_opus":0.056960448069047445,"score_gpt":0.34570175163437267,"score_spread":0.28874130356532524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385209637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96781164,0.00035958897,0.0031381384,0.013176585,0.00007607662,0.00003211624,0.000031067626,0.000034187007,0.015340702],"genre_scores_gemma":[0.99871325,0.00012231413,0.00035553068,0.0003244003,0.000019239016,0.000011308632,0.000008121117,0.000009407301,0.00043641528],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98716867,0.0072936174,0.0005137922,0.00085784233,0.0030958462,0.0010702151],"domain_scores_gemma":[0.9262431,0.051332783,0.009624342,0.0041198027,0.0042691636,0.0044107386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012788478,0.0003388234,0.00039135973,0.0014263496,0.0033123551,0.0058940095,0.00082723366,0.0015071816,0.0028708854],"category_scores_gemma":[0.06250613,0.00040913315,0.00032954832,0.0009205715,0.007077853,0.0038661372,0.0030538538,0.002864074,0.00047912888],"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":[0.000342813,0.00053259265,0.66891414,0.00021844046,0.00018092504,0.0006781593,0.16074032,0.0026898172,0.0018141529,0.050459825,0.00927357,0.104155205],"study_design_scores_gemma":[0.00007762921,0.00043094673,0.6752956,0.0005374391,0.00012049723,0.0004955911,0.20045504,0.013726161,0.0018026616,0.09179862,0.015039171,0.00022074406],"about_ca_topic_score_codex":0.006462623,"about_ca_topic_score_gemma":0.006984157,"teacher_disagreement_score":0.012788478,"about_ca_system_score_codex":0.001996175,"about_ca_system_score_gemma":0.0024809274,"threshold_uncertainty_score":0.067632735},"labels":[],"label_agreement":null},{"id":"W4385521312","doi":"10.55482/jcim.2023.33534","title":"Visualizing Crisis Management: Crisis Experience, Concern, and Training in China","year":2023,"lang":"en","type":"article","venue":"Journal of Comparative International Management","topic":"Public Relations and Crisis Communication","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":"China; Crisis management; Business; Financial crisis; Training (meteorology); Crisis response; State (computer science); State owned; Political science; Public relations; Market economy; Economics; Management; Geography","score_opus":0.09956071275038085,"score_gpt":0.43854857440057143,"score_spread":0.33898786165019057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385521312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989747,0.00010356355,0.000041610223,0.00019405651,0.0000027537806,0.0000033999918,0.000020977557,0.0000026220187,0.0006562681],"genre_scores_gemma":[0.9996804,0.00009914306,0.000023258415,0.000023706292,0.0000022970255,0.0000038401663,0.000025769603,9.041147e-7,0.00014069746],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99958783,0.00016111409,0.000029887216,0.000040773564,0.00007019167,0.00011023919],"domain_scores_gemma":[0.9987011,0.00036636885,0.0004160349,0.000044179935,0.00013462976,0.00033765807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001008054,0.00028355932,0.00021657751,0.001590087,0.0017183324,0.0012915892,0.00026850615,0.00040616325,0.0017328119],"category_scores_gemma":[0.002443166,0.00016882815,0.00016197552,0.0015965382,0.0011616533,0.0014891352,0.001958024,0.00047136846,0.00006231437],"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":[0.00008653966,0.000055607874,0.5479779,0.00012777637,0.000029036319,0.0006582902,0.42556894,0.00019958636,0.0012610956,0.0006182655,0.0017601427,0.02165686],"study_design_scores_gemma":[0.0000056306294,0.00006617268,0.63833565,0.0000615572,0.00001393662,0.00021837029,0.3568001,0.0006156633,0.00020279217,0.00026945194,0.0033812402,0.000029452154],"about_ca_topic_score_codex":0.034842838,"about_ca_topic_score_gemma":0.04782411,"teacher_disagreement_score":0.034842838,"about_ca_system_score_codex":0.0017747874,"about_ca_system_score_gemma":0.0012579365,"threshold_uncertainty_score":0.06928009},"labels":[],"label_agreement":null},{"id":"W4385592575","doi":"10.5040/9798400686443","title":"Mobile Technology and the Transformation of Public Alert and Warning","year":2019,"lang":"en","type":"book","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Warning system; Context (archaeology); Mobile technology; Mobile device; Warning signs; Computer security; Political science; Internet privacy; Public relations; Engineering; Business; Geography; Computer science; Telecommunications; Transport engineering; World Wide Web","score_opus":0.018574161149037132,"score_gpt":0.2802035130050531,"score_spread":0.26162935185601593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385592575","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025608188,0.02511716,0.008450007,0.07477076,0.0032046756,0.000076859935,0.00010042242,0.00031037832,0.8623616],"genre_scores_gemma":[0.6603776,0.029656658,0.0030118225,0.009360087,0.0024208636,0.00015402163,0.00009246231,0.00021768727,0.2947088],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987054,0.00072084676,0.000036686495,0.00007837477,0.00032036135,0.00013835492],"domain_scores_gemma":[0.9989557,0.0006653308,0.0001394693,0.000041684223,0.00010173786,0.000096128366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005839502,0.00037998756,0.00016497323,0.0006235009,0.0024761918,0.0090475185,0.00048702772,0.0020316008,0.008586618],"category_scores_gemma":[0.0025528544,0.00023696896,0.00022884461,0.00084097113,0.0063964953,0.00598987,0.0023129673,0.0026230845,0.0015280545],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026946238,0.000059026763,0.00097407727,0.00022316996,0.0000085511365,0.0006015728,0.06676565,0.0006247685,0.0007870745,0.68848634,0.1554833,0.0859595],"study_design_scores_gemma":[0.000004353555,0.000031360163,0.0010914454,0.00026315276,0.000003693095,0.00025148218,0.022981679,0.00033626182,0.00017976394,0.02724701,0.9475986,0.000011218843],"about_ca_topic_score_codex":0.005086833,"about_ca_topic_score_gemma":0.004422325,"teacher_disagreement_score":0.0090475185,"about_ca_system_score_codex":0.003153083,"about_ca_system_score_gemma":0.002113354,"threshold_uncertainty_score":0.028725088},"labels":[],"label_agreement":null},{"id":"W4385690377","doi":"10.2196/preprints.51698","title":"A Typology of Social Media Use by Human Service Nonprofits: Mixed Methods Study (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":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; Typology; Social media; Service (business); Social network service; Sociology; Business; Advertising; Marketing; Social science; Social influence; Computer science; World Wide Web; Anthropology","score_opus":0.15659193032403687,"score_gpt":0.474000954976889,"score_spread":0.31740902465285215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385690377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899385,0.00052656484,0.0034069025,0.00088820857,0.000046450336,0.0017621239,0.0007672175,0.000014120772,0.0026498793],"genre_scores_gemma":[0.9896157,0.00031519064,0.00411726,0.0005507012,0.000029303012,0.0041257716,0.00050805364,0.000023574437,0.00071458914],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.98033005,0.011734121,0.0023407866,0.0015066735,0.0032150755,0.00087322365],"domain_scores_gemma":[0.94425464,0.034691807,0.0102157965,0.0029017525,0.007066948,0.0008689506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03293672,0.00040317047,0.00057718635,0.0050286404,0.004186681,0.004800064,0.0018918171,0.00092209096,0.0025473672],"category_scores_gemma":[0.055943143,0.00049069436,0.00089733256,0.006284831,0.0041938396,0.0045027467,0.00382466,0.001036804,0.00021515037],"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":[0.00016079344,0.00037285956,0.626571,0.0009176412,0.00023190521,0.00029043565,0.33303386,0.00019650687,0.0004962543,0.006800166,0.0025872847,0.028341392],"study_design_scores_gemma":[0.000034245077,0.0003077563,0.27650455,0.0010686367,0.000095404575,0.00024285191,0.70756024,0.0021159358,0.0008261316,0.0027342008,0.008433798,0.00007623564],"about_ca_topic_score_codex":0.04937551,"about_ca_topic_score_gemma":0.06310713,"teacher_disagreement_score":0.04937551,"about_ca_system_score_codex":0.009291647,"about_ca_system_score_gemma":0.0061594807,"threshold_uncertainty_score":0.17418814},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4385949446","doi":"10.1177/00094455231187930","title":"Trends in the Development of US–China Relations After the 2020 Presidential Election in the Context of the Information and Political Discourse of American Elites","year":2023,"lang":"en","type":"article","venue":"China Report","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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 Institute for Advanced Research","funders":"","keywords":"China; Presidency; Ideology; Political science; Politics; Political economy; Democracy; Administration (probate law); Context (archaeology); Negotiation; Presidential system; Sociology; Law","score_opus":0.01071807401923887,"score_gpt":0.3239556933620861,"score_spread":0.3132376193428472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385949446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9760034,0.0008608514,0.00009940939,0.0038717848,0.00006627829,0.000015574036,0.0001705724,0.000010307935,0.018901825],"genre_scores_gemma":[0.996181,0.00056314474,0.00004585017,0.0002468465,0.000081419115,0.000014543103,0.00016504669,0.000008118027,0.00269391],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99792945,0.0005623734,0.000120529694,0.00019307599,0.00052975543,0.0006648197],"domain_scores_gemma":[0.992904,0.0022437284,0.0017767389,0.00024169282,0.0017383032,0.0010955601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044640885,0.00019092656,0.00030813413,0.0037502826,0.003723325,0.0064900927,0.00042755198,0.0011716466,0.0031731892],"category_scores_gemma":[0.007919211,0.00017380397,0.00019483524,0.006481704,0.0029428464,0.0033961942,0.0024940204,0.0016933454,0.00036062457],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047573933,0.00013569139,0.26028663,0.000301959,0.000048955368,0.0010125632,0.63325906,0.0002518757,0.0025987125,0.033842172,0.009131408,0.05865526],"study_design_scores_gemma":[0.000009791514,0.000099404315,0.684704,0.00014066747,0.000019148816,0.00010988991,0.25130808,0.00044095784,0.00082880433,0.0010934261,0.061197508,0.000048299968],"about_ca_topic_score_codex":0.04585815,"about_ca_topic_score_gemma":0.04701357,"teacher_disagreement_score":0.04585815,"about_ca_system_score_codex":0.0051128827,"about_ca_system_score_gemma":0.003629094,"threshold_uncertainty_score":0.09118247},"labels":[],"label_agreement":null},{"id":"W4386326812","doi":"10.1287/isre.2022.0121","title":"Speak with One Voice? Examining Content Coordination and Social Media Engagement During Disasters","year":2023,"lang":"en","type":"article","venue":"Information Systems Research","topic":"Public Relations and Crisis Communication","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":"McGill University","funders":"","keywords":"Social media; Public relations; General partnership; Content analysis; Content creation; Business; Emergency management; Political science; Sociology; Computer science; Advertising; World Wide Web","score_opus":0.34792106189269456,"score_gpt":0.400884971223798,"score_spread":0.052963909331103454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386326812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98983663,0.00011778253,0.00087980926,0.00090792787,0.00001775732,0.0000738687,0.00012612382,0.0000128027605,0.0080273915],"genre_scores_gemma":[0.99870694,0.000059801976,0.00041165217,0.00008476948,0.0000089510295,0.00009000031,0.00007228845,0.000009713342,0.0005558659],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9929502,0.0036518525,0.0003588169,0.0008995318,0.000969523,0.0011701211],"domain_scores_gemma":[0.9601816,0.019448794,0.012015216,0.0017106892,0.0035780403,0.0030657153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072113685,0.00028687267,0.0003784313,0.002072327,0.0029246733,0.0066893334,0.0009389199,0.00127346,0.0046886536],"category_scores_gemma":[0.045793004,0.0003903243,0.00033824262,0.0019785697,0.0024638542,0.00540468,0.004931455,0.0012444895,0.000674879],"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":[0.00032204957,0.00033770053,0.6029423,0.0002596439,0.00011962564,0.0003213263,0.3534689,0.00043806512,0.0015113967,0.0035217134,0.0021326789,0.034624588],"study_design_scores_gemma":[0.000020215895,0.000090830785,0.38415894,0.00019409914,0.00006150926,0.00009759898,0.6072093,0.0012478388,0.00047942877,0.0015727684,0.004832828,0.000034622786],"about_ca_topic_score_codex":0.019302199,"about_ca_topic_score_gemma":0.027523236,"teacher_disagreement_score":0.019302199,"about_ca_system_score_codex":0.0037570305,"about_ca_system_score_gemma":0.0027840093,"threshold_uncertainty_score":0.03837967},"labels":[],"label_agreement":null},{"id":"W4386342251","doi":"10.1515/9781772120622-004","title":"1 An Overview of Public Relations in Canada","year":2015,"lang":"en","type":"book-chapter","venue":"University of Alberta Press eBooks","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Geography; History","score_opus":0.14778928380386308,"score_gpt":0.2938587873094668,"score_spread":0.14606950350560371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386342251","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026153147,0.19785576,0.00073328556,0.02155479,0.0020395538,0.00012076047,0.0017476983,0.0001848251,0.773148],"genre_scores_gemma":[0.063075334,0.27489862,0.0025046016,0.0071134022,0.00078462664,0.0001203544,0.0013794707,0.00018428918,0.6499393],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980774,0.00013138859,0.000047606492,0.00012474977,0.0009359536,0.0006829296],"domain_scores_gemma":[0.99866927,0.00014696881,0.000042155607,0.000023947126,0.00083053304,0.00028716156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007664801,0.0011581464,0.00063972134,0.009793065,0.012108943,0.012466419,0.0017126701,0.003042894,0.049879607],"category_scores_gemma":[0.0017351328,0.000726696,0.000504559,0.027474655,0.0035032588,0.0030268447,0.0018473311,0.0028758093,0.0057350085],"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":[0.000019580926,0.000042988508,0.0008766649,0.0006707395,0.00000846502,0.00019033848,0.0024623058,0.00068622077,0.00013170966,0.28282273,0.5953164,0.11677193],"study_design_scores_gemma":[0.0000021115861,0.0000025234037,0.0014631574,0.00031931864,0.0000028784389,0.000027663613,0.000929386,0.00007012426,0.000019269486,0.003166549,0.9939855,0.000011629407],"about_ca_topic_score_codex":0.9928,"about_ca_topic_score_gemma":0.9966208,"teacher_disagreement_score":0.18050846,"about_ca_system_score_codex":0.18050846,"about_ca_system_score_gemma":0.26554844,"threshold_uncertainty_score":0.95049405},"labels":[],"label_agreement":null},{"id":"W4386342433","doi":"10.1515/9781772120622-005","title":"2 A Brief History of Public Relations in Canada","year":2015,"lang":"en","type":"book-chapter","venue":"University of Alberta Press eBooks","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History; Public history; Political science; Archaeology","score_opus":0.07040745705242214,"score_gpt":0.22408084106091072,"score_spread":0.15367338400848857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386342433","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004379211,0.07352093,0.0004968869,0.034957245,0.002006503,0.000093770344,0.0013554401,0.00011467505,0.8830754],"genre_scores_gemma":[0.09744912,0.08508892,0.0010590868,0.01083267,0.0006606538,0.000095417905,0.0007069644,0.00015485565,0.80395246],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980229,0.00014302533,0.000037172336,0.00013600863,0.00071099756,0.00094995927],"domain_scores_gemma":[0.9987312,0.00023988856,0.00005113361,0.00003221802,0.0006405862,0.00030504822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007106775,0.0009893982,0.00055273436,0.006076062,0.02029222,0.012955201,0.0019032792,0.004158538,0.059637453],"category_scores_gemma":[0.0022500427,0.0007609276,0.00049339636,0.016827006,0.005940852,0.002771262,0.0021531333,0.0048396327,0.0050351936],"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":[0.000026907537,0.000049794948,0.00085020985,0.00035828367,0.0000082218685,0.00033337862,0.0059968536,0.00051845855,0.00011978131,0.4424013,0.4813551,0.06798163],"study_design_scores_gemma":[0.0000029059893,0.0000029383184,0.0016366033,0.00019634931,0.0000029952632,0.00003114704,0.0017209251,0.000057385674,0.000033054068,0.0035123732,0.9927885,0.000014860846],"about_ca_topic_score_codex":0.99541974,"about_ca_topic_score_gemma":0.99787116,"teacher_disagreement_score":0.19503719,"about_ca_system_score_codex":0.19503719,"about_ca_system_score_gemma":0.24892822,"threshold_uncertainty_score":0.93364275},"labels":[],"label_agreement":null},{"id":"W4386384320","doi":"10.1515/9781772124262","title":"In the News, 3rd edition","year":2019,"lang":"en","type":"book","venue":"University of Alberta Press eBooks","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History; Computer science; Information retrieval; Library science","score_opus":0.025314703414315635,"score_gpt":0.2479944759899519,"score_spread":0.22267977257563626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386384320","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029112783,0.006638841,0.00042785265,0.0030851637,0.010919668,0.00004044325,0.0022610384,0.0005562759,0.97577953],"genre_scores_gemma":[0.00045837153,0.0015583377,0.0001779248,0.0007614472,0.00035921647,0.000010309126,0.0007267564,0.00012827475,0.99581933],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995505,0.000022722512,0.000015676313,0.000047375263,0.0003095935,0.000054116223],"domain_scores_gemma":[0.99940455,0.00006102819,0.00001943967,0.000048093916,0.00036789654,0.000099004224],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002798284,0.0008102932,0.0005524426,0.0016882891,0.0023209169,0.006551879,0.00080765825,0.0012674037,0.39190233],"category_scores_gemma":[0.0018750171,0.00036695617,0.00044192094,0.0025141826,0.0006620993,0.0028132203,0.0014883052,0.0021938654,0.32369313],"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":[0.0000071545765,0.0000056689296,0.00003810779,0.000051296705,6.8926016e-7,0.000023404873,0.000041337575,0.00002336638,0.00009567405,0.0028699234,0.9699036,0.026939657],"study_design_scores_gemma":[7.094813e-7,0.0000015669535,0.000096581054,0.00004228317,5.2092525e-7,0.00001669039,0.000038575447,0.00000756469,0.00002113468,0.00031415874,0.99945825,0.0000018742894],"about_ca_topic_score_codex":0.05884052,"about_ca_topic_score_gemma":0.1552479,"teacher_disagreement_score":0.39190233,"about_ca_system_score_codex":0.003251456,"about_ca_system_score_gemma":0.0041304105,"threshold_uncertainty_score":0.8673775},"labels":[],"label_agreement":null},{"id":"W4386454375","doi":"10.2139/ssrn.4561553","title":"Civility in Hybrid Meetings: Current State of Research","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Public Relations and Crisis Communication","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":"Saint Mary's University","funders":"","keywords":"Civility; State (computer science); Current (fluid); Political science; Law; Politics; Engineering; Computer science; Electrical engineering","score_opus":0.05925712215907072,"score_gpt":0.42965323891672536,"score_spread":0.37039611675765466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386454375","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39271748,0.45814353,0.004195952,0.042538032,0.0014127243,0.00025913178,0.0007736371,0.00005406281,0.09990546],"genre_scores_gemma":[0.86357343,0.12647405,0.0020084628,0.003609786,0.0018541678,0.00019497838,0.0003486888,0.000028837858,0.0019075827],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99080604,0.0054137455,0.00047322919,0.0013128755,0.0008395066,0.0011544977],"domain_scores_gemma":[0.9016341,0.07937795,0.0070563233,0.0024955396,0.005855845,0.0035802221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0152431745,0.0004985459,0.0014120458,0.002748584,0.002976,0.017933933,0.0028061369,0.0037666715,0.022150038],"category_scores_gemma":[0.040527396,0.0006506469,0.0006480356,0.0053540496,0.0070456546,0.013298217,0.004663936,0.003269803,0.0024065007],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014623641,0.002629221,0.13165754,0.012244441,0.00052729045,0.00027901525,0.055461977,0.00040422363,0.00040118943,0.057822954,0.007942385,0.72916734],"study_design_scores_gemma":[0.0001927298,0.00093187427,0.304049,0.027571402,0.0007952346,0.0009883663,0.48796958,0.0014255717,0.00094854215,0.062485088,0.11242021,0.00022237533],"about_ca_topic_score_codex":0.010894097,"about_ca_topic_score_gemma":0.016179567,"teacher_disagreement_score":0.022150038,"about_ca_system_score_codex":0.0031401375,"about_ca_system_score_gemma":0.0074057826,"threshold_uncertainty_score":0.08061457},"labels":[],"label_agreement":null},{"id":"W4386886088","doi":"10.1002/met.2148","title":"Understanding your audience: The influence of social media user‐type on informational behaviors and hazard adjustments during <scp>Hurricane Dorian</scp>","year":2023,"lang":"en","type":"article","venue":"Meteorological Applications","topic":"Public Relations and Crisis Communication","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":"Storm; Preparedness; Landfall; Hazard; Internet privacy; Information sharing; Psychology; Business; Computer science; Political science; World Wide Web; Geography; Meteorology; Ecology","score_opus":0.09619188982705643,"score_gpt":0.3379433526387026,"score_spread":0.2417514628116462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386886088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975962,0.00003695875,0.000069972695,0.00017281108,0.000007096566,0.000017393166,0.00012313804,0.0000063760435,0.0019699042],"genre_scores_gemma":[0.99894124,0.00005037723,0.00010614432,0.00006580991,0.000010348124,0.000019174107,0.00010116478,0.0000052832993,0.0007004389],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990546,0.00039174198,0.00006617638,0.00011399173,0.00021682741,0.00015657998],"domain_scores_gemma":[0.98710966,0.0064114295,0.0032876236,0.000374956,0.001307662,0.0015086406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014292288,0.0002142529,0.00019541163,0.0006436626,0.00088402914,0.0021029515,0.00041287683,0.00066531415,0.005230169],"category_scores_gemma":[0.014457545,0.00016111015,0.00033901614,0.00043686465,0.00056729646,0.0011712181,0.0009521219,0.00075940276,0.00060513744],"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":[0.00035532005,0.0004030595,0.9539137,0.000080995895,0.00009456067,0.00016111015,0.027253417,0.0001247455,0.0012466152,0.00013346912,0.0008917768,0.01534133],"study_design_scores_gemma":[0.000005321931,0.000097452954,0.9716159,0.000027249414,0.000031813164,0.000040059585,0.026384696,0.0004986618,0.00023668213,0.00005221074,0.000992337,0.000017552149],"about_ca_topic_score_codex":0.03770503,"about_ca_topic_score_gemma":0.053887933,"teacher_disagreement_score":0.03770503,"about_ca_system_score_codex":0.00082409295,"about_ca_system_score_gemma":0.00060459034,"threshold_uncertainty_score":0.07497114},"labels":[],"label_agreement":null},{"id":"W4386932400","doi":"10.1177/23294884231200244","title":"Calming the Storm: How Non-Negative Messages From Fellow Consumers Can Dispel Negativity in a Social Media Firestorm","year":2023,"lang":"en","type":"article","venue":"International Journal of Business Communication","topic":"Public Relations and Crisis Communication","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 Regina","funders":"","keywords":"Negativity effect; Negativity bias; Social media; Reputation; Psychology; Emotional contagion; Social psychology; Focus (optics); Advertising; Business; Political science","score_opus":0.04884092742007075,"score_gpt":0.33156321598355326,"score_spread":0.2827222885634825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386932400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9641957,0.00026126052,0.0037484707,0.0013898384,0.00014582164,0.000074691015,0.00003513196,0.00008394206,0.030065022],"genre_scores_gemma":[0.99500704,0.00011849514,0.0015240035,0.00045377953,0.000053302014,0.00003096887,0.000022859176,0.00003108566,0.002758469],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99888784,0.0006466144,0.000033021344,0.00010132872,0.00020637279,0.00012491693],"domain_scores_gemma":[0.99393797,0.0037274784,0.001122534,0.0003878841,0.00044266292,0.0003814752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017723292,0.00039641795,0.00021450677,0.0005375807,0.0018777122,0.0024219966,0.00039976378,0.00089607784,0.0048774607],"category_scores_gemma":[0.011581401,0.00020485799,0.00024836906,0.0002389806,0.0017952977,0.002926928,0.0019552174,0.0010307187,0.00065071485],"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":[0.00317242,0.0012390405,0.21061514,0.0017644526,0.00036704852,0.0053687026,0.28604528,0.0024929286,0.11829433,0.028354704,0.012914657,0.32937136],"study_design_scores_gemma":[0.00027377772,0.0038116507,0.45729217,0.0011922524,0.0007996011,0.003852196,0.2869268,0.020953916,0.04595442,0.042644724,0.1358835,0.00041492772],"about_ca_topic_score_codex":0.0010773158,"about_ca_topic_score_gemma":0.0018780956,"teacher_disagreement_score":0.0048774607,"about_ca_system_score_codex":0.0005502213,"about_ca_system_score_gemma":0.0004866908,"threshold_uncertainty_score":0.016316712},"labels":[],"label_agreement":null},{"id":"W4387217094","doi":"10.1177/26317877231204085","title":"How Relational Publics Become Scandal Audiences: Values and the construction of scandal","year":2023,"lang":"en","type":"article","venue":"Organization Theory","topic":"Public Relations and Crisis Communication","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":"Publics; Extant taxon; Political science; Sociology; Public relations; Social media; Process (computing); Control (management); Law; Management","score_opus":0.01436251283002263,"score_gpt":0.25657242295436117,"score_spread":0.24220991012433854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387217094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6231918,0.00083936774,0.024744937,0.013796551,0.00037107116,0.00013742386,0.00005232877,0.00016074063,0.3367058],"genre_scores_gemma":[0.9968978,0.00010438992,0.0007064679,0.0001491666,0.00003208144,0.000020861306,0.0000098980545,0.000030050334,0.002049245],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98464286,0.010419566,0.00033585535,0.0008308581,0.0018755684,0.0018952977],"domain_scores_gemma":[0.9792795,0.009881641,0.0038739247,0.0016303945,0.0027379796,0.0025965872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01080652,0.0007139467,0.00050189276,0.0041639204,0.013829067,0.023635937,0.0014558004,0.0034830354,0.0050280965],"category_scores_gemma":[0.025781918,0.0006529827,0.0005618784,0.0018768302,0.04561153,0.017218811,0.010209686,0.0038672597,0.0007791077],"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":[0.00009529174,0.00010006605,0.01891911,0.00013678607,0.000030314672,0.0012206367,0.6534988,0.00053531164,0.0014212049,0.30275095,0.0026462574,0.018645199],"study_design_scores_gemma":[0.000021848107,0.000122213,0.014206325,0.00036961166,0.00003708759,0.0006497756,0.78662467,0.0021252995,0.000998858,0.13875185,0.05598187,0.00011054331],"about_ca_topic_score_codex":0.0063428273,"about_ca_topic_score_gemma":0.00600141,"teacher_disagreement_score":0.023635937,"about_ca_system_score_codex":0.005120274,"about_ca_system_score_gemma":0.003938979,"threshold_uncertainty_score":0.05715102},"labels":[],"label_agreement":null},{"id":"W4387482267","doi":"10.1515/9780887554643-013","title":"Report of Public Relations Committee, Manitoba Division, Re: If Day","year":2014,"lang":"en","type":"book-chapter","venue":"University of Manitoba Press eBooks","topic":"Public Relations and Crisis Communication","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":"Division (mathematics); Political science; Public administration; Mathematics; Arithmetic","score_opus":0.05933851302900824,"score_gpt":0.2512380145255011,"score_spread":0.19189950149649285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387482267","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02826884,0.015771104,0.000514987,0.11490454,0.009113948,0.00090720766,0.04528481,0.000814776,0.7844198],"genre_scores_gemma":[0.0058681965,0.0014705755,0.00012952744,0.0020042127,0.00008761842,0.00009522506,0.001369429,0.000074450756,0.9889008],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989058,0.0000943247,0.00003572798,0.00010028199,0.0005536498,0.00031031165],"domain_scores_gemma":[0.9974509,0.00022365466,0.0000873397,0.000088557535,0.0016361685,0.0005132968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016750842,0.0009136429,0.00040604957,0.0018319853,0.008342588,0.005759572,0.001669498,0.0040073954,0.11859678],"category_scores_gemma":[0.0038233993,0.0010247935,0.00037501095,0.0028573016,0.0010907094,0.0017013452,0.0015255451,0.004690412,0.022936072],"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":[0.000049036804,0.000039268554,0.0018548153,0.00011770151,0.000006420051,0.000102522645,0.0006589674,0.00006290531,0.00033520896,0.0024875954,0.98500156,0.009284089],"study_design_scores_gemma":[0.000014319425,0.000012561847,0.013155762,0.00015340021,0.0000128811735,0.000025350522,0.0028128014,0.000046395468,0.0005048845,0.00022844384,0.9830132,0.000019875244],"about_ca_topic_score_codex":0.86063105,"about_ca_topic_score_gemma":0.95460266,"teacher_disagreement_score":0.13936895,"about_ca_system_score_codex":0.021525208,"about_ca_system_score_gemma":0.08541626,"threshold_uncertainty_score":0.39674574},"labels":[],"label_agreement":null},{"id":"W4387982628","doi":"10.3138/cjc-2022-0061","title":"Analyse de l’image politique de François Legault sur Instagram pendant la crise de la COVID-19","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Public Relations and Crisis Communication","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 Trois-Rivières","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Government (linguistics); Pandemic; Political science; Crisis communication; 2019-20 coronavirus outbreak; Crisis management; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Media studies; Humanities; Content analysis; Sociology; Art; Public relations; Law; Philosophy; Social science; Medicine","score_opus":0.033108789842841865,"score_gpt":0.36531642480021514,"score_spread":0.33220763495737327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387982628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.851548,0.000677806,0.0018536556,0.015181235,0.0002154419,0.000058143556,0.00055828353,0.00009586471,0.12981154],"genre_scores_gemma":[0.97765267,0.00026362174,0.0003571319,0.0005429986,0.000039899704,0.000023781638,0.0001031234,0.0000453238,0.02097154],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979673,0.00069257454,0.00002915778,0.00018783758,0.00072622794,0.00039688422],"domain_scores_gemma":[0.9903328,0.004309452,0.000977728,0.00023956373,0.0032496338,0.000890781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031140698,0.00037204576,0.00021414936,0.001841934,0.009073142,0.007913313,0.0006638631,0.0012046415,0.0130881425],"category_scores_gemma":[0.0083441585,0.00019943206,0.00018863496,0.0022480302,0.0068368623,0.0024917768,0.0017197061,0.002383407,0.0007432541],"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":[0.000157342,0.000054100972,0.030809786,0.00014101733,0.00001911803,0.0015470518,0.8692933,0.00028273932,0.0038285372,0.026602937,0.02527212,0.041991945],"study_design_scores_gemma":[0.000007701906,0.000042379394,0.06114029,0.00017554149,0.000013863629,0.00019846624,0.72717726,0.0005854741,0.001286993,0.0005635104,0.2087492,0.00005927789],"about_ca_topic_score_codex":0.8327935,"about_ca_topic_score_gemma":0.83548844,"teacher_disagreement_score":0.16720653,"about_ca_system_score_codex":0.04254672,"about_ca_system_score_gemma":0.0141512295,"threshold_uncertainty_score":0.33638245},"labels":[],"label_agreement":null},{"id":"W4387982676","doi":"10.3138/cjc-2022-0059","title":"Instagram Use and Equity in Public Health: A Study on Brazil and Portugal During the COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Public Relations and Crisis Communication","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":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Content analysis; Public health; 2019-20 coronavirus outbreak; Christian ministry; Equity (law); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Exploratory research; Social media; Public relations; Advertising; Business; Sociology; Medicine; Social science; Nursing; Law","score_opus":0.3060834218161265,"score_gpt":0.4514304138662629,"score_spread":0.1453469920501364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387982676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949066,0.00016955462,0.00007215912,0.00073720526,0.000010688634,0.00004126174,0.00009385412,0.0000024919111,0.0039661946],"genre_scores_gemma":[0.99893624,0.00020554739,0.000082355386,0.00020050997,0.000010257757,0.00002456082,0.000030830124,0.000004170219,0.00050566747],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99837,0.00080508256,0.00007292883,0.0001318718,0.00021880143,0.00040131027],"domain_scores_gemma":[0.99481875,0.0027109704,0.0012534317,0.00019886647,0.00035615425,0.000661899],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029244006,0.00023137912,0.00044058127,0.001300761,0.0029902502,0.0022597064,0.0004892621,0.0008305617,0.002988093],"category_scores_gemma":[0.0088422885,0.00039170723,0.00030562736,0.0015158859,0.0023120851,0.0021426182,0.0027297034,0.0011617175,0.00017234168],"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":[0.00011191965,0.00030418884,0.17803703,0.0003177903,0.000018674955,0.0011819082,0.7943495,0.00003234325,0.00088035496,0.0017437221,0.0010695655,0.02195301],"study_design_scores_gemma":[0.000007943892,0.00016592193,0.22677304,0.0002558644,0.000012403907,0.00036561582,0.7642633,0.00014040792,0.00020225933,0.00018157143,0.0076073236,0.000024341529],"about_ca_topic_score_codex":0.047476176,"about_ca_topic_score_gemma":0.08468706,"teacher_disagreement_score":0.047476176,"about_ca_system_score_codex":0.0027468174,"about_ca_system_score_gemma":0.0030323884,"threshold_uncertainty_score":0.09439963},"labels":[],"label_agreement":null},{"id":"W4388810411","doi":"10.1007/978-3-031-42167-9_13","title":"#PublicCriminology on Twitter","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Public Relations and Crisis Communication","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":"Brandon University","funders":"","keywords":"Dialogical self; Publics; Conversation; Social media; Criminology; Sociology; Identity (music); Media studies; Public relations; Political science; Psychology; Social psychology; Law; Politics","score_opus":0.1951701255080316,"score_gpt":0.36683367680119083,"score_spread":0.17166355129315924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388810411","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00041302116,0.00273092,0.0012805809,0.0094292555,0.0018411144,0.000017853841,0.00016078803,0.0001007484,0.9840258],"genre_scores_gemma":[0.006360115,0.0020973114,0.000387322,0.001833994,0.0010221914,0.000043082735,0.00012856426,0.0001735688,0.9879539],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995783,0.00014805104,0.000014488393,0.000049054284,0.00015507717,0.000054983328],"domain_scores_gemma":[0.99942505,0.0003181313,0.00003372874,0.000069473244,0.00008956855,0.00006410767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005522875,0.00077256066,0.00031556774,0.0016941839,0.004703227,0.009763833,0.00068737246,0.0029639883,0.12747471],"category_scores_gemma":[0.001676711,0.0003530503,0.00026342913,0.002527667,0.0028671518,0.011267232,0.002845102,0.003131473,0.03981297],"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":[0.0000041086005,0.000009788613,0.00007641806,0.00005921688,0.000001047232,0.00004040883,0.0015425755,0.000057090572,0.000093223796,0.4454512,0.51811165,0.034553282],"study_design_scores_gemma":[6.6027155e-7,0.0000015035014,0.00007052256,0.0000682999,5.7182353e-7,0.000027200382,0.00042442212,0.00005927352,0.00004067342,0.026218163,0.9730862,0.000002580885],"about_ca_topic_score_codex":0.007274786,"about_ca_topic_score_gemma":0.02094039,"teacher_disagreement_score":0.12747471,"about_ca_system_score_codex":0.003943687,"about_ca_system_score_gemma":0.0024177695,"threshold_uncertainty_score":0.42644536},"labels":[],"label_agreement":null},{"id":"W4389076091","doi":"10.1093/polsoc/puad029","title":"Blame avoidance and credit-claiming dynamics in government policy communications: evidence from leadership tweets in four OECD countries during the 2020–2022 COVID-19 pandemic","year":2023,"lang":"en","type":"article","venue":"Policy and Society","topic":"Public Relations and Crisis Communication","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":"Shared Services Canada; Simon Fraser University","funders":"","keywords":"Blame; Scapegoating; Government (linguistics); Politics; Public relations; Political science; Economics; Political economy; Sociology; Social psychology; Law; Psychology","score_opus":0.13104352537849256,"score_gpt":0.3850226554026127,"score_spread":0.25397913002412015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389076091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99543273,0.00008322133,0.000087817716,0.00075268216,0.000017749084,0.00001191308,0.0011315601,0.0000049256128,0.0024773655],"genre_scores_gemma":[0.99838865,0.000119125645,0.0001087034,0.00012999999,0.000026122478,0.00001968983,0.000824019,0.0000053474723,0.00037835364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990984,0.00041689025,0.000053752756,0.000077222074,0.0001467686,0.0002070306],"domain_scores_gemma":[0.9873657,0.006336779,0.0037211454,0.00039492155,0.0015622488,0.0006191496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019983745,0.00021067304,0.0001786218,0.0013863457,0.00093777734,0.00182524,0.00022037215,0.00075845065,0.0013778126],"category_scores_gemma":[0.01016755,0.00013092151,0.00015780449,0.0020968516,0.0009404979,0.0013132591,0.0013406995,0.0011009512,0.00038710728],"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":[0.00030065683,0.00014303818,0.94066185,0.00016105236,0.00005987129,0.00060417136,0.036130384,0.0007190779,0.0011640411,0.00078894716,0.005588069,0.013678717],"study_design_scores_gemma":[0.0000068113,0.000041849486,0.91928905,0.00008334543,0.000018680903,0.00007596342,0.072099335,0.0011497288,0.0004676738,0.00028024951,0.00645488,0.00003252503],"about_ca_topic_score_codex":0.050988022,"about_ca_topic_score_gemma":0.07179104,"teacher_disagreement_score":0.050988022,"about_ca_system_score_codex":0.0015377648,"about_ca_system_score_gemma":0.0009281938,"threshold_uncertainty_score":0.101382494},"labels":[],"label_agreement":null},{"id":"W4389159931","doi":"10.22215/ff/v3.i1.06","title":"Getting their mojo back: A solutions approach for first-year journalism students","year":2023,"lang":"en","type":"article","venue":"Facts & Frictions Emerging Debates Pedagogies and Practices in Contemporary Journalism","topic":"Public Relations and Crisis Communication","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":"Concordia University","funders":"","keywords":"Journalism; Relation (database); Perspective (graphical); Pandemic; Zoom; Coronavirus disease 2019 (COVID-19); Sociology; Public relations; Psychology; Pedagogy; Political science; Media studies; Computer science; Engineering; Medicine","score_opus":0.2312062732913408,"score_gpt":0.4365559242238577,"score_spread":0.2053496509325169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389159931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47589058,0.0031649442,0.01641061,0.38071924,0.007671575,0.0010735219,0.00016197342,0.000882757,0.11402479],"genre_scores_gemma":[0.82516885,0.0033156495,0.026612017,0.05057427,0.0018108704,0.0010257621,0.00018154933,0.00034508598,0.09096587],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9912198,0.0047558644,0.00029996308,0.0005556472,0.0011085704,0.002060068],"domain_scores_gemma":[0.9763416,0.00331327,0.0017323635,0.0007856104,0.0022946203,0.0155325765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011794721,0.00086057134,0.0007723685,0.0020286448,0.025725795,0.025942702,0.0034709792,0.0075015156,0.012613143],"category_scores_gemma":[0.018233972,0.00072947034,0.0008729796,0.0010925246,0.008285495,0.011411226,0.015900914,0.013892362,0.0041841688],"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":[0.00011037805,0.0023291688,0.012395809,0.0005510769,0.000029208248,0.002291655,0.7174456,0.00010608749,0.003917069,0.026701597,0.10259871,0.13152356],"study_design_scores_gemma":[0.0000420399,0.00041229586,0.0030377621,0.0003694237,0.00002061047,0.00076394714,0.77421516,0.00022184203,0.0009022812,0.009710267,0.21024519,0.000059201637],"about_ca_topic_score_codex":0.0018824734,"about_ca_topic_score_gemma":0.0075688437,"teacher_disagreement_score":0.025942702,"about_ca_system_score_codex":0.0045007206,"about_ca_system_score_gemma":0.016077254,"threshold_uncertainty_score":0.062377155},"labels":[],"label_agreement":null},{"id":"W4390161607","doi":"10.1108/el-06-2023-0150","title":"Factors influencing public engagement in government TikTok during the COVID-19 crisis","year":2023,"lang":"en","type":"article","venue":"The Electronic Library","topic":"Public Relations and Crisis Communication","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":"Dalhousie University","funders":"","keywords":"Public engagement; Social media; Public relations; Government (linguistics); Psychology; Public health; Leverage (statistics); Business; Political science; Medicine; Nursing","score_opus":0.053821581842659914,"score_gpt":0.30531143356186113,"score_spread":0.25148985171920124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390161607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99577564,0.00008921376,0.00017962322,0.00032261002,0.000015550677,0.000035409295,0.00007699946,0.000008984417,0.0034960075],"genre_scores_gemma":[0.9990036,0.00007928146,0.00015734346,0.0000857497,0.000007091561,0.00003522102,0.00007743375,0.0000058499945,0.00054836774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987921,0.0005328145,0.00006451576,0.000092941955,0.00017551993,0.00034215362],"domain_scores_gemma":[0.99506456,0.0018607357,0.0016580817,0.00018642054,0.0004588673,0.0007713767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013427939,0.00025778683,0.00018846759,0.0006309854,0.0016832054,0.002015749,0.0003167771,0.00057010725,0.004482342],"category_scores_gemma":[0.010432772,0.00015291772,0.00020156054,0.0005238671,0.00091218343,0.0014822778,0.0021915701,0.00089994574,0.00039576643],"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":[0.0005156876,0.00050497195,0.72806245,0.0005734343,0.00007462894,0.0013571738,0.20623866,0.00027238307,0.0042994493,0.0013889166,0.004266511,0.05244569],"study_design_scores_gemma":[0.000013345751,0.00023271088,0.6851894,0.00024350495,0.000044084074,0.0003348963,0.300034,0.00082810596,0.0009738638,0.0006400865,0.011403252,0.000062695915],"about_ca_topic_score_codex":0.007170938,"about_ca_topic_score_gemma":0.012407158,"teacher_disagreement_score":0.007170938,"about_ca_system_score_codex":0.0012632435,"about_ca_system_score_gemma":0.0011847606,"threshold_uncertainty_score":0.01499486},"labels":[],"label_agreement":null},{"id":"W4390197234","doi":"10.5430/ijba.v14n4p1","title":"The Role of Public Relations on Reputation Management: A Case Study of Orange Mobile Company Sierra Leone Limited","year":2023,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Public Relations and Crisis Communication","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":"Sierra leone; Reputation; Feeling; Orange (colour); Public relations; Sociology; Marketing; Business; Psychology; Political science; Social psychology; Socioeconomics; Social science; Biology","score_opus":0.055117112190333925,"score_gpt":0.36413583594422455,"score_spread":0.3090187237538906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390197234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993551,0.0002442747,0.00013814676,0.00048058658,0.0000058050628,0.00003432189,0.0000064481114,0.000002410692,0.0055370014],"genre_scores_gemma":[0.99622154,0.0003904123,0.00025765822,0.000078658624,0.0000061751016,0.000021616645,0.000006865927,0.000002122398,0.0030149526],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99812156,0.0011899325,0.000042333424,0.00009248817,0.00014780356,0.00040584878],"domain_scores_gemma":[0.9970818,0.001591864,0.00042208825,0.000103787024,0.0002085856,0.0005918027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017148033,0.000275413,0.0003120661,0.0011754116,0.009473221,0.002754688,0.00099095,0.0016570749,0.0026692702],"category_scores_gemma":[0.0031298762,0.0002785077,0.0001808097,0.00081685133,0.002358073,0.0014236192,0.0019136491,0.0009915928,0.00016868363],"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":[0.00017640775,0.0015830991,0.12742904,0.00055321475,0.000051352665,0.15189078,0.6606384,0.0015232723,0.0043743174,0.010896121,0.00334875,0.037535265],"study_design_scores_gemma":[0.000018943885,0.0004910215,0.052928645,0.00031461392,0.000030436724,0.0078119026,0.9047766,0.0008914363,0.000844246,0.00036045938,0.03150161,0.000030160088],"about_ca_topic_score_codex":0.047994692,"about_ca_topic_score_gemma":0.14068396,"teacher_disagreement_score":0.047994692,"about_ca_system_score_codex":0.0042840787,"about_ca_system_score_gemma":0.002770536,"threshold_uncertainty_score":0.09543067},"labels":[],"label_agreement":null},{"id":"W4390520273","doi":"10.1007/s42001-023-00240-9","title":"Telegram channels covering Russia’s invasion of Ukraine: a comparative analysis of large multilingual corpora","year":2024,"lang":"en","type":"article","venue":"Journal of Computational Social Science","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Ukrainian; Ideology; Politics; Social media; Political science; Spanish Civil War; Content analysis; Dimension (graph theory); Digital media; Media studies; Law; Sociology; Linguistics; Social science","score_opus":0.051966817987219215,"score_gpt":0.4161614816959257,"score_spread":0.3641946637087065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390520273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909105,0.0005296206,0.00029825093,0.00017342887,0.000009875625,0.000013040924,0.002643999,0.000014493446,0.0054067257],"genre_scores_gemma":[0.99582964,0.00028027527,0.00030587503,0.000022435232,0.000009231949,0.000015704974,0.0029006682,0.000031463867,0.000604689],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853206,0.0006889469,0.00011913128,0.00021159895,0.00026127562,0.00018698098],"domain_scores_gemma":[0.9777278,0.016900998,0.0023314294,0.0011015203,0.0015982975,0.0003399809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002255202,0.00017723437,0.00034255476,0.005111886,0.0015409434,0.0019054099,0.00054785016,0.0004821164,0.0035901484],"category_scores_gemma":[0.009384292,0.00024583735,0.00019132455,0.007136694,0.00167081,0.0020351927,0.0020166575,0.0005966796,0.00041773668],"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":[0.004442483,0.00051926397,0.48776647,0.0039654747,0.0012195393,0.008667392,0.24281573,0.010169614,0.023193287,0.037326496,0.020866252,0.1590479],"study_design_scores_gemma":[0.000044535434,0.00008009914,0.89781684,0.0006153617,0.00038541603,0.0010519373,0.049933963,0.0017915127,0.0027954613,0.0010858802,0.04434845,0.000050543575],"about_ca_topic_score_codex":0.028533714,"about_ca_topic_score_gemma":0.060905464,"teacher_disagreement_score":0.028533714,"about_ca_system_score_codex":0.0016345372,"about_ca_system_score_gemma":0.001679677,"threshold_uncertainty_score":0.056735277},"labels":[],"label_agreement":null},{"id":"W4391133703","doi":"10.14305/jn.29960819.2024.1.1.07","title":"Relational PR: Relationship-building and trust at the Generative AI crossroads. Does the practice choose greatness or irrelevance?","year":2024,"lang":"en","type":"article","venue":"Newhouse Impact Journal","topic":"Public Relations and Crisis Communication","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":"Greatness; Generative grammar; Psychology; Epistemology; Social psychology; Sociology; Political science; Philosophy; Linguistics","score_opus":0.05416179032693964,"score_gpt":0.42084680410533093,"score_spread":0.3666850137783913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391133703","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0981825,0.006680891,0.18685973,0.15275104,0.0006574641,0.00015625646,0.000147071,0.00035392283,0.5542112],"genre_scores_gemma":[0.98281074,0.001091487,0.007740735,0.0010410484,0.00010900841,0.000055746663,0.000027096015,0.00007737089,0.007046817],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99387556,0.0041229613,0.00017704738,0.00051701936,0.0007938815,0.0005135257],"domain_scores_gemma":[0.9829847,0.009667583,0.0016130788,0.0026620664,0.0014545016,0.0016180815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0089260265,0.00039281,0.00044842417,0.0017000653,0.0047534625,0.012386648,0.0016793294,0.003480805,0.015203364],"category_scores_gemma":[0.027223745,0.00045969442,0.00046845758,0.0016672942,0.0326172,0.021539507,0.0077273003,0.0052247974,0.0015543803],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002513096,0.000025308529,0.00095556845,0.000060024948,0.000009126627,0.00012531133,0.015964463,0.00023335451,0.00018727599,0.96379924,0.0018669554,0.016748229],"study_design_scores_gemma":[0.000014731373,0.000031016512,0.0013250483,0.00018958648,0.000015824153,0.00021033458,0.013269621,0.001519326,0.0003110812,0.958063,0.025028896,0.000021489366],"about_ca_topic_score_codex":0.0063326415,"about_ca_topic_score_gemma":0.0058831987,"teacher_disagreement_score":0.015203364,"about_ca_system_score_codex":0.0048790975,"about_ca_system_score_gemma":0.0052107368,"threshold_uncertainty_score":0.050860286},"labels":[],"label_agreement":null},{"id":"W4391254019","doi":"10.1386/cjcs_00096_1","title":"De-westernizing public relations: A comparative and global perspective on the influence of personal and patronage relationships across the world","year":2024,"lang":"en","type":"article","venue":"Catalan Journal of Communication & Cultural Studies","topic":"Public Relations and Crisis Communication","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":"Normative; Diversity (politics); Pluralism (philosophy); Perspective (graphical); Political science; Population; Subject (documents); Public relations; Sociology; Law; Epistemology","score_opus":0.16732854626530203,"score_gpt":0.43340599878341046,"score_spread":0.26607745251810844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391254019","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19951238,0.17216223,0.0018239402,0.04931747,0.0014405897,0.00002728427,0.00008758094,0.000039002036,0.5755895],"genre_scores_gemma":[0.93292564,0.054855738,0.00031942019,0.003202213,0.00072952884,0.00002905946,0.00004646085,0.000044759006,0.007847131],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99636406,0.0025478324,0.000071976916,0.0002200816,0.00031623457,0.00047983765],"domain_scores_gemma":[0.996265,0.0025209095,0.00043156496,0.00027264055,0.00031113374,0.00019871374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004465392,0.0005461393,0.000492123,0.0049602115,0.0056267157,0.010135352,0.00057407713,0.0017396905,0.0043472955],"category_scores_gemma":[0.0033987872,0.00020650064,0.00025281048,0.0075965608,0.022652296,0.010162763,0.0040606833,0.0032638456,0.00028422868],"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":[0.00009209569,0.000043252974,0.003002688,0.00090352516,0.000044985885,0.0008219593,0.5752094,0.00016194231,0.00041876448,0.33777007,0.009199711,0.0723316],"study_design_scores_gemma":[0.00001155485,0.00008903876,0.019296546,0.002540377,0.00006178743,0.000974184,0.53543407,0.0001076993,0.00047079628,0.032360233,0.4086247,0.00002900695],"about_ca_topic_score_codex":0.009446113,"about_ca_topic_score_gemma":0.011067279,"teacher_disagreement_score":0.010135352,"about_ca_system_score_codex":0.0050817607,"about_ca_system_score_gemma":0.002221692,"threshold_uncertainty_score":0.036870897},"labels":[],"label_agreement":null},{"id":"W4391275629","doi":"10.1093/oxfordhb/9780192859198.013.25","title":"The European Union and Digital Diplomacy","year":2024,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Public Relations and Crisis Communication","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":"European union; Diplomacy; Political science; Negotiation; Social media; Politics; Reputation; Competition (biology); Public relations; International trade; Political economy; Sociology; Business; Law","score_opus":0.022136011619055023,"score_gpt":0.23969132204551116,"score_spread":0.21755531042645615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391275629","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021405406,0.032957096,0.0007244182,0.027800268,0.0007664603,0.000010805715,0.000064462154,0.000019676934,0.91625154],"genre_scores_gemma":[0.8999266,0.020325013,0.0004394761,0.00667365,0.0007464086,0.000049192873,0.00012873675,0.00004767237,0.07166325],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975062,0.0014691376,0.00006312551,0.00022934511,0.00038233027,0.00034984897],"domain_scores_gemma":[0.9984034,0.0010287534,0.00019052978,0.000105561056,0.00012949681,0.00014234138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019177848,0.0002818244,0.00030525812,0.0013468888,0.0025534227,0.011095038,0.000418959,0.0022742697,0.018827103],"category_scores_gemma":[0.003716468,0.00011057047,0.00018215251,0.0028529153,0.008455056,0.004865787,0.004101076,0.0025126238,0.0013200941],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016202384,0.0000126654495,0.00028257284,0.000048820784,0.0000027653346,0.00009659292,0.0024922215,0.00010416124,0.00002310908,0.9721748,0.012441545,0.01230465],"study_design_scores_gemma":[0.000012932684,0.000015856855,0.002069842,0.0012664892,0.0000037044135,0.00012920806,0.009333871,0.00014061214,0.00010664031,0.13261226,0.8542984,0.000010296134],"about_ca_topic_score_codex":0.0019735056,"about_ca_topic_score_gemma":0.0011337932,"teacher_disagreement_score":0.018827103,"about_ca_system_score_codex":0.0037638294,"about_ca_system_score_gemma":0.0015965186,"threshold_uncertainty_score":0.06298298},"labels":[],"label_agreement":null},{"id":"W4391305210","doi":"10.15173/mjc.v9i0.268","title":"Issue Contributors &amp; Editors","year":2013,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","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":"Data science; Computer science","score_opus":0.02378304370190857,"score_gpt":0.3132941425623116,"score_spread":0.289511098860403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391305210","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00054955593,0.00851966,0.0012514906,0.025957683,0.49380207,0.0004437647,0.0018388317,0.0010176051,0.46661925],"genre_scores_gemma":[0.0019868682,0.004180036,0.0005375924,0.0030218863,0.0554327,0.00012915724,0.0005430022,0.0004352454,0.9337335],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966151,0.00028971373,0.0002445803,0.00045395948,0.0020591689,0.0003374421],"domain_scores_gemma":[0.984006,0.00081293634,0.0008185996,0.0010033944,0.010269542,0.0030895274],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002976545,0.0019081124,0.0015397634,0.003824135,0.003105009,0.01186594,0.002257873,0.0025854954,0.3653601],"category_scores_gemma":[0.0150236925,0.0008641762,0.0005772923,0.0033848754,0.00096507336,0.0065060416,0.0028827433,0.0034122586,0.45023987],"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":[0.0000071450368,0.0000090734575,0.00003925605,0.000058610396,8.5296074e-7,0.000019290715,0.000014067218,0.000011805163,0.000058717753,0.00063230353,0.9735223,0.02562657],"study_design_scores_gemma":[0.0000021139597,0.0000045290763,0.00009565465,0.00003852859,9.174678e-7,0.000023581382,0.000025488098,0.000020356805,0.00004832743,0.0002732137,0.99946445,0.0000028390848],"about_ca_topic_score_codex":0.0012217602,"about_ca_topic_score_gemma":0.0019233569,"teacher_disagreement_score":0.63463986,"about_ca_system_score_codex":0.0015789173,"about_ca_system_score_gemma":0.004129295,"threshold_uncertainty_score":0.9052368},"labels":[],"label_agreement":null},{"id":"W4391890407","doi":"10.1016/b978-0-12-809526-3.00015-4","title":"Social media use by multiple stakeholders and rightsholders during the Fort McMurray wildfires","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Public Relations and Crisis Communication","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":"Psychology; Social media; Geography; Computer science; World Wide Web","score_opus":0.06079949772521625,"score_gpt":0.28158570694741825,"score_spread":0.220786209222202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391890407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94694096,0.00036188096,0.00024866566,0.0017072998,0.00005525806,0.00003355322,0.00012336993,0.000011560824,0.050517406],"genre_scores_gemma":[0.9793307,0.00035123993,0.0002448902,0.00020270479,0.0000333386,0.000036452097,0.000070964285,0.000012024433,0.019717729],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990571,0.00042351917,0.000023314424,0.0000875694,0.00019522083,0.0002132344],"domain_scores_gemma":[0.9982033,0.0011125862,0.00023718776,0.000053514817,0.00016757617,0.00022584663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019504043,0.00025720647,0.00017722137,0.0013721883,0.005372981,0.004711023,0.00058627035,0.0015486925,0.0074306442],"category_scores_gemma":[0.0030545434,0.00022032048,0.00013177331,0.0011354651,0.001436841,0.004182085,0.002262023,0.00096548634,0.00049501733],"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":[0.00027595673,0.00035123617,0.093968146,0.00013302173,0.000028426848,0.0021907662,0.7206367,0.00029984204,0.0037866316,0.0059884996,0.008684247,0.16365653],"study_design_scores_gemma":[0.000006682099,0.00012349176,0.13311379,0.00017849894,0.000014768834,0.00020524931,0.8280953,0.00048838265,0.0007470297,0.0010621382,0.03593681,0.000027783144],"about_ca_topic_score_codex":0.03729723,"about_ca_topic_score_gemma":0.15846345,"teacher_disagreement_score":0.96270275,"about_ca_system_score_codex":0.0019632333,"about_ca_system_score_gemma":0.0014860443,"threshold_uncertainty_score":0.07416028},"labels":[],"label_agreement":null},{"id":"W4391943109","doi":"10.1108/ccij-08-2023-0117","title":"Mediated crises and strategic crisis communication of third sector organizations: a content analysis of crisis reporting in six countries","year":2024,"lang":"en","type":"article","venue":"Corporate Communications An International Journal","topic":"Public Relations and Crisis Communication","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":"Crisis communication; Content analysis; Business; Content (measure theory); Public relations; Political science; Sociology; Social science","score_opus":0.20071662952547473,"score_gpt":0.3941306924962511,"score_spread":0.19341406297077637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391943109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968065,0.00014614745,0.00051077234,0.00017780215,0.000008055684,0.000114026494,0.00033617695,0.000006430187,0.0018940989],"genre_scores_gemma":[0.997715,0.00028705603,0.0010490015,0.000056819346,0.000011634932,0.00018834179,0.00045641308,0.000010176739,0.00022557861],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9963696,0.0022381528,0.00042741135,0.00022833303,0.00043912433,0.00029739088],"domain_scores_gemma":[0.9727811,0.017202016,0.0053573237,0.00096822594,0.003212989,0.00047829968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051794453,0.0002702459,0.00032299155,0.0062026996,0.0013978374,0.002891834,0.00043687527,0.0003606834,0.0014771762],"category_scores_gemma":[0.023350092,0.00023530333,0.00022641903,0.0067066643,0.0018301831,0.0025081735,0.0029625993,0.0006598108,0.00013072629],"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":[0.0002055702,0.00014267353,0.3375896,0.0010286522,0.0000766123,0.00063492596,0.59650254,0.00033429096,0.0014990757,0.0022207596,0.0015147082,0.058250602],"study_design_scores_gemma":[0.000008557805,0.00007063685,0.2916793,0.00040395273,0.000034256856,0.00022825177,0.6992987,0.0006159214,0.00062785856,0.00037002805,0.006635174,0.000027410531],"about_ca_topic_score_codex":0.005659624,"about_ca_topic_score_gemma":0.0051747984,"teacher_disagreement_score":0.0062026996,"about_ca_system_score_codex":0.0021209347,"about_ca_system_score_gemma":0.0018361702,"threshold_uncertainty_score":0.027391851},"labels":[],"label_agreement":null},{"id":"W4391994776","doi":"10.2196/48134","title":"Newspaper Coverage of Hospitals During a Prolonged Health Crisis: Longitudinal Mixed Methods Study","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Public Relations and Crisis Communication","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":"ZonMw","keywords":"Newspaper; Thematic analysis; Preparedness; Content analysis; Public health; Pandemic; Medicine; Health care; Public relations; Political science; Coronavirus disease 2019 (COVID-19); Qualitative research; Business; Sociology; Nursing; Advertising; Social science; Pathology","score_opus":0.044489726181783325,"score_gpt":0.42213440570330113,"score_spread":0.3776446795215178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391994776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951551,0.00071939,0.00056469225,0.0002653974,0.000027100832,0.0007163947,0.0017186947,0.000008890797,0.0008243942],"genre_scores_gemma":[0.98739296,0.000981604,0.0022654051,0.0008461697,0.0001126274,0.0049862587,0.002293807,0.000025960095,0.0010951012],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98825663,0.006352648,0.0016397185,0.001371185,0.0015268342,0.00085303636],"domain_scores_gemma":[0.96513677,0.015573842,0.012264749,0.0017303252,0.004321373,0.0009728626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013702348,0.00046402393,0.0010927562,0.0036727916,0.0019672222,0.0029510048,0.0011719748,0.0011346883,0.0041121626],"category_scores_gemma":[0.033922933,0.0007828921,0.0010134267,0.0053336443,0.00091379404,0.0031784214,0.0019706234,0.0013392078,0.0008435944],"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":[0.0008678104,0.002144239,0.9105642,0.0019585069,0.00064331864,0.00078730035,0.054916635,0.000099774785,0.00046461684,0.00042111723,0.003705625,0.02342684],"study_design_scores_gemma":[0.0001710887,0.002216776,0.8798977,0.0011922574,0.000441349,0.0006908282,0.10841164,0.0007028773,0.00047177833,0.00038228478,0.005318659,0.00010273672],"about_ca_topic_score_codex":0.0070302924,"about_ca_topic_score_gemma":0.010153145,"teacher_disagreement_score":0.013702348,"about_ca_system_score_codex":0.0018967178,"about_ca_system_score_gemma":0.0018871758,"threshold_uncertainty_score":0.07246584},"labels":[],"label_agreement":null},{"id":"W4392032160","doi":"10.1007/978-3-031-50947-6_12","title":"Consumer Behavior During a Brand Crisis","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Public Relations and Crisis Communication","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":"Business; Advertising","score_opus":0.03186892091973719,"score_gpt":0.3191796597571788,"score_spread":0.2873107388374416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392032160","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6004133,0.0010751021,0.00035313156,0.0040990533,0.00011543978,0.000025405838,0.00014713175,0.000015605192,0.39375585],"genre_scores_gemma":[0.91430414,0.0011119865,0.0003374137,0.00049444905,0.0000588614,0.00001632369,0.00013557612,0.000021755593,0.08351945],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998739,0.000052538806,0.0000023737791,0.000009348872,0.000039677856,0.000022158669],"domain_scores_gemma":[0.9994771,0.00033749818,0.00005073132,0.00001592585,0.00005335232,0.00006533697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040635804,0.00009336932,0.00008471324,0.00045510632,0.0008932907,0.0019924063,0.00019985944,0.00097326085,0.00999201],"category_scores_gemma":[0.00162658,0.00010934018,0.00012251477,0.000569527,0.0007621889,0.0013791695,0.00041748828,0.0009307039,0.00079099205],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012023051,0.0015751129,0.14763297,0.00029176753,0.00004846029,0.002646439,0.24650629,0.0009048192,0.0064261113,0.17146564,0.07390381,0.34739628],"study_design_scores_gemma":[0.00003497193,0.00055904477,0.4534285,0.0003567773,0.00005264574,0.0012709264,0.31300032,0.0027985112,0.0018295042,0.032927737,0.19367224,0.00006882512],"about_ca_topic_score_codex":0.0077181025,"about_ca_topic_score_gemma":0.020936616,"teacher_disagreement_score":0.00999201,"about_ca_system_score_codex":0.0009623931,"about_ca_system_score_gemma":0.0003869761,"threshold_uncertainty_score":0.033426583},"labels":[],"label_agreement":null},{"id":"W4392603896","doi":"10.5194/egusphere-egu24-10974","title":"The exceptionality of the 2022 fire season over Central Europe","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":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; Geography","score_opus":0.027535126368281627,"score_gpt":0.33238347409802793,"score_spread":0.3048483477297463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392603896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962727,0.0006135422,0.00037731478,0.00004359371,0.00001573319,0.0000050835993,0.0015033177,0.000022379509,0.0011464709],"genre_scores_gemma":[0.99759066,0.00017985952,0.00021017525,0.000024158962,0.000018025645,0.0000041074404,0.0018121842,0.0000072965126,0.00015355866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999666,0.000032852182,0.000034898134,0.00011661069,0.000065039814,0.00008455185],"domain_scores_gemma":[0.99955004,0.00005672291,0.00015714407,0.000042703537,0.00011710968,0.00007625321],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076018367,0.0003306315,0.00029727916,0.0012603867,0.00030151304,0.0013748294,0.00029797776,0.00040506222,0.00059274863],"category_scores_gemma":[0.000739054,0.00011510141,0.0004090799,0.001694613,0.00019453638,0.00041570276,0.0005062157,0.0001980601,0.00012933857],"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":[0.00017408561,0.000028771954,0.97361577,0.000070420174,0.0002129673,0.000714042,0.00020475476,0.0066233138,0.001613514,0.00036335396,0.0011193169,0.015259678],"study_design_scores_gemma":[0.000004476646,0.000022840271,0.99156696,0.000030017243,0.00004463761,0.0002868764,0.0003754828,0.004614469,0.00051381276,0.000109212866,0.0024200822,0.000011071917],"about_ca_topic_score_codex":0.020559544,"about_ca_topic_score_gemma":0.02381224,"teacher_disagreement_score":0.020559544,"about_ca_system_score_codex":0.00051782327,"about_ca_system_score_gemma":0.00032180295,"threshold_uncertainty_score":0.040879786},"labels":[],"label_agreement":null},{"id":"W4392906043","doi":"10.32920/25412836.v1","title":"Facebook and Cambridge Analytica: Using Situational Crisis Communication Theory To Analyze Communication Practices on YouTube","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; York University; Centre for Social Innovation; University of Ottawa","funders":"","keywords":"Crisis communication; Situational ethics; Social media; Public relations; Uses and gratifications theory; Communication theory; Crisis response; Organizational communication; Political science; Psychology; Social psychology; Sociology","score_opus":0.08855438898649097,"score_gpt":0.4176690298734129,"score_spread":0.32911464088692194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392906043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90391016,0.0011104338,0.0153615475,0.0027386027,0.00011392913,0.0006658417,0.0013487879,0.00014798237,0.074602745],"genre_scores_gemma":[0.9860531,0.0005876796,0.007239612,0.00020190395,0.000034314195,0.0005116371,0.0006888536,0.000061125415,0.0046218415],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9977209,0.0014743928,0.00009461701,0.0001890393,0.00035297006,0.00016794466],"domain_scores_gemma":[0.99361897,0.004369016,0.00066938053,0.0003980899,0.00063594483,0.00030862016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022312615,0.000398549,0.00023598073,0.0042808726,0.0025197915,0.0036616533,0.00051828224,0.0005737615,0.0038702767],"category_scores_gemma":[0.011276075,0.00020723755,0.00018586157,0.0027613791,0.0031242974,0.0061063273,0.0025568472,0.00076258706,0.0005448919],"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":[0.00022187698,0.00013707981,0.09589138,0.0008279555,0.00005900083,0.0013544888,0.69752085,0.0009499435,0.0029300516,0.064643614,0.017050603,0.1184132],"study_design_scores_gemma":[0.000024679446,0.000121648176,0.08416835,0.0009905719,0.000039303788,0.0004633077,0.8018387,0.008488822,0.0021681678,0.016450215,0.08516196,0.00008424178],"about_ca_topic_score_codex":0.02151875,"about_ca_topic_score_gemma":0.034009878,"teacher_disagreement_score":0.02151875,"about_ca_system_score_codex":0.0026583234,"about_ca_system_score_gemma":0.0015979686,"threshold_uncertainty_score":0.042786956},"labels":[],"label_agreement":null},{"id":"W4392906081","doi":"10.32920/25412836","title":"Facebook and Cambridge Analytica: Using Situational Crisis Communication Theory To Analyze Communication Practices on YouTube","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; York University; Centre for Social Innovation; University of Ottawa","funders":"","keywords":"Crisis communication; Situational ethics; Social media; Public relations; Uses and gratifications theory; Communication theory; Crisis response; Organizational communication; Political science; Psychology; Social psychology; Sociology","score_opus":0.08855438898649097,"score_gpt":0.4176690298734129,"score_spread":0.32911464088692194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392906081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90391016,0.0011104338,0.0153615475,0.0027386027,0.00011392913,0.0006658417,0.0013487879,0.00014798237,0.074602745],"genre_scores_gemma":[0.9860531,0.0005876796,0.007239612,0.00020190395,0.000034314195,0.0005116371,0.0006888536,0.000061125415,0.0046218415],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9977209,0.0014743928,0.00009461701,0.0001890393,0.00035297006,0.00016794466],"domain_scores_gemma":[0.99361897,0.004369016,0.00066938053,0.0003980899,0.00063594483,0.00030862016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022312615,0.000398549,0.00023598073,0.0042808726,0.0025197915,0.0036616533,0.00051828224,0.0005737615,0.0038702767],"category_scores_gemma":[0.011276075,0.00020723755,0.00018586157,0.0027613791,0.0031242974,0.0061063273,0.0025568472,0.00076258706,0.0005448919],"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":[0.00022187698,0.00013707981,0.09589138,0.0008279555,0.00005900083,0.0013544888,0.69752085,0.0009499435,0.0029300516,0.064643614,0.017050603,0.1184132],"study_design_scores_gemma":[0.000024679446,0.000121648176,0.08416835,0.0009905719,0.000039303788,0.0004633077,0.8018387,0.008488822,0.0021681678,0.016450215,0.08516196,0.00008424178],"about_ca_topic_score_codex":0.02151875,"about_ca_topic_score_gemma":0.034009878,"teacher_disagreement_score":0.02151875,"about_ca_system_score_codex":0.0026583234,"about_ca_system_score_gemma":0.0015979686,"threshold_uncertainty_score":0.042786956},"labels":[],"label_agreement":null},{"id":"W4392977221","doi":"10.3138/cjc-2023-0003","title":"The Role of Municipalities in Communicating for Community Resilience during the COVID-19 Pandemic: A Study of Niagara Region’s Crisis Communication","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Public Relations and Crisis Communication","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":"Western University; Brock University","funders":"","keywords":"Resilience (materials science); Coronavirus disease 2019 (COVID-19); Pandemic; Crisis communication; Community resilience; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Business; Sociology; Geography; Public relations; Virology; Medicine; Engineering","score_opus":0.08207116151523754,"score_gpt":0.37038443271092336,"score_spread":0.28831327119568584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392977221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99211794,0.00018273157,0.00008572588,0.001350749,0.000011454975,0.000022858107,0.000068219255,0.0000055192154,0.0061547793],"genre_scores_gemma":[0.9987698,0.00015899101,0.0001154664,0.00010613511,0.000004524625,0.000025407599,0.000032550593,0.000005524434,0.0007814804],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9968579,0.0020473797,0.00011300554,0.00020878989,0.00018648671,0.00058650266],"domain_scores_gemma":[0.9890587,0.005097417,0.002723524,0.0006348149,0.0013196782,0.0011659553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029731987,0.00021854942,0.00034688815,0.0010696715,0.007213147,0.0039748363,0.00089394295,0.00086152146,0.0032467134],"category_scores_gemma":[0.014137459,0.0003380455,0.00024223563,0.0022025493,0.0026190844,0.0032992645,0.004548039,0.0014819229,0.00039072582],"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":[0.000104740764,0.00013378302,0.18187882,0.00016614195,0.000027240574,0.0012415347,0.7946706,0.00019010359,0.00024869986,0.0018418875,0.0027360732,0.016760295],"study_design_scores_gemma":[0.0000026980929,0.000025590345,0.08441073,0.00010878122,0.0000119920205,0.000085660904,0.9097867,0.00015887355,0.000046434125,0.00015594246,0.005192328,0.000014274243],"about_ca_topic_score_codex":0.2820196,"about_ca_topic_score_gemma":0.4150604,"teacher_disagreement_score":0.7179804,"about_ca_system_score_codex":0.0074191215,"about_ca_system_score_gemma":0.010477235,"threshold_uncertainty_score":0.5607561},"labels":[],"label_agreement":null},{"id":"W4393041879","doi":"10.1080/03075079.2024.2332415","title":"From pandemic crisis to recovery and resilience: lessons from COVID-19 at a large urban research university","year":2024,"lang":"en","type":"article","venue":"Studies in Higher Education","topic":"Public Relations and Crisis Communication","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 Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Resilience (materials science); Higher education; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Crisis management; Political science; Economic growth; Virology; Medicine; Economics","score_opus":0.24122267116124724,"score_gpt":0.5199172702831919,"score_spread":0.27869459912194466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393041879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94093853,0.0008737154,0.0016103516,0.039519187,0.00021553293,0.00013557242,0.00004264454,0.000071756695,0.016592702],"genre_scores_gemma":[0.9931165,0.00091961044,0.00094847864,0.0019920564,0.000054928943,0.000054408527,0.000020696732,0.000028153969,0.002865171],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99111676,0.006439983,0.00014942794,0.0003217379,0.00033042577,0.0016415935],"domain_scores_gemma":[0.99083686,0.0040445803,0.00067889725,0.0005824748,0.00067148526,0.0031856562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00869906,0.0005897701,0.00051975076,0.0013342319,0.02511113,0.009116195,0.002786662,0.0035670586,0.002800598],"category_scores_gemma":[0.011129536,0.00053435203,0.0005448015,0.0013809202,0.015083072,0.007542853,0.013163895,0.0066351136,0.00050208636],"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":[0.0001167285,0.00046819507,0.012382425,0.00018432665,0.000019845707,0.008728329,0.9315032,0.0006863695,0.0006409509,0.012573163,0.006222716,0.02647377],"study_design_scores_gemma":[0.000006561703,0.00014670685,0.0035807085,0.00012597616,0.000006222344,0.0005999939,0.9802319,0.0002689722,0.00030310394,0.0021441635,0.0125525845,0.0000332044],"about_ca_topic_score_codex":0.013820097,"about_ca_topic_score_gemma":0.049278878,"teacher_disagreement_score":0.02511113,"about_ca_system_score_codex":0.008334572,"about_ca_system_score_gemma":0.011573746,"threshold_uncertainty_score":0.060471892},"labels":[],"label_agreement":null},{"id":"W4393343171","doi":"10.1016/j.cpa.2024.102726","title":"The fragments and traces of integrated reporting that prevail: On the importance of a sustained critical perspective on reporting","year":2024,"lang":"en","type":"article","venue":"Critical Perspectives on Accounting","topic":"Public Relations and Crisis Communication","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":"Université Laval","funders":"","keywords":"Perspective (graphical); Integrated reporting; Psychology; Process management; Business; Computer science; Artificial intelligence","score_opus":0.05113135201756142,"score_gpt":0.4146035924598022,"score_spread":0.3634722404422408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393343171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44539946,0.007435534,0.09090168,0.20552343,0.0010461896,0.00019602143,0.00038145218,0.00042969926,0.24868655],"genre_scores_gemma":[0.9921915,0.00049067615,0.0033836577,0.0013663647,0.00018887759,0.000040294977,0.0000350187,0.00011119033,0.0021924472],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98221326,0.010783531,0.0005271387,0.0013978827,0.0032913731,0.0017868505],"domain_scores_gemma":[0.82299787,0.13566588,0.012277163,0.017113192,0.009632694,0.0023132092],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.028780747,0.0005153509,0.0005443811,0.004878426,0.013533626,0.02766557,0.0035860247,0.0068923435,0.0053252727],"category_scores_gemma":[0.115903504,0.00079664757,0.00041105424,0.006236762,0.07269509,0.03894918,0.010913748,0.010133492,0.00043718706],"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":[0.00007090725,0.000015183729,0.0019020635,0.000058407422,0.000009666731,0.00038148218,0.2975159,0.00025941,0.00020903478,0.6767367,0.0038845264,0.0189567],"study_design_scores_gemma":[0.000016374914,0.000037837428,0.0027366558,0.0007244304,0.000020982536,0.0005249058,0.23399112,0.0012689638,0.00088283734,0.67509604,0.084624834,0.00007506458],"about_ca_topic_score_codex":0.0138617065,"about_ca_topic_score_gemma":0.011180461,"teacher_disagreement_score":0.97233444,"about_ca_system_score_codex":0.0074398676,"about_ca_system_score_gemma":0.009565455,"threshold_uncertainty_score":0.15220892},"labels":[],"label_agreement":null},{"id":"W4393405198","doi":"10.1057/s41311-024-00564-x","title":"Putting Discourses About the War in Ukraine on a Map: How Different is Everyone’s Story?","year":2024,"lang":"en","type":"article","venue":"International Politics","topic":"Public Relations and Crisis Communication","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":"Memorial University of Newfoundland","funders":"","keywords":"Political science; History","score_opus":0.030725923320054555,"score_gpt":0.35950425370852734,"score_spread":0.3287783303884728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393405198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4839516,0.00938078,0.0053164805,0.2472259,0.0020089375,0.000048058897,0.00050617394,0.00012538867,0.25143662],"genre_scores_gemma":[0.9947425,0.0009889714,0.0003118801,0.0015937308,0.00007585317,0.000011480897,0.000057196616,0.00003720435,0.00218123],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9932823,0.0049077943,0.00018015988,0.0003184304,0.00044649892,0.0008647518],"domain_scores_gemma":[0.99326116,0.0042550624,0.00065889175,0.00030000723,0.00083677337,0.00068803504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005887244,0.0008625987,0.0008176499,0.003975125,0.023363214,0.026484039,0.0016688776,0.0048793545,0.004770676],"category_scores_gemma":[0.010761233,0.00046281508,0.00043336142,0.0048303246,0.024385806,0.021399103,0.011139312,0.008756093,0.0005028103],"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":[0.00002947998,0.000014687572,0.0018865521,0.00011708966,0.000022813081,0.00050413166,0.8788223,0.00019155192,0.00016202753,0.10423883,0.006267268,0.0077431225],"study_design_scores_gemma":[0.000002001375,0.000007542464,0.0018195283,0.00029114672,0.000014740273,0.000095947114,0.92155373,0.000120843084,0.00017088917,0.02243396,0.05347465,0.000014964817],"about_ca_topic_score_codex":0.052254822,"about_ca_topic_score_gemma":0.039672673,"teacher_disagreement_score":0.052254822,"about_ca_system_score_codex":0.015098048,"about_ca_system_score_gemma":0.010349766,"threshold_uncertainty_score":0.109544516},"labels":[],"label_agreement":null},{"id":"W4394586899","doi":"10.2196/51698","title":"A Typology of Social Media Use by Human Service Nonprofits: Mixed Methods Study","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Public Relations and Crisis Communication","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":"Artificial Intelligence in Medicine (Canada); University of Toronto","funders":"","keywords":"Social media; Thematic analysis; Typology; Computer science; Artificial intelligence; Population; Machine learning; Knowledge management; Qualitative research; World Wide Web; Sociology; Social science","score_opus":0.22710048267012647,"score_gpt":0.5947548679213404,"score_spread":0.36765438525121386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394586899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870955,0.00060406455,0.005703857,0.00051107176,0.000036483434,0.0022896545,0.00081816805,0.000017379407,0.0029237578],"genre_scores_gemma":[0.9877521,0.0003914537,0.0061908686,0.00032196174,0.000024305205,0.0041831564,0.0005026478,0.000029679277,0.00060380757],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.977227,0.013143598,0.0024061452,0.0018062352,0.0042708204,0.0011461886],"domain_scores_gemma":[0.93635994,0.038320534,0.011313305,0.0030684462,0.010031142,0.0009067149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.032880925,0.00052068004,0.0007561647,0.0074676517,0.0040274253,0.005193658,0.0020786696,0.0009483018,0.0019147797],"category_scores_gemma":[0.05377688,0.00051286985,0.0009281244,0.008626682,0.004568971,0.004286506,0.00425664,0.0010803024,0.00020708605],"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":[0.00015799266,0.0002929625,0.58128476,0.0011919141,0.00021909186,0.00048377627,0.37677273,0.00027859333,0.0007368017,0.0049937605,0.0015671563,0.03202035],"study_design_scores_gemma":[0.000022877126,0.00023234497,0.2354219,0.0010817908,0.00008911183,0.000314723,0.7468829,0.0032135425,0.00086619216,0.0028508715,0.008946394,0.000077405755],"about_ca_topic_score_codex":0.044383418,"about_ca_topic_score_gemma":0.061379317,"teacher_disagreement_score":0.044383418,"about_ca_system_score_codex":0.0106157325,"about_ca_system_score_gemma":0.006027491,"threshold_uncertainty_score":0.17389297},"labels":[],"label_agreement":null},{"id":"W4395453007","doi":"10.4324/9781003260677-13","title":"Managing the “Unknown Unknowns”","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; History","score_opus":0.03302032147702444,"score_gpt":0.31000864923373556,"score_spread":0.2769883277567111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395453007","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030895833,0.021330336,0.014588435,0.17573732,0.00447541,0.00019943506,0.00018394753,0.00039366167,0.7521956],"genre_scores_gemma":[0.38033414,0.02564324,0.010629722,0.04048127,0.0019274758,0.0001420934,0.0003255939,0.0004087995,0.54010767],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9964271,0.00079632434,0.000053906282,0.0004343378,0.0012688049,0.0010194754],"domain_scores_gemma":[0.9980444,0.000578905,0.0001630289,0.0001495692,0.0004083229,0.0006558727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003111368,0.00071701605,0.00056611653,0.0012820825,0.023722982,0.016758652,0.0019851075,0.003538276,0.013514178],"category_scores_gemma":[0.0035254867,0.0004758947,0.00033175744,0.0015195481,0.017820874,0.013682424,0.00947579,0.0067662993,0.0024123485],"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":[0.000025692076,0.00004329008,0.0015225987,0.00021356136,0.0000151877575,0.0005232728,0.07379351,0.00065741583,0.0007466378,0.5578781,0.2484105,0.116170265],"study_design_scores_gemma":[0.0000023663797,0.000009341522,0.0005062335,0.00015433803,0.000004554483,0.00009018002,0.029872054,0.0001733739,0.00014846282,0.026975572,0.9420507,0.0000128696665],"about_ca_topic_score_codex":0.23844685,"about_ca_topic_score_gemma":0.56598014,"teacher_disagreement_score":0.23844685,"about_ca_system_score_codex":0.024437653,"about_ca_system_score_gemma":0.04304875,"threshold_uncertainty_score":0.47411782},"labels":[],"label_agreement":null},{"id":"W4395457279","doi":"10.7312/midd21342-011","title":"Appendix B: Annotated List of NAALC Public Communications Submitted to the Canadian, Mexican, and U.S. National Administrative Offices (NAOs), 1994–2020","year":2024,"lang":"en","type":"book-chapter","venue":"Columbia University Press eBooks","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; Political science; Genealogy; History; Computer science","score_opus":0.07837372251925528,"score_gpt":0.2961967244426166,"score_spread":0.2178230019233613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395457279","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039192292,0.0016841035,0.0009168037,0.0032445216,0.0036529093,0.00053016224,0.30173588,0.0018288572,0.68601495],"genre_scores_gemma":[0.0016623514,0.0015865332,0.001265347,0.00054274796,0.00058925693,0.00047083653,0.092050605,0.0007477896,0.9010845],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99777204,0.00015891096,0.000098440716,0.00014573008,0.0016269471,0.00019793959],"domain_scores_gemma":[0.9798734,0.0024424796,0.00068455323,0.0004475356,0.015638579,0.0009136089],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013329542,0.0013212186,0.00078125513,0.008513203,0.002793395,0.0035305894,0.0014713682,0.0011942061,0.7204227],"category_scores_gemma":[0.011541286,0.00060604134,0.00029808262,0.017300265,0.00055567664,0.0023260498,0.0013764113,0.0012166034,0.49977016],"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":[0.0000031217578,0.0000022699555,0.000021253576,0.00003313668,1.7059904e-7,0.0000031642483,0.000015052413,0.000011198513,0.000009589134,0.0002551143,0.9961738,0.003472168],"study_design_scores_gemma":[0.000003357686,0.000002238801,0.00048173364,0.000059551778,7.302416e-7,0.000009683531,0.00007437224,0.00001780697,0.000027378266,0.00016927843,0.99914885,0.000005068113],"about_ca_topic_score_codex":0.20894386,"about_ca_topic_score_gemma":0.25100222,"teacher_disagreement_score":0.79105616,"about_ca_system_score_codex":0.009801233,"about_ca_system_score_gemma":0.015471795,"threshold_uncertainty_score":0.41545528},"labels":[],"label_agreement":null},{"id":"W4396916124","doi":"10.1007/s43621-024-00274-7","title":"Digital strategies in wildfire management: social media analytics and Web 3.0 integration","year":2024,"lang":"en","type":"article","venue":"Discover Sustainability","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Social media; Analytics; Data science; World Wide Web; Web analytics; Computer science; Social media analytics; Business; Web intelligence; The Internet; Web development","score_opus":0.013333661480541737,"score_gpt":0.31942326035061896,"score_spread":0.30608959887007725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396916124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77852684,0.0021500955,0.044696566,0.012301863,0.00023122418,0.00027830343,0.0015315239,0.00061063014,0.1596729],"genre_scores_gemma":[0.9905033,0.0005082654,0.0073160743,0.0002052376,0.000049333226,0.000033785545,0.00018679665,0.000025456473,0.0011718492],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983157,0.0009936878,0.00009709514,0.00012844912,0.00036074533,0.000104335406],"domain_scores_gemma":[0.99378973,0.0035030183,0.0012336276,0.0003464755,0.0008082785,0.00031882766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002870592,0.000493441,0.00017606425,0.004747087,0.0007441747,0.0066581056,0.00037317452,0.00062994286,0.0027515537],"category_scores_gemma":[0.006743137,0.00017268844,0.00030228673,0.0035067645,0.0010388538,0.0052828398,0.0018148706,0.0007187897,0.0003568405],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026959335,0.00087098486,0.37696564,0.0005823305,0.00046127237,0.0008222372,0.009697335,0.027297527,0.0051302295,0.1419229,0.011046534,0.4249334],"study_design_scores_gemma":[0.000040161598,0.00046984776,0.3254822,0.001783904,0.00035383977,0.0006518955,0.07940588,0.25286672,0.012485111,0.19971673,0.12651558,0.00022811172],"about_ca_topic_score_codex":0.0062569,"about_ca_topic_score_gemma":0.009283486,"teacher_disagreement_score":0.0066581056,"about_ca_system_score_codex":0.0013670777,"about_ca_system_score_gemma":0.0013074577,"threshold_uncertainty_score":0.015181303},"labels":[],"label_agreement":null},{"id":"W4399726598","doi":"10.32920/26046583","title":"A Mixed-methods Investigation of the Implications of Cancel Culture for North American Crisis Communications Practitioners","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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; Professional Engineers Ontario; Humber Polytechnic","funders":"","keywords":"Crisis communication; Political science; Public relations; Business","score_opus":0.0769058919439366,"score_gpt":0.43470915527692766,"score_spread":0.35780326333299106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399726598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97220963,0.00033963035,0.013091663,0.0012785882,0.000060187824,0.0047280868,0.00031834625,0.00002622752,0.007947563],"genre_scores_gemma":[0.94265133,0.00046755603,0.027594028,0.001456475,0.000059892387,0.022747878,0.00031507225,0.00004856709,0.00465918],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9724291,0.020958742,0.0012717437,0.0016720224,0.0025535047,0.0011147968],"domain_scores_gemma":[0.8882703,0.087159164,0.0065192706,0.0045287134,0.012715209,0.0008073793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04972045,0.00049956364,0.0006858439,0.003572963,0.0074748336,0.0042506536,0.0016863276,0.0011591265,0.005477025],"category_scores_gemma":[0.06576456,0.00076942897,0.00061743276,0.003561277,0.0038432262,0.0030034578,0.004253456,0.0018280238,0.00059566414],"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":[0.0006640071,0.0026089088,0.08182923,0.0016177035,0.000104795254,0.00072522153,0.79682237,0.0004897945,0.0027429613,0.017608648,0.0035302,0.09125616],"study_design_scores_gemma":[0.00019076656,0.0020891451,0.056000143,0.0011204496,0.0001160262,0.0001919416,0.90468156,0.0035910078,0.0027316473,0.008528863,0.020674353,0.00008412027],"about_ca_topic_score_codex":0.0111405775,"about_ca_topic_score_gemma":0.024281107,"teacher_disagreement_score":0.9888594,"about_ca_system_score_codex":0.0066081616,"about_ca_system_score_gemma":0.009397006,"threshold_uncertainty_score":0.26295},"labels":[],"label_agreement":null},{"id":"W4399726634","doi":"10.32920/26046583.v1","title":"A Mixed-methods Investigation of the Implications of Cancel Culture for North American Crisis Communications Practitioners","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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; Professional Engineers Ontario; Humber Polytechnic","funders":"","keywords":"Crisis communication; Political science; Telecommunications; Public relations; Computer science","score_opus":0.0769058919439366,"score_gpt":0.43470915527692766,"score_spread":0.35780326333299106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399726634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97220963,0.00033963035,0.013091663,0.0012785882,0.000060187824,0.0047280868,0.00031834625,0.00002622752,0.007947563],"genre_scores_gemma":[0.94265133,0.00046755603,0.027594028,0.001456475,0.000059892387,0.022747878,0.00031507225,0.00004856709,0.00465918],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9724291,0.020958742,0.0012717437,0.0016720224,0.0025535047,0.0011147968],"domain_scores_gemma":[0.8882703,0.087159164,0.0065192706,0.0045287134,0.012715209,0.0008073793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04972045,0.00049956364,0.0006858439,0.003572963,0.0074748336,0.0042506536,0.0016863276,0.0011591265,0.005477025],"category_scores_gemma":[0.06576456,0.00076942897,0.00061743276,0.003561277,0.0038432262,0.0030034578,0.004253456,0.0018280238,0.00059566414],"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":[0.0006640071,0.0026089088,0.08182923,0.0016177035,0.000104795254,0.00072522153,0.79682237,0.0004897945,0.0027429613,0.017608648,0.0035302,0.09125616],"study_design_scores_gemma":[0.00019076656,0.0020891451,0.056000143,0.0011204496,0.0001160262,0.0001919416,0.90468156,0.0035910078,0.0027316473,0.008528863,0.020674353,0.00008412027],"about_ca_topic_score_codex":0.0111405775,"about_ca_topic_score_gemma":0.024281107,"teacher_disagreement_score":0.9888594,"about_ca_system_score_codex":0.0066081616,"about_ca_system_score_gemma":0.009397006,"threshold_uncertainty_score":0.26295},"labels":[],"label_agreement":null},{"id":"W4400087120","doi":"10.2196/58040","title":"Experiences of Governments and Public Health Agencies Regarding Crisis Communication During the COVID-19 Pandemic in the Digital Age: Protocol for a Systematic Review of Qualitative Studies","year":2024,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Public Relations and Crisis Communication","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":"CINAHL; Public health; Public relations; PsycINFO; Crisis communication; Health communication; Pandemic; Political science; MEDLINE; Medicine; Nursing; Coronavirus disease 2019 (COVID-19)","score_opus":0.7884521509448685,"score_gpt":0.7224297968877099,"score_spread":0.06602235405715862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400087120","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004326236,0.0010303879,0.0011167586,0.0003061696,0.00011395977,0.99446714,0.002093605,0.000044019707,0.0003952302],"genre_scores_gemma":[0.00027391745,0.0003149288,0.0017979732,0.00008154049,0.0000053701883,0.9973122,0.00013137655,0.000003426183,0.0000792851],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.8807036,0.06002446,0.039928135,0.005419801,0.008430092,0.005493895],"domain_scores_gemma":[0.8616688,0.066473976,0.017029447,0.01443581,0.036711693,0.003680143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.18776129,0.0064778174,0.01653255,0.021765698,0.007633088,0.008146276,0.0071015577,0.009525252,0.05286345],"category_scores_gemma":[0.16722916,0.007076298,0.015469318,0.018170511,0.008042038,0.012298121,0.008742012,0.008748432,0.008101935],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008390874,0.00072796305,0.001967066,0.8532076,0.0022534903,0.0015884691,0.022627339,0.0015820825,0.0023943186,0.0098598935,0.03384918,0.061551657],"study_design_scores_gemma":[0.030250367,0.0026937684,0.006646506,0.63568765,0.006195517,0.0008264486,0.03471885,0.0018157741,0.0042578746,0.01886782,0.25730553,0.00073396036],"about_ca_topic_score_codex":0.012767106,"about_ca_topic_score_gemma":0.024642816,"teacher_disagreement_score":0.18776129,"about_ca_system_score_codex":0.025655435,"about_ca_system_score_gemma":0.095224254,"threshold_uncertainty_score":0.99298847},"labels":[],"label_agreement":null},{"id":"W4400100832","doi":"10.1108/jcom-02-2024-0034","title":"READINESS as a new framework for crisis management: academic-industry integrated expert insights from practitioners and scholars","year":2024,"lang":"en","type":"article","venue":"Journal of Communication Management","topic":"Public Relations and Crisis Communication","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":"Communications Research Centre Canada","funders":"","keywords":"Business; Crisis communication; Public relations; Crisis management; Marketing; Knowledge management; Political science; Management; Computer science; Economics","score_opus":0.04269040966761004,"score_gpt":0.39564955114339484,"score_spread":0.3529591414757848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400100832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43916222,0.01245572,0.10141843,0.23345809,0.0011593626,0.00097570935,0.00014282364,0.00026503386,0.21096261],"genre_scores_gemma":[0.97767305,0.002349105,0.014089556,0.003738978,0.00006568206,0.00023027882,0.000035605095,0.000025843272,0.0017919235],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9684203,0.02525194,0.0008865658,0.00092523475,0.0028616402,0.0016541966],"domain_scores_gemma":[0.952748,0.03535178,0.0019472705,0.0016087483,0.0043483283,0.0039959056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04482932,0.0006817416,0.0005373724,0.0063965917,0.005727677,0.012523202,0.0019404811,0.0028938474,0.003998726],"category_scores_gemma":[0.035839353,0.0004388029,0.00051863777,0.003979867,0.019584198,0.01601352,0.01168895,0.0065634847,0.0004524944],"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":[0.000054324857,0.0004146218,0.013436531,0.0008297796,0.0000284648,0.00081027526,0.5628469,0.0011408947,0.0006639873,0.3033108,0.009151152,0.107312255],"study_design_scores_gemma":[0.00001652557,0.00009899781,0.0044282377,0.0014315351,0.000015228484,0.00045501653,0.85144895,0.001982972,0.00030146952,0.08810277,0.051669843,0.00004842229],"about_ca_topic_score_codex":0.0040990026,"about_ca_topic_score_gemma":0.006168974,"teacher_disagreement_score":0.04482932,"about_ca_system_score_codex":0.009057789,"about_ca_system_score_gemma":0.01975882,"threshold_uncertainty_score":0.23708296},"labels":[],"label_agreement":null},{"id":"W4400188318","doi":"10.1109/access.2024.3421571","title":"Hybrid Bat and Salp Swarm Algorithm for Feature Selection and Classification of Crisis-Related Tweets in Social Networks","year":2024,"lang":"en","type":"article","venue":"IEEE Access","topic":"Public Relations and Crisis Communication","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":"Universiti Kebangsaan Malaysia","keywords":"Feature selection; Computer science; Support vector machine; Artificial intelligence; Particle swarm optimization; Machine learning; Statistical classification; Feature (linguistics); Swarm behaviour; Data mining; Pattern recognition (psychology)","score_opus":0.03350070085669966,"score_gpt":0.3663517925476005,"score_spread":0.3328510916909008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400188318","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08553193,0.00049266004,0.9078841,0.000475659,0.00021468522,0.0001591269,0.00021550081,0.0021620805,0.0028642886],"genre_scores_gemma":[0.7216429,0.00023813473,0.2725581,0.0002540507,0.000110782545,0.00038301552,0.0008674174,0.0001211372,0.0038244284],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994802,0.00011068871,0.000042608375,0.00011263818,0.00017677162,0.000077008764],"domain_scores_gemma":[0.9993856,0.00021842743,0.00006574839,0.000046396995,0.00023532966,0.000048465903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078366353,0.0009200322,0.0012506829,0.00085899635,0.00069873227,0.0007788245,0.0010270684,0.0007462035,0.0011284917],"category_scores_gemma":[0.0018192494,0.00032162722,0.00081236317,0.0009047329,0.0003601156,0.00087068556,0.0006792189,0.00067875854,0.00051277986],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007103876,0.00030148946,0.008259141,0.00021488365,0.00025537724,0.00028746645,0.00029191625,0.49597573,0.017994635,0.00439,0.010096769,0.46122226],"study_design_scores_gemma":[0.00002508682,0.00004891828,0.0005652726,0.0000033647489,0.00000962573,0.00002940831,0.000038861344,0.99631554,0.0012118041,0.0010157059,0.00073008664,0.0000064023357],"about_ca_topic_score_codex":0.0071454607,"about_ca_topic_score_gemma":0.005150421,"teacher_disagreement_score":0.0071454607,"about_ca_system_score_codex":0.00039035483,"about_ca_system_score_gemma":0.0010205698,"threshold_uncertainty_score":0.014207721},"labels":[],"label_agreement":null},{"id":"W4400364764","doi":"10.5194/ems2024-341","title":"From deterministic forecasts to probabilistic impact-based forecasts in meteorology: Theory and practice","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Trinity College","funders":"","keywords":"Multidisciplinary approach; Preparedness; Probabilistic logic; Uncertainty; Consensus forecast; Meteorology; Computer science; Environmental science; Operations research; Political science; Geography; Econometrics; Economics; Engineering","score_opus":0.04585790908252719,"score_gpt":0.4103182793340691,"score_spread":0.36446037025154193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400364764","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03494673,0.06619831,0.6956502,0.08882854,0.0017130724,0.00016185705,0.00034773452,0.0003268809,0.11182672],"genre_scores_gemma":[0.7893642,0.04745427,0.15134858,0.005058127,0.0018955672,0.0003630169,0.00020573742,0.00013394588,0.004176638],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99346775,0.004129882,0.00033420158,0.00086867524,0.0010295224,0.00017003952],"domain_scores_gemma":[0.9550934,0.039426778,0.0013644882,0.0021013084,0.0015479078,0.00046618626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012787274,0.00093121757,0.0008666979,0.0026033858,0.0014496137,0.007222188,0.002123813,0.003954902,0.0033757205],"category_scores_gemma":[0.04022173,0.0008563718,0.00064817927,0.0021617634,0.015626235,0.009309234,0.0037275422,0.0051027224,0.0011033729],"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":[0.0000336495,0.00007101765,0.0024779264,0.0005435355,0.000056580746,0.0001264166,0.0025574376,0.01948338,0.00022332877,0.91424197,0.0051846225,0.05500008],"study_design_scores_gemma":[0.000013030499,0.000022842341,0.00035844604,0.00047892632,0.000012090472,0.000043157976,0.00045765223,0.0157468,0.00012470061,0.9693504,0.013362109,0.000029811723],"about_ca_topic_score_codex":0.0056234617,"about_ca_topic_score_gemma":0.0030037658,"teacher_disagreement_score":0.012787274,"about_ca_system_score_codex":0.003957967,"about_ca_system_score_gemma":0.0033727894,"threshold_uncertainty_score":0.06762636},"labels":[],"label_agreement":null},{"id":"W4400439399","doi":"10.5465/amproc.2024.163bp","title":"Felt Trust: A Critical Review, Constructive Redirection, and Exploratory Meta-Analysis","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Public Relations and Crisis Communication","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 Guelph","funders":"","keywords":"Constructive; Meta-analysis; Exploratory analysis; Exploratory research; Psychology; Computer science; Sociology; Data science; Medicine; Social science","score_opus":0.10028473006580713,"score_gpt":0.3883746461745275,"score_spread":0.28808991610872037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400439399","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011978169,0.8402092,0.084404476,0.020870758,0.0056507043,0.030196657,0.0024792089,0.00052549364,0.0036853366],"genre_scores_gemma":[0.18101871,0.44913104,0.23604733,0.017134216,0.0022270838,0.11036376,0.0017795699,0.0006252534,0.0016730573],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.6967746,0.19133076,0.07333832,0.009298193,0.027529236,0.0017288881],"domain_scores_gemma":[0.2772323,0.58989763,0.033903424,0.031580828,0.065870084,0.0015156887],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.31269342,0.0030494537,0.007440924,0.05081984,0.0036291196,0.009337981,0.00632614,0.0040582158,0.0030098583],"category_scores_gemma":[0.636532,0.0031726449,0.012257019,0.02805182,0.0053638816,0.011157253,0.007138536,0.0045771655,0.00058372586],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007707409,0.00011409432,0.0045096506,0.686476,0.035686087,0.0011985815,0.030258665,0.001241062,0.0012868477,0.021825586,0.0196441,0.19698866],"study_design_scores_gemma":[0.000538499,0.00042494782,0.0032667266,0.776655,0.069818266,0.0006430199,0.010099418,0.0012275387,0.002333625,0.024805726,0.1098135,0.00037372057],"about_ca_topic_score_codex":0.00440206,"about_ca_topic_score_gemma":0.01179749,"teacher_disagreement_score":0.31269342,"about_ca_system_score_codex":0.013037206,"about_ca_system_score_gemma":0.03436596,"threshold_uncertainty_score":0.8475714},"labels":[],"label_agreement":null},{"id":"W4400442965","doi":"10.5465/amproc.2024.15615abstract","title":"Investigating Impression Management Use in Asynchronous Video Interviews Across 10 Countries (WITHDRAWN)","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Impression; Impression management; Asynchronous communication; Computer science; Psychology; Social psychology; World Wide Web; Telecommunications","score_opus":0.044786487831523975,"score_gpt":0.3618755645123941,"score_spread":0.31708907668087016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400442965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986461,0.000052839274,0.00034471802,0.00003098166,0.0000060289553,0.000019342599,0.000029548673,0.0000017417207,0.00086866564],"genre_scores_gemma":[0.9991202,0.00006801935,0.00039982257,0.000054927732,0.0000062329573,0.000042746524,0.000045773635,0.0000027367284,0.00025967075],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99352694,0.004868087,0.0003222645,0.0003170124,0.00045012354,0.00051552564],"domain_scores_gemma":[0.9732877,0.016953325,0.004690036,0.0010672844,0.0031882708,0.0008134173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008205423,0.00031426892,0.00021933811,0.0012707895,0.0014072385,0.0016924049,0.00046534635,0.00043301046,0.0009767323],"category_scores_gemma":[0.02133512,0.00027655574,0.00023398384,0.0010684385,0.0013253108,0.0010097096,0.001979436,0.0005057407,0.000167745],"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":[0.00031409305,0.00013482475,0.356119,0.0003281055,0.000055795725,0.0007219319,0.6073425,0.0001395655,0.0053739445,0.0004195339,0.0003443138,0.028706422],"study_design_scores_gemma":[0.00001951841,0.0002976012,0.21944375,0.00016111184,0.000028074684,0.0005189952,0.77279615,0.0005263268,0.0023784426,0.0001774713,0.0036100694,0.00004250214],"about_ca_topic_score_codex":0.005462605,"about_ca_topic_score_gemma":0.010499237,"teacher_disagreement_score":0.008205423,"about_ca_system_score_codex":0.001219834,"about_ca_system_score_gemma":0.00073717,"threshold_uncertainty_score":0.043394983},"labels":[],"label_agreement":null},{"id":"W4400682239","doi":"10.1080/07494467.2024.2365532","title":"Isolation Journal: Remote Interactions in the Time of the COVID-19 Pandemic","year":2024,"lang":"en","type":"article","venue":"Contemporary Music Review","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Marcus och Amalia Wallenbergs minnesfond","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Isolation (microbiology); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Biology; Outbreak; Infectious disease (medical specialty)","score_opus":0.21193031575542692,"score_gpt":0.42468677555699647,"score_spread":0.21275645980156954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400682239","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25388128,0.015699036,0.008274453,0.057057183,0.018894745,0.00029512684,0.00061662775,0.0009973164,0.64428425],"genre_scores_gemma":[0.8659277,0.0046214173,0.005657963,0.009483228,0.0041453624,0.000233517,0.0003540163,0.0010809436,0.10849583],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99628806,0.0020233232,0.00007809072,0.0002954317,0.00066665193,0.0006483386],"domain_scores_gemma":[0.9945273,0.002180727,0.0002853682,0.00036843927,0.00045588883,0.0021823435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035734382,0.00055927417,0.00036078383,0.0010973357,0.020304913,0.011276909,0.001381047,0.0029575878,0.021103255],"category_scores_gemma":[0.0073639886,0.00037703628,0.00031868636,0.00084607664,0.010081903,0.0061886655,0.012838849,0.004934226,0.0036480594],"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":[0.00032209544,0.00013261613,0.003064385,0.0005892788,0.00002384643,0.004600509,0.6746854,0.00019201655,0.0039401287,0.03995265,0.19961329,0.07288382],"study_design_scores_gemma":[0.000015526894,0.000100745005,0.0023262007,0.00030210492,0.00000780987,0.00091539085,0.18536842,0.00006405086,0.00045929462,0.0015006833,0.8089001,0.000039715615],"about_ca_topic_score_codex":0.0060321987,"about_ca_topic_score_gemma":0.032051288,"teacher_disagreement_score":0.021103255,"about_ca_system_score_codex":0.0024962944,"about_ca_system_score_gemma":0.0029585173,"threshold_uncertainty_score":0.07059747},"labels":[],"label_agreement":null},{"id":"W4400789260","doi":"10.53555/sfs.v10i1.2883","title":"Emerging Trends In Public Relations In India: An Analytical Study","year":2023,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Public Relations and Crisis Communication","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":"Regional science; Political science; Geography","score_opus":0.3186529787607487,"score_gpt":0.4102584225003378,"score_spread":0.09160544373958907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400789260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765053,0.0004861269,0.00017385554,0.001430506,0.000015271002,0.000043812503,0.00028400347,0.000008921064,0.021052267],"genre_scores_gemma":[0.9977877,0.0006274129,0.0001157052,0.00010024085,0.000016913144,0.00001568955,0.00015007576,0.0000036383385,0.0011826357],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874425,0.00032381504,0.00007826279,0.000104083374,0.00021538416,0.00053419295],"domain_scores_gemma":[0.9953968,0.0020711636,0.0011028028,0.00015590226,0.00079937873,0.00047393318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000900484,0.00015092058,0.00017592432,0.0067303935,0.0029043437,0.0058909236,0.000723967,0.00068234646,0.003985763],"category_scores_gemma":[0.0024262827,0.00020045925,0.0003505243,0.013497153,0.002273585,0.00281413,0.0020919114,0.0013826322,0.0003927291],"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":[0.00010947961,0.00044322334,0.5883401,0.00048932293,0.00004368737,0.004396131,0.3219964,0.0004605375,0.0008715221,0.031614397,0.004397819,0.046837315],"study_design_scores_gemma":[0.0000021201333,0.000058789374,0.34350538,0.00014429678,0.00002113414,0.00059920596,0.6375894,0.00057133817,0.00022932504,0.00075553556,0.01650641,0.000017136394],"about_ca_topic_score_codex":0.036378328,"about_ca_topic_score_gemma":0.05358629,"teacher_disagreement_score":0.036378328,"about_ca_system_score_codex":0.0069141276,"about_ca_system_score_gemma":0.004658525,"threshold_uncertainty_score":0.07233316},"labels":[],"label_agreement":null},{"id":"W4400833509","doi":"10.54254/2753-7048/54/20241594","title":"Public Relations in Crisis Management: A Review and Analysis of Communicative Strategies During Early Stages of Covid-19","year":2024,"lang":"en","type":"review","venue":"Lecture Notes in Education Psychology and Public Media","topic":"Public Relations and Crisis Communication","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":"Earl Haig Secondary School","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Crisis management; 2019-20 coronavirus outbreak; Crisis communication; Political science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Medicine; Public relations; Virology; Pathology","score_opus":0.0965688334416805,"score_gpt":0.461475089484332,"score_spread":0.36490625604265153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400833509","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015410205,0.99885964,0.000059788646,0.00029718655,0.000078238096,0.000006627654,0.000007738573,0.0000018865301,0.0005346945],"genre_scores_gemma":[0.0012622378,0.9983516,0.000092331,0.00013085252,0.000071441485,0.000009129487,0.000009816568,0.000001188788,0.00007151326],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987153,0.0005448461,0.00025602608,0.0001293136,0.00027363008,0.00008097319],"domain_scores_gemma":[0.9912322,0.0074928803,0.0005437497,0.00007481405,0.00053331966,0.00012300297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002417526,0.00081013446,0.0016336497,0.0043879156,0.000577639,0.0024422144,0.0008750941,0.0019571744,0.0030528826],"category_scores_gemma":[0.0060351435,0.00045003105,0.0010344869,0.0057205427,0.0013765962,0.0027191122,0.0011853657,0.0019525458,0.00069251825],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081013495,0.0000803094,0.00045028297,0.12014703,0.00023762962,0.00018645181,0.0014566544,0.00028992206,0.0002247321,0.0060096732,0.011971375,0.85886496],"study_design_scores_gemma":[0.000028595658,0.00020532323,0.005050794,0.16802724,0.0007102169,0.0017802091,0.0024590655,0.00016712777,0.00037451007,0.0030685964,0.8180533,0.00007508539],"about_ca_topic_score_codex":0.0039059212,"about_ca_topic_score_gemma":0.0057507805,"teacher_disagreement_score":0.0043879156,"about_ca_system_score_codex":0.0015166063,"about_ca_system_score_gemma":0.005130994,"threshold_uncertainty_score":0.012785196},"labels":[],"label_agreement":null},{"id":"W4400998044","doi":"10.69645/pkqh6093","title":"Managing messages","year":2021,"lang":"en","type":"article","venue":"˜The œbusiness & management collection.","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science","score_opus":0.01867413241498284,"score_gpt":0.2845576116645001,"score_spread":0.2658834792495173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400998044","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007387404,0.0011839075,0.017001607,0.03624981,0.00638768,0.0007694167,0.0010750839,0.0027226885,0.92722243],"genre_scores_gemma":[0.092964366,0.0016201037,0.011968298,0.009815764,0.0032958428,0.0005368798,0.0013840464,0.0011260504,0.8772887],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975527,0.00065620575,0.00013514582,0.00028235684,0.001056139,0.00031751744],"domain_scores_gemma":[0.9905586,0.0022945977,0.00071910024,0.0012039781,0.0039299955,0.0012937275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027842026,0.0008897629,0.00025741328,0.002191835,0.003158189,0.007387064,0.0011447045,0.0024115234,0.18149622],"category_scores_gemma":[0.01722417,0.0003266886,0.00031485612,0.0010979039,0.0008443,0.0069486275,0.0033969935,0.002350125,0.11525444],"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":[0.000094567076,0.0000936061,0.0013199348,0.00028967814,0.000011537813,0.0003181413,0.009578575,0.00009252967,0.003955251,0.060356237,0.65190744,0.2719825],"study_design_scores_gemma":[0.000010208769,0.00003148453,0.00068981067,0.00015342164,0.000008821129,0.000112771304,0.0034762952,0.00016720679,0.0012126532,0.007147589,0.98697484,0.000014932285],"about_ca_topic_score_codex":0.0015209927,"about_ca_topic_score_gemma":0.002108979,"teacher_disagreement_score":0.18149622,"about_ca_system_score_codex":0.0013014178,"about_ca_system_score_gemma":0.003284383,"threshold_uncertainty_score":0.60716534},"labels":[],"label_agreement":null},{"id":"W4401394938","doi":"10.1007/s13278-024-01308-8","title":"Twitter analysis in emergency management: recent research and trends","year":2024,"lang":"en","type":"article","venue":"Social Network Analysis and Mining","topic":"Public Relations and Crisis Communication","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 Calgary","funders":"","keywords":"Emergency management; Data science; Computer science; Political science","score_opus":0.0759447025051488,"score_gpt":0.4186469301262408,"score_spread":0.34270222762109204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401394938","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31782675,0.5205458,0.02993574,0.058120187,0.0035596376,0.00041242872,0.008129409,0.00053457665,0.06093552],"genre_scores_gemma":[0.6690413,0.28433114,0.021834059,0.004134924,0.007851992,0.00035907477,0.0042116777,0.00015124987,0.008084582],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99886334,0.00039046814,0.00012715255,0.00022644686,0.0003098026,0.000082814666],"domain_scores_gemma":[0.9840739,0.011558386,0.0017886363,0.00030454423,0.0017624332,0.0005120528],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.002652778,0.0005877435,0.000565691,0.006113523,0.0005268021,0.0026714366,0.0006058216,0.0010699063,0.0032512024],"category_scores_gemma":[0.008818996,0.00024229196,0.0005949997,0.008973094,0.00073676335,0.0040025054,0.0012034132,0.0010584822,0.00081023446],"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":[0.00044372334,0.0003687222,0.12522753,0.005432218,0.00030065744,0.00013475142,0.0016791002,0.0021486548,0.002500131,0.008923861,0.025294898,0.82754576],"study_design_scores_gemma":[0.00007995733,0.0006145535,0.27809078,0.007581302,0.00075907534,0.0012148112,0.021247935,0.047098562,0.0066967667,0.02723547,0.6091315,0.00024925344],"about_ca_topic_score_codex":0.003110145,"about_ca_topic_score_gemma":0.0077382065,"teacher_disagreement_score":0.9938865,"about_ca_system_score_codex":0.00071100093,"about_ca_system_score_gemma":0.0010874585,"threshold_uncertainty_score":0.014029384},"labels":[],"label_agreement":null},{"id":"W4401500351","doi":"10.36481/1291ph72","title":"The Tipping Point:","year":2014,"lang":"en","type":"article","venue":"Daffodil International University journal of business and entrepreneurship.","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tipping point (physics); Engineering","score_opus":0.01345357284960809,"score_gpt":0.23600932949096526,"score_spread":0.22255575664135718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401500351","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006436106,0.018211357,0.04279327,0.09259244,0.011199992,0.00015415667,0.00023810017,0.0008563758,0.82751817],"genre_scores_gemma":[0.4659406,0.020796098,0.023398353,0.05805189,0.005894221,0.00068066,0.0005214553,0.0023366283,0.4223801],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9914732,0.0045981025,0.00027670735,0.0010030515,0.0016650407,0.0009839633],"domain_scores_gemma":[0.99318564,0.0031429853,0.00058356574,0.00095963426,0.0011832117,0.00094490295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004757762,0.0011914598,0.0006838154,0.0022170763,0.009520948,0.01853364,0.0025757626,0.008532281,0.03619637],"category_scores_gemma":[0.02105269,0.00055623916,0.00083578646,0.0024150675,0.028557496,0.026424827,0.011571749,0.009776599,0.015698366],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043870245,0.00001708965,0.00034129887,0.00019747946,0.0000073287197,0.000364531,0.024802852,0.00011510529,0.00018723245,0.80775976,0.13028403,0.035879385],"study_design_scores_gemma":[0.000009703168,0.000023741373,0.00017593047,0.0003692755,0.0000052719656,0.0005388999,0.009328542,0.00021185736,0.00024768023,0.18312144,0.80594265,0.000024942849],"about_ca_topic_score_codex":0.003915945,"about_ca_topic_score_gemma":0.003492011,"teacher_disagreement_score":0.03619637,"about_ca_system_score_codex":0.005212223,"about_ca_system_score_gemma":0.004190157,"threshold_uncertainty_score":0.12108898},"labels":[],"label_agreement":null},{"id":"W4401500368","doi":"10.36481/diujbe.v08i1.1291ph72","title":"The Tipping Point:","year":2014,"lang":"en","type":"article","venue":"Daffodil International University journal of business and entrepreneurship.","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tipping point (physics); Engineering; Electrical engineering","score_opus":0.01345357284960809,"score_gpt":0.23600932949096526,"score_spread":0.22255575664135718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401500368","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006436106,0.018211357,0.04279327,0.09259244,0.011199992,0.00015415667,0.00023810017,0.0008563758,0.82751817],"genre_scores_gemma":[0.4659406,0.020796098,0.023398353,0.05805189,0.005894221,0.00068066,0.0005214553,0.0023366283,0.4223801],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9914732,0.0045981025,0.00027670735,0.0010030515,0.0016650407,0.0009839633],"domain_scores_gemma":[0.99318564,0.0031429853,0.00058356574,0.00095963426,0.0011832117,0.00094490295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004757762,0.0011914598,0.0006838154,0.0022170763,0.009520948,0.01853364,0.0025757626,0.008532281,0.03619637],"category_scores_gemma":[0.02105269,0.00055623916,0.00083578646,0.0024150675,0.028557496,0.026424827,0.011571749,0.009776599,0.015698366],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043870245,0.00001708965,0.00034129887,0.00019747946,0.0000073287197,0.000364531,0.024802852,0.00011510529,0.00018723245,0.80775976,0.13028403,0.035879385],"study_design_scores_gemma":[0.000009703168,0.000023741373,0.00017593047,0.0003692755,0.0000052719656,0.0005388999,0.009328542,0.00021185736,0.00024768023,0.18312144,0.80594265,0.000024942849],"about_ca_topic_score_codex":0.003915945,"about_ca_topic_score_gemma":0.003492011,"teacher_disagreement_score":0.03619637,"about_ca_system_score_codex":0.005212223,"about_ca_system_score_gemma":0.004190157,"threshold_uncertainty_score":0.12108898},"labels":[],"label_agreement":null},{"id":"W4401503128","doi":"10.1136/bmjopen-2024-085630","title":"Equity-informed social media COVID-19 risk communication strategies: a scoping review","year":2024,"lang":"en","type":"review","venue":"BMJ Open","topic":"Public Relations and Crisis Communication","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":"Western University","funders":"Western University","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Social media; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Risk communication; Equity (law); Pandemic; MEDLINE; Coronavirus Infections; Public relations; Environmental health; Disease; Infectious disease (medical specialty); Virology; Pathology; World Wide Web; Law","score_opus":0.5080133946268959,"score_gpt":0.638597492897785,"score_spread":0.13058409827088913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401503128","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00062610256,0.9910919,0.00051354844,0.0031188256,0.00051873806,0.0006034305,0.00010613198,0.0000106831485,0.0034107435],"genre_scores_gemma":[0.0081534805,0.98797184,0.0010901424,0.0011418284,0.00025781692,0.00092945143,0.00010378133,0.000006564576,0.00034504425],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.97873527,0.011593253,0.004697483,0.0008699954,0.003472935,0.00063108385],"domain_scores_gemma":[0.8872561,0.09471325,0.007474344,0.0012274974,0.008443369,0.0008854347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024270881,0.0016736119,0.0033686627,0.017548548,0.0020676355,0.008102444,0.0022392406,0.0046897195,0.007463804],"category_scores_gemma":[0.13445121,0.0010304031,0.0037526942,0.014326516,0.002858258,0.00952209,0.005334163,0.003278276,0.0010633675],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011526308,0.00009515704,0.0007769681,0.55695933,0.0009763848,0.00018848894,0.0044617252,0.00047169288,0.00014845378,0.011574284,0.01565619,0.4085761],"study_design_scores_gemma":[0.000025734775,0.000056645324,0.00083593535,0.9165799,0.0012370244,0.00014578269,0.0024872879,0.00010805975,0.00009211663,0.0023821646,0.0760216,0.000027802027],"about_ca_topic_score_codex":0.007966893,"about_ca_topic_score_gemma":0.011201435,"teacher_disagreement_score":0.024270881,"about_ca_system_score_codex":0.006741135,"about_ca_system_score_gemma":0.029578436,"threshold_uncertainty_score":0.12835819},"labels":[],"label_agreement":null},{"id":"W4401948983","doi":"10.5040/9781350426399.ch-011","title":"Managing Scars of Terror in Norway’s Government Quarter and the Shifting Memory Values of VG ’s Newspaper Panel","year":2024,"lang":"en","type":"other","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":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; Quarter (Canadian coin); Government (linguistics); Scars; History; Art history; Art; Media studies; Sociology; Archaeology; Medicine; Philosophy; Surgery","score_opus":0.019547812594843034,"score_gpt":0.28610760803143953,"score_spread":0.26655979543659647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401948983","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20195445,0.025184555,0.00095540687,0.17476088,0.0155394,0.00004181467,0.00069027155,0.00021311158,0.58066005],"genre_scores_gemma":[0.7299405,0.007650709,0.0007485403,0.017425362,0.0013925603,0.000031580217,0.00036167074,0.00036516984,0.24208386],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9967108,0.0010273777,0.00011964337,0.0003452938,0.0008224776,0.00097442203],"domain_scores_gemma":[0.9959111,0.002021976,0.00044672468,0.00024918973,0.00049451826,0.0008765245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004606346,0.0005035369,0.00032749062,0.0011292277,0.014678799,0.018124035,0.001399008,0.004235664,0.016685478],"category_scores_gemma":[0.0075990306,0.00044763833,0.00021885635,0.0019810465,0.010673966,0.0078107878,0.0051311846,0.00362681,0.0022882954],"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":[0.00016900629,0.0000621494,0.006109015,0.0002503988,0.000014489296,0.004274294,0.24212591,0.00048884307,0.0005583927,0.094068594,0.57485276,0.077026136],"study_design_scores_gemma":[0.0000048896222,0.00001991735,0.0032369143,0.00031504812,0.000004299717,0.00034759374,0.18505675,0.000058785277,0.00019205334,0.0026417943,0.80809814,0.000023846496],"about_ca_topic_score_codex":0.12369773,"about_ca_topic_score_gemma":0.26070717,"teacher_disagreement_score":0.12369773,"about_ca_system_score_codex":0.013108298,"about_ca_system_score_gemma":0.0082370285,"threshold_uncertainty_score":0.24595547},"labels":[],"label_agreement":null},{"id":"W4402169457","doi":"10.32920/26871499.v1","title":"CKCU 93.1 FM: A Case Study in Long Term Voluntarism in Community / Campus Radio Stations","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Centre for Social Innovation; York University; Toronto Metropolitan University; University of British Columbia","funders":"","keywords":"Voluntarism (philosophy); Term (time); Community radio; Radio signal; Radio frequency; Political science; Telecommunications; Computer science; Public relations; Physics","score_opus":0.05211794044339104,"score_gpt":0.39781083224761715,"score_spread":0.34569289180422613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402169457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936395,0.00010129279,0.00025264427,0.0007036429,0.000015554551,0.00006955222,0.000023462806,0.0000069053976,0.005187477],"genre_scores_gemma":[0.9937588,0.00017811156,0.00048735616,0.00022821804,0.0000199097,0.00008376846,0.00002243851,0.000012622974,0.005208753],"study_design_codex":"qualitative","study_design_gemma":"case_report","domain_scores_codex":[0.99633384,0.0021322502,0.00007222419,0.00024193402,0.00029568092,0.00092409854],"domain_scores_gemma":[0.9938689,0.0031078309,0.00054817664,0.00032737968,0.00043163987,0.0017161239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036818883,0.00050515984,0.0004534223,0.001585947,0.025120722,0.003678827,0.0025601047,0.0037804707,0.004379922],"category_scores_gemma":[0.0055831913,0.00043928102,0.00032570557,0.0018868956,0.0067160195,0.0015956394,0.003996294,0.00312885,0.00047164553],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110235684,0.0006074101,0.021906883,0.0001207963,0.000012271993,0.02384984,0.93315333,0.00016563493,0.001055129,0.0038699207,0.002206706,0.012941909],"study_design_scores_gemma":[0.000007190045,0.00017707238,0.0085938955,0.00006001623,0.000006829591,0.002096531,0.97849315,0.00014531349,0.00027765124,0.00019105306,0.009936556,0.00001489397],"about_ca_topic_score_codex":0.08470954,"about_ca_topic_score_gemma":0.20303302,"teacher_disagreement_score":0.08470954,"about_ca_system_score_codex":0.0074641546,"about_ca_system_score_gemma":0.0054137614,"threshold_uncertainty_score":0.16843295},"labels":[],"label_agreement":null},{"id":"W4402197346","doi":"10.32920/26871499","title":"CKCU 93.1 FM: A Case Study in Long Term Voluntarism in Community / Campus Radio Stations","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Centre for Social Innovation; York University; Toronto Metropolitan University; University of British Columbia","funders":"","keywords":"Voluntarism (philosophy); Term (time); Business; Community radio; Telecommunications; Political science; Computer science; Public relations; Physics; Philosophy","score_opus":0.05211794044339104,"score_gpt":0.39781083224761715,"score_spread":0.34569289180422613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402197346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936395,0.00010129279,0.00025264427,0.0007036429,0.000015554551,0.00006955222,0.000023462806,0.0000069053976,0.005187477],"genre_scores_gemma":[0.9937588,0.00017811156,0.00048735616,0.00022821804,0.0000199097,0.00008376846,0.00002243851,0.000012622974,0.005208753],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99633384,0.0021322502,0.00007222419,0.00024193402,0.00029568092,0.00092409854],"domain_scores_gemma":[0.9938689,0.0031078309,0.00054817664,0.00032737968,0.00043163987,0.0017161239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036818883,0.00050515984,0.0004534223,0.001585947,0.025120722,0.003678827,0.0025601047,0.0037804707,0.004379922],"category_scores_gemma":[0.0055831913,0.00043928102,0.00032570557,0.0018868956,0.0067160195,0.0015956394,0.003996294,0.00312885,0.00047164553],"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":[0.000110235684,0.0006074101,0.021906883,0.0001207963,0.000012271993,0.02384984,0.93315333,0.00016563493,0.001055129,0.0038699207,0.002206706,0.012941909],"study_design_scores_gemma":[0.000007190045,0.00017707238,0.0085938955,0.00006001623,0.000006829591,0.002096531,0.97849315,0.00014531349,0.00027765124,0.00019105306,0.009936556,0.00001489397],"about_ca_topic_score_codex":0.08470954,"about_ca_topic_score_gemma":0.20303302,"teacher_disagreement_score":0.9152905,"about_ca_system_score_codex":0.0074641546,"about_ca_system_score_gemma":0.0054137614,"threshold_uncertainty_score":0.16843295},"labels":[],"label_agreement":null},{"id":"W4402852711","doi":"10.1123/ijsc.2024-0118","title":"Throwing Them Under the Bus: The Framing of a Critical Incident at the Tour de France","year":2024,"lang":"en","type":"article","venue":"International Journal of Sport Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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 Regina; University of Waterloo","funders":"","keywords":"Framing (construction); Throwing; Advertising; Media studies; History; Political science; Sociology; Aeronautics; Engineering; Business","score_opus":0.0333344746099375,"score_gpt":0.37776556236004855,"score_spread":0.34443108775011105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402852711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9237835,0.0009871154,0.0055681467,0.017538054,0.00049352355,0.000110303205,0.00013063462,0.00010866292,0.051280018],"genre_scores_gemma":[0.99642307,0.000204206,0.00066746114,0.00039164387,0.000074199066,0.00002154523,0.00003568996,0.000032504107,0.0021495894],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9919171,0.00590782,0.0001362392,0.00048751445,0.0008046224,0.0007467005],"domain_scores_gemma":[0.98502165,0.009058197,0.002598114,0.0005335465,0.0016915686,0.0010968444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007586563,0.00077014783,0.0003658266,0.0035082547,0.013295997,0.010301589,0.0011444597,0.0029728992,0.0034186468],"category_scores_gemma":[0.01689914,0.00035672213,0.00035950332,0.0014495564,0.010279856,0.0050459863,0.005111243,0.003292488,0.00044032768],"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":[0.000120873454,0.00003815601,0.011707785,0.00013256945,0.000018709316,0.00216144,0.9512891,0.00026433388,0.0010571782,0.019817598,0.0042248815,0.009167347],"study_design_scores_gemma":[0.000007732277,0.00006354907,0.009990844,0.00024511508,0.000016639156,0.00030009425,0.94018215,0.0005966124,0.00046648167,0.0024252043,0.0456585,0.000047099675],"about_ca_topic_score_codex":0.04544992,"about_ca_topic_score_gemma":0.051450666,"teacher_disagreement_score":0.04544992,"about_ca_system_score_codex":0.011384421,"about_ca_system_score_gemma":0.0040213186,"threshold_uncertainty_score":0.090370715},"labels":[],"label_agreement":null},{"id":"W4403039182","doi":"10.58869/ejabm10(2)/1","title":"European Journal of Applied Business and Management Open Journal Systems Journal Content Search Search Scope All Browse By Issue By Author By Title Information For Readers For Authors For Librarians Font Size User You are logged in as... anaborges My Profile Log Out Journal Help Notifications View (2770 new) Manage Home About User Home Search Current Archives Announcements Home &gt; Vol 10, No 2 &gt; Pelletier On Target: The psychological contract at the heart of managerial communication practices","year":2024,"lang":"en","type":"article","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Scope (computer science); Information retrieval; Library science; Computer science; World Wide Web","score_opus":0.09360550137392924,"score_gpt":0.37964874008603633,"score_spread":0.2860432387121071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403039182","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0072566397,0.10841927,0.008059619,0.04011255,0.01183553,0.00026557772,0.001033175,0.00036738542,0.82265025],"genre_scores_gemma":[0.20552617,0.14218424,0.01329835,0.005376676,0.008379525,0.0005463201,0.001804013,0.0006401615,0.62224454],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.994833,0.0014580018,0.0006594311,0.000466585,0.002181105,0.00040201415],"domain_scores_gemma":[0.9879127,0.0042171436,0.00087041163,0.0016210048,0.0035191868,0.0018595123],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0046233633,0.00062377704,0.0011066635,0.003691776,0.0026004543,0.017389396,0.0011320442,0.002383211,0.1923959],"category_scores_gemma":[0.016562479,0.00036300597,0.0004938431,0.006961353,0.0033083588,0.0056926697,0.0036295317,0.0023729503,0.05741981],"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":[0.000055244116,0.00021828644,0.0030786626,0.001911339,0.000042044103,0.00034577347,0.0019945567,0.0003754494,0.0007983589,0.113142654,0.45911905,0.4189187],"study_design_scores_gemma":[0.000005859536,0.000024071318,0.0030716318,0.00087742804,0.000007905921,0.00018740335,0.0012483172,0.00019402915,0.000116564086,0.012485964,0.9817695,0.000011250176],"about_ca_topic_score_codex":0.0015189521,"about_ca_topic_score_gemma":0.0012447294,"teacher_disagreement_score":0.8076041,"about_ca_system_score_codex":0.0021796778,"about_ca_system_score_gemma":0.009395488,"threshold_uncertainty_score":0.64362836},"labels":[],"label_agreement":null},{"id":"W4403070509","doi":"10.54337/nlc.v9.9028","title":"How do we know who we are when we’re online?","year":2014,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Networked Learning","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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 Prince Edward Island","funders":"","keywords":"Need to know; Internet privacy; Computer science; Computer security","score_opus":0.05144581504688764,"score_gpt":0.3057281945158031,"score_spread":0.2542823794689154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403070509","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25890857,0.034147765,0.02436302,0.4760918,0.007251834,0.00022427479,0.0005547113,0.00029222257,0.19816577],"genre_scores_gemma":[0.90837896,0.016565526,0.004977643,0.045060504,0.001441714,0.00023271136,0.00027603653,0.00025527185,0.022811685],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98505706,0.009538462,0.0003497249,0.0014455314,0.002213555,0.0013956788],"domain_scores_gemma":[0.9756623,0.009971414,0.003098707,0.0015346458,0.0039016774,0.0058312425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011532791,0.0005688911,0.0008402726,0.00264934,0.0149283875,0.023517238,0.0016731492,0.004056499,0.0069029066],"category_scores_gemma":[0.04192271,0.00052166835,0.00047495114,0.0026544265,0.02470869,0.05057023,0.0065857302,0.010631927,0.0035611806],"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":[0.000031339605,0.00007247029,0.013959412,0.00023768937,0.000043232034,0.00053170504,0.8363656,0.00008459951,0.00046980882,0.050455496,0.03893662,0.0588121],"study_design_scores_gemma":[0.000004324851,0.000037167014,0.0032427853,0.00067495974,0.00002229299,0.0004853652,0.68124956,0.0001286946,0.0002026217,0.024874242,0.28899693,0.000080979255],"about_ca_topic_score_codex":0.0100635635,"about_ca_topic_score_gemma":0.009059326,"teacher_disagreement_score":0.023517238,"about_ca_system_score_codex":0.003826488,"about_ca_system_score_gemma":0.004641727,"threshold_uncertainty_score":0.060992002},"labels":[],"label_agreement":null},{"id":"W4403237236","doi":"10.11114/smc.v12i4.7111","title":"The Actualities of Public Relations Practice at an Eastern Ontario University: A Quasi-ethnographic Study","year":2024,"lang":"en","type":"article","venue":"Studies in Media and Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnography; Sociology; Media studies; Political science; Anthropology","score_opus":0.14362526957924235,"score_gpt":0.4010169906558639,"score_spread":0.25739172107662156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403237236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99740833,0.000077375465,0.0002690807,0.00026589434,0.000006280393,0.00020510738,0.00004595949,0.0000042022457,0.0017177542],"genre_scores_gemma":[0.9953792,0.00033737542,0.00060368876,0.00022131497,0.0000112911375,0.00027115663,0.00003855672,0.000007161775,0.0031302313],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99538285,0.0024088193,0.00020594402,0.0004330265,0.0005218178,0.0010473867],"domain_scores_gemma":[0.9904152,0.0050165188,0.0011625935,0.00074800424,0.0011373372,0.0015202983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005586414,0.00035743497,0.0006558516,0.0020309263,0.016759258,0.0035608725,0.0013760974,0.0010350149,0.002747183],"category_scores_gemma":[0.008012638,0.00074739556,0.000258561,0.0023738004,0.009158106,0.0022748953,0.0030364217,0.0016320755,0.00031126384],"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":[0.000028520266,0.00017626068,0.012781532,0.000036314563,0.0000023608115,0.0004370885,0.9827139,0.00001959487,0.0006610078,0.00034793257,0.00015825179,0.002637242],"study_design_scores_gemma":[0.000006403379,0.00014257706,0.01704814,0.000044159933,0.000004513128,0.00007199454,0.97841185,0.000062060804,0.00021218086,0.000059351245,0.0039256066,0.0000110593],"about_ca_topic_score_codex":0.28639984,"about_ca_topic_score_gemma":0.5423864,"teacher_disagreement_score":0.71360016,"about_ca_system_score_codex":0.015527853,"about_ca_system_score_gemma":0.012844489,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4403244755","doi":"10.5325/pennhistory.91.4.0537","title":"Bly in Blackwell’s: A Turning Point for Mental Health and Journalism","year":2024,"lang":"en","type":"article","venue":"Pennsylvania History A Journal of Mid-Atlantic Studies","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Riverview Hospital","funders":"","keywords":"Journalism; Turning point; Mental health; Point (geometry); Media studies; Psychology; Public relations; Sociology; Political science; Advertising; Business; Art; Aesthetics; Psychiatry; Mathematics","score_opus":0.06461913302046862,"score_gpt":0.37414051902457096,"score_spread":0.30952138600410234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403244755","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008648215,0.014332778,0.0004906596,0.90967864,0.012380816,0.000009446344,0.000050287064,0.000082483086,0.054326613],"genre_scores_gemma":[0.6014965,0.021207897,0.0027213304,0.24210924,0.031486448,0.000091508606,0.00008391274,0.00058007345,0.10022307],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98986393,0.0053477013,0.00029441435,0.0006287833,0.0019516218,0.0019135566],"domain_scores_gemma":[0.9642354,0.015676964,0.0017651804,0.0010413354,0.003586293,0.013694709],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009001778,0.00042728102,0.0005069079,0.0025262306,0.027112538,0.030396912,0.0012050604,0.009633024,0.017215876],"category_scores_gemma":[0.02222044,0.0007071074,0.00023657006,0.0014412468,0.02991433,0.020442395,0.008854956,0.01576836,0.002532895],"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":[0.00004034971,0.000045722343,0.0005348638,0.000102415295,0.000007301481,0.00068143057,0.046979867,0.000032891232,0.00018982099,0.22205661,0.71169174,0.017637027],"study_design_scores_gemma":[0.000009350512,0.000022465929,0.0004908693,0.0003592076,0.0000029990845,0.00033965273,0.029387586,0.00004088325,0.00018725045,0.025830567,0.94330186,0.000027397085],"about_ca_topic_score_codex":0.008828691,"about_ca_topic_score_gemma":0.014206636,"teacher_disagreement_score":0.030396912,"about_ca_system_score_codex":0.010663503,"about_ca_system_score_gemma":0.011271721,"threshold_uncertainty_score":0.07736951},"labels":[],"label_agreement":null},{"id":"W4403757765","doi":"10.1007/978-3-031-69328-1_1","title":"The Manifold Faces of Crises in Sports: An Introduction to “The Psychology of Crises in Sports: Causes, Consequences, and Solutions”","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Public Relations and Crisis Communication","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 Toronto","funders":"","keywords":"Psychology","score_opus":0.05591088940609577,"score_gpt":0.349086774900823,"score_spread":0.29317588549472723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403757765","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004464768,0.26393065,0.011806123,0.14351638,0.008687728,0.000151277,0.00032952277,0.00011353713,0.567],"genre_scores_gemma":[0.14850573,0.3503066,0.019799195,0.061234772,0.017655313,0.00050784205,0.0005432846,0.00022990475,0.40121737],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995352,0.00021226956,0.000013952749,0.00004531227,0.00012744514,0.00006577403],"domain_scores_gemma":[0.9995449,0.00027662163,0.000030228648,0.000011769111,0.00006938397,0.00006702144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062916137,0.00069818815,0.0003365231,0.0012496463,0.0020421117,0.0053943982,0.0012607632,0.0030317097,0.014097777],"category_scores_gemma":[0.0011191058,0.00035160113,0.00047400768,0.0019219384,0.006444758,0.006755092,0.0023741957,0.0046045077,0.0025808564],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015942052,0.000057998033,0.00036797635,0.00036585442,0.000009036178,0.00012284836,0.008234124,0.000377564,0.00021707684,0.55025095,0.38556695,0.05441364],"study_design_scores_gemma":[0.0000056378817,0.000012365881,0.0010137659,0.00079018157,0.0000043404066,0.000173498,0.0075393934,0.00022980038,0.00006566096,0.24216905,0.74797916,0.000017179644],"about_ca_topic_score_codex":0.007908336,"about_ca_topic_score_gemma":0.023186726,"teacher_disagreement_score":0.014097777,"about_ca_system_score_codex":0.0024034416,"about_ca_system_score_gemma":0.0032999637,"threshold_uncertainty_score":0.047161758},"labels":[],"label_agreement":null},{"id":"W4404292971","doi":"10.1016/j.emj.2024.11.001","title":"Examining stakeholder reactions to corporate social irresponsibility: Evidence from social media","year":2024,"lang":"en","type":"article","venue":"European Management Journal","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; York University","funders":"Schulich School of Business, York University; Narodowym Centrum Nauki; Narodowe Centrum Nauki","keywords":"Stakeholder; Social media; Business; Corporate social responsibility; Public relations; Political science","score_opus":0.3426869949976922,"score_gpt":0.36095444228480483,"score_spread":0.01826744728711266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404292971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99405,0.00024129245,0.0002597266,0.0007959079,0.000014639768,0.000022101513,0.000105049476,0.0000030415254,0.004508235],"genre_scores_gemma":[0.9992223,0.00018342017,0.000075055774,0.00016065846,0.000018526105,0.000022821338,0.00008293178,0.0000033291808,0.00023102296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9918147,0.0048875255,0.000507071,0.0006912695,0.0014161473,0.00068318663],"domain_scores_gemma":[0.90278995,0.058388703,0.028009618,0.003053618,0.0053835446,0.0023745375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009989718,0.00031826342,0.0002919256,0.0028407087,0.0013680351,0.003023853,0.0006141669,0.0013800681,0.0026198719],"category_scores_gemma":[0.052504644,0.000332204,0.00031929795,0.0022933413,0.0022580773,0.005010878,0.0038016634,0.0016051144,0.00031357398],"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":[0.00024647437,0.00030466085,0.8133462,0.00030802746,0.00015121794,0.00043279736,0.15347213,0.00015448747,0.00073170784,0.001500089,0.0008978784,0.02845442],"study_design_scores_gemma":[0.000012635508,0.00017800537,0.7763387,0.0002899343,0.000044412478,0.00015877154,0.21580638,0.00068941695,0.0004825379,0.0009823849,0.004968775,0.000048090536],"about_ca_topic_score_codex":0.0077342647,"about_ca_topic_score_gemma":0.00926589,"teacher_disagreement_score":0.009989718,"about_ca_system_score_codex":0.0012580802,"about_ca_system_score_gemma":0.000817028,"threshold_uncertainty_score":0.05283135},"labels":[],"label_agreement":null},{"id":"W4405479644","doi":"10.3389/fcomm.2024.1512014","title":"A content analysis of government-issued social media posts during multi-jurisdictional enteric illness outbreaks in Canada","year":2024,"lang":"en","type":"article","venue":"Frontiers in Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Social media; Government (linguistics); Outbreak; Content analysis; Enteric fever; Political science; Microbiology; Medicine; Sociology; Law; Virology; Biology; Social science","score_opus":0.030283366828573022,"score_gpt":0.285125133194434,"score_spread":0.254841766365861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405479644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96512455,0.00042018312,0.00064072997,0.0004966999,0.000026798338,0.001225094,0.026971443,0.000050407958,0.0050440063],"genre_scores_gemma":[0.97161794,0.00095060543,0.0035077988,0.0002870915,0.000035188925,0.0016271551,0.017127028,0.00004068423,0.004806526],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997818,0.00023723801,0.00022504556,0.00026903645,0.00090566825,0.00054496183],"domain_scores_gemma":[0.9879319,0.002317047,0.0018126961,0.00024464398,0.006990706,0.0007028736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020590718,0.0004026842,0.00043046454,0.009522891,0.0033189086,0.0026930931,0.00093888235,0.00050885085,0.0021533414],"category_scores_gemma":[0.011170781,0.00026310608,0.00048858987,0.014367715,0.0012295727,0.00080545555,0.0020762614,0.00047078426,0.00042537256],"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":[0.00035210414,0.00019016053,0.7340074,0.0021887426,0.00008953862,0.0011993682,0.16859409,0.0004061568,0.0037782376,0.0010354528,0.012389918,0.075768776],"study_design_scores_gemma":[0.00000880493,0.000054313598,0.908765,0.00034260156,0.00003552745,0.00009972009,0.076983795,0.0007255085,0.0004600122,0.00007339076,0.012409207,0.00004218188],"about_ca_topic_score_codex":0.9330406,"about_ca_topic_score_gemma":0.95087963,"teacher_disagreement_score":0.06695938,"about_ca_system_score_codex":0.020449236,"about_ca_system_score_gemma":0.03703788,"threshold_uncertainty_score":0.14837027},"labels":[],"label_agreement":null},{"id":"W4405515304","doi":"10.2139/ssrn.5063156","title":"The Price of Controversy: CEO Twitter Activity and Stock Market Performance","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Stock price; Business; Stock market; Financial economics; Stock (firearms); Monetary economics; Economics; Accounting; Financial system; Series (stratigraphy); History","score_opus":0.013128825174987641,"score_gpt":0.2965022226986049,"score_spread":0.28337339752361723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405515304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831717,0.00041758115,0.00009518235,0.0029304419,0.000107404514,0.0000075948938,0.000511842,0.0000123965565,0.012745799],"genre_scores_gemma":[0.9973713,0.0002036955,0.000033945948,0.00023624,0.0002682795,0.0000075520193,0.00023402677,0.000009648151,0.0016352485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994598,0.00019707732,0.00004753741,0.000060156857,0.00014230011,0.00009315002],"domain_scores_gemma":[0.9751565,0.011852828,0.008230543,0.0005053684,0.0013905979,0.0028641857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001238224,0.00017340554,0.00022239493,0.0012675305,0.0005829289,0.0034298925,0.00030901935,0.0017463497,0.013753183],"category_scores_gemma":[0.023255939,0.0001721088,0.00019764072,0.0015479465,0.0005627488,0.0021125225,0.0011162024,0.0013169679,0.0021808075],"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":[0.00054500473,0.0003190991,0.9707671,0.00006197782,0.00012422659,0.00016454209,0.0021871408,0.00020559604,0.00090403226,0.001215208,0.0052903905,0.01821566],"study_design_scores_gemma":[0.000016157686,0.00012380136,0.9914431,0.00003448699,0.000056145152,0.00008591137,0.0038981696,0.0008011178,0.0002165312,0.0008563947,0.0024506478,0.000017601335],"about_ca_topic_score_codex":0.0022587723,"about_ca_topic_score_gemma":0.0037038464,"teacher_disagreement_score":0.013753183,"about_ca_system_score_codex":0.00036337075,"about_ca_system_score_gemma":0.00030052467,"threshold_uncertainty_score":0.046008945},"labels":[],"label_agreement":null},{"id":"W4405531755","doi":"10.4000/12yf0","title":"Les relations publiques au service du changement social","year":2024,"lang":"fr","type":"article","venue":"Communication","topic":"Public Relations and Crisis Communication","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":"Humanities; Political science; Philosophy","score_opus":0.10607569231771484,"score_gpt":0.3799339123022386,"score_spread":0.27385821998452375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405531755","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17714483,0.012604915,0.019524986,0.1313589,0.0016877295,0.00022558248,0.00016935186,0.00021377356,0.6570698],"genre_scores_gemma":[0.9248887,0.005276235,0.0018979571,0.0040924954,0.0007597553,0.00020354563,0.000055743003,0.00007631156,0.06274923],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98486644,0.010443447,0.0003447393,0.0006790939,0.0025034614,0.0011628374],"domain_scores_gemma":[0.9813477,0.011916836,0.0027977738,0.00091047236,0.0016411024,0.0013861072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008382697,0.0005246029,0.00035327187,0.0023589693,0.009439106,0.009732193,0.0011693777,0.004036139,0.01413407],"category_scores_gemma":[0.02157949,0.000257004,0.00028713234,0.0023254636,0.015846098,0.007063548,0.006443531,0.0043771635,0.0014715511],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052404772,0.00011814025,0.004910798,0.000503034,0.000016614948,0.00089470285,0.38580266,0.0002678646,0.0010653583,0.5085581,0.014873143,0.08293718],"study_design_scores_gemma":[0.000018066148,0.00010204811,0.0083439015,0.00096911256,0.000015737736,0.00079868804,0.2647925,0.00044672782,0.0007027278,0.06551195,0.65825355,0.000045058525],"about_ca_topic_score_codex":0.009837336,"about_ca_topic_score_gemma":0.0089144325,"teacher_disagreement_score":0.01413407,"about_ca_system_score_codex":0.0063773366,"about_ca_system_score_gemma":0.008985102,"threshold_uncertainty_score":0.047283232},"labels":[],"label_agreement":null},{"id":"W4405862786","doi":"10.31455/asya.1578975","title":"Üniversitelerin Instagram Kullanımlarının Diyalogsal Halkla İlişkiler Açısından İncelenmesi","year":2024,"lang":"tr","type":"article","venue":"ASYA STUDIES","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Art","score_opus":0.0762829640091415,"score_gpt":0.40370849701742006,"score_spread":0.3274255330082786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405862786","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3380753,0.023618083,0.088542216,0.017934298,0.0033706017,0.0006707788,0.004196428,0.0036672687,0.51992506],"genre_scores_gemma":[0.73165625,0.014330836,0.049383268,0.0023419403,0.0005302885,0.00040441414,0.0035270653,0.0009018637,0.19692408],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9973188,0.0004194434,0.0001639204,0.0004406875,0.0011614949,0.00049552054],"domain_scores_gemma":[0.99618286,0.00071446545,0.00058661413,0.00034635756,0.0016744328,0.00049526594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018943966,0.0012240957,0.0007739592,0.0021198269,0.0033858165,0.0073961285,0.0012150701,0.0021325499,0.05527434],"category_scores_gemma":[0.005418853,0.0006389335,0.0009476741,0.0025433335,0.0017038245,0.0048829583,0.0037048478,0.0024590048,0.015632404],"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":[0.0010961356,0.0007082642,0.07235989,0.0037325695,0.0002527085,0.0034888294,0.012426488,0.0057453034,0.018095529,0.10343545,0.098123364,0.68053544],"study_design_scores_gemma":[0.00005784233,0.0005354832,0.08111735,0.0018973683,0.00023080423,0.0026783682,0.022725599,0.0054364535,0.015281907,0.023375178,0.846328,0.00033559266],"about_ca_topic_score_codex":0.013158172,"about_ca_topic_score_gemma":0.021692,"teacher_disagreement_score":0.05527434,"about_ca_system_score_codex":0.0034870745,"about_ca_system_score_gemma":0.005455895,"threshold_uncertainty_score":0.18491107},"labels":[],"label_agreement":null},{"id":"W4406255184","doi":"10.1108/mbr-11-2023-0185","title":"Dark and bright repercussions of COVID-19 pandemic on international business: a systematic literature review and future research agenda","year":2025,"lang":"en","type":"article","venue":"Multinational Business Review","topic":"Public Relations and Crisis Communication","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":"Western University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Systematic review; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Virology; Medicine; MEDLINE; Law; Pathology","score_opus":0.08014974930825594,"score_gpt":0.4480326580843284,"score_spread":0.36788290877607244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406255184","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005015637,0.9872125,0.00063482765,0.0041201003,0.000540446,0.0002940225,0.00036180735,0.000011198786,0.0018095216],"genre_scores_gemma":[0.0575559,0.9353786,0.0023104863,0.0030927411,0.00037374234,0.00059649965,0.00028973867,0.000009615716,0.0003927783],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99032307,0.0047878474,0.0023051184,0.00068802503,0.0014814135,0.00041446826],"domain_scores_gemma":[0.91328096,0.07025791,0.0078448225,0.0011844317,0.0067094783,0.00072246767],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01574061,0.00070428045,0.0021960458,0.016118966,0.0011033618,0.004758778,0.0009876677,0.002025231,0.004489448],"category_scores_gemma":[0.054764014,0.0005222447,0.0021148992,0.0139884325,0.0020474878,0.0052435775,0.0020960066,0.0016044406,0.00041721412],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018142565,0.00007670092,0.007560121,0.70478433,0.0027111038,0.00073228957,0.0073536704,0.00032234,0.00062017667,0.017015966,0.014111902,0.24453002],"study_design_scores_gemma":[0.000037122936,0.0001243673,0.009479752,0.8458128,0.0058957967,0.00088082923,0.015401536,0.00018780069,0.00031553683,0.0050148815,0.116784364,0.000065168875],"about_ca_topic_score_codex":0.0055225953,"about_ca_topic_score_gemma":0.022904627,"teacher_disagreement_score":0.98425937,"about_ca_system_score_codex":0.0035163956,"about_ca_system_score_gemma":0.021086259,"threshold_uncertainty_score":0.08324534},"labels":[],"label_agreement":null},{"id":"W4406275104","doi":"10.61869/qhne2179","title":"Co-operative conversation in the newspaper industry: Navigating between the reefs towards success.","year":2021,"lang":"en","type":"article","venue":"Journal of Co-operative Studies","topic":"Public Relations and Crisis Communication","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":true,"ca_institutions":"","funders":"Université de Sherbrooke; Université Laval","keywords":"Conversation; Newspaper; Reef; Business; Advertising; Communication; Psychology; Oceanography; Geology","score_opus":0.09733555544973056,"score_gpt":0.4638640757366005,"score_spread":0.36652852028686994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406275104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69809926,0.0036013217,0.010601077,0.08816845,0.0005581606,0.00018640599,0.00008820996,0.0001282471,0.19856884],"genre_scores_gemma":[0.9876995,0.00063721935,0.001669498,0.0020001696,0.000045350247,0.00005492674,0.00002271665,0.00005026148,0.0078204],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9852579,0.010493016,0.00021001979,0.000779912,0.0015776366,0.0016815505],"domain_scores_gemma":[0.97773325,0.01332201,0.0019690841,0.00087453146,0.0021145728,0.0039866446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012104888,0.0005438275,0.00039770527,0.0028303836,0.033273444,0.01863139,0.002258364,0.0053020483,0.006029114],"category_scores_gemma":[0.02604411,0.0006459413,0.00035469662,0.0025099015,0.028459866,0.013996005,0.016026719,0.007453589,0.0011912703],"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":[0.00004135383,0.00004527856,0.004463146,0.00009699701,0.00001565996,0.0016276423,0.9338555,0.0000816655,0.00047180222,0.039243355,0.005717184,0.014340386],"study_design_scores_gemma":[0.000009030016,0.000024475325,0.0025877636,0.00010353029,0.000009678457,0.00028213125,0.9258836,0.00029773687,0.0001974457,0.009352867,0.061223824,0.000027935763],"about_ca_topic_score_codex":0.05266964,"about_ca_topic_score_gemma":0.083057806,"teacher_disagreement_score":0.05266964,"about_ca_system_score_codex":0.011421241,"about_ca_system_score_gemma":0.010059265,"threshold_uncertainty_score":0.104726136},"labels":[],"label_agreement":null},{"id":"W4406430262","doi":"10.1016/s0029-7437(09)70435-5","title":"10.1016/s0029-7437(09)70435-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Engineering ethics; Political science; Engineering","score_opus":0.012501942229491938,"score_gpt":0.2409382900687059,"score_spread":0.22843634783921396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406430262","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004237803,0.00038645978,0.00057793566,0.00035495026,0.00023591967,0.000092367554,0.0006467174,0.00066821405,0.9966137],"genre_scores_gemma":[0.0007055147,0.00018930846,0.00032997283,0.00017989757,0.000062939376,0.000063647705,0.00037428993,0.00015565852,0.9979387],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922025,0.00006537228,0.0000627863,0.0002717035,0.00020395892,0.00017591011],"domain_scores_gemma":[0.99732095,0.00078406726,0.00017667272,0.00029901552,0.00053554855,0.00088374456],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013751914,0.0029998403,0.0022315185,0.0034809157,0.0028860017,0.0047099143,0.004151837,0.007194159,0.9907577],"category_scores_gemma":[0.0020663491,0.0011528697,0.0016004652,0.003330706,0.0029009418,0.006051051,0.0037461412,0.0032310516,0.9932607],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034768428,0.0002827182,0.0011246068,0.0007671705,0.000051767787,0.00031185857,0.00016708807,0.0005374752,0.0020767932,0.008888451,0.34297886,0.6424654],"study_design_scores_gemma":[0.00005753856,0.00013932695,0.0009004868,0.0004989392,0.00001669276,0.00032748657,0.00016981649,0.00028478503,0.00036236705,0.0008020194,0.9964127,0.000027732302],"about_ca_topic_score_codex":0.0052390327,"about_ca_topic_score_gemma":0.0038698027,"teacher_disagreement_score":0.009242296,"about_ca_system_score_codex":0.0014734111,"about_ca_system_score_gemma":0.0017546971,"threshold_uncertainty_score":0.013182938},"labels":[],"label_agreement":null},{"id":"W4406430371","doi":"10.1016/s0029-7437(07)70295-1","title":"10.1016/s0029-7437(07)70295-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Public Relations and Crisis Communication","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":"Face (sociological concept); Computer science; Internet privacy; Computer security; Sociology","score_opus":0.01247320250909392,"score_gpt":0.24117149932504078,"score_spread":0.22869829681594686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406430371","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038148402,0.00034752063,0.0005360255,0.0003826332,0.00022935125,0.00009161935,0.00058384176,0.0006182851,0.9968292],"genre_scores_gemma":[0.0005811461,0.00016974073,0.00029313046,0.0001670403,0.00005450261,0.00005988733,0.00032491577,0.00013918591,0.99821043],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992791,0.00006141285,0.00005659894,0.000244637,0.00019464211,0.00016361086],"domain_scores_gemma":[0.99760735,0.0006664915,0.00015304047,0.00025401113,0.0004855087,0.00083348545],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012799705,0.0028181432,0.002108017,0.003240802,0.0027749506,0.0045581036,0.0038398323,0.007097416,0.9903137],"category_scores_gemma":[0.0021227642,0.0010429864,0.0014103887,0.0030183913,0.002583836,0.0056648157,0.0035189528,0.0030199327,0.99281657],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028992005,0.00024875783,0.000974876,0.00067117775,0.00003921428,0.00027415119,0.00016209843,0.00045240665,0.0017892432,0.008457625,0.3619312,0.6247093],"study_design_scores_gemma":[0.00004449447,0.00010631528,0.0007282278,0.00039640904,0.0000124410235,0.00025549502,0.00015375228,0.00022961145,0.0002845147,0.00071686547,0.99705064,0.000021132764],"about_ca_topic_score_codex":0.0053103813,"about_ca_topic_score_gemma":0.0039379913,"teacher_disagreement_score":0.009686291,"about_ca_system_score_codex":0.0014467742,"about_ca_system_score_gemma":0.0018389339,"threshold_uncertainty_score":0.013816297},"labels":[],"label_agreement":null},{"id":"W4406731474","doi":"10.23912/9781915097415-5838","title":"The Dark Side of Events","year":2024,"lang":"en","type":"book","venue":"Goodfellow Publishers eBooks","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"International Development Research Centre","funders":"","keywords":"Great Rift; Far side of the Moon; Astronomy; Physics","score_opus":0.021388089062819297,"score_gpt":0.2895836288810119,"score_spread":0.2681955398181926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406731474","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010711843,0.006139075,0.007065176,0.011356872,0.0054961443,0.00003761471,0.00012756692,0.00024116992,0.96846527],"genre_scores_gemma":[0.031285588,0.0078616245,0.003481572,0.008537059,0.00221243,0.000060135888,0.0002452067,0.00048949127,0.94582695],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896586,0.00034455178,0.00004267724,0.00012572641,0.0003956253,0.00012560573],"domain_scores_gemma":[0.9987,0.0005326193,0.000077202174,0.00021122645,0.00024690042,0.00023199528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007946902,0.0008391252,0.0004660835,0.00090481655,0.002413106,0.009521425,0.0007457514,0.0018226722,0.06275476],"category_scores_gemma":[0.0029648452,0.0003795014,0.00040757837,0.00103054,0.004722767,0.010419292,0.0051888535,0.0049238,0.020279616],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028545443,0.000020505388,0.0001139292,0.00016888253,0.000003053032,0.00017082618,0.0038926625,0.00020791903,0.00037394228,0.5173988,0.40084022,0.07678069],"study_design_scores_gemma":[0.0000016744343,0.000005444765,0.00007302502,0.00012074828,0.0000010765075,0.000068761656,0.00060379494,0.000048551807,0.00007078489,0.024566436,0.9744358,0.00000387724],"about_ca_topic_score_codex":0.0021877778,"about_ca_topic_score_gemma":0.003510494,"teacher_disagreement_score":0.06275476,"about_ca_system_score_codex":0.0012244461,"about_ca_system_score_gemma":0.0018911599,"threshold_uncertainty_score":0.20993555},"labels":[],"label_agreement":null},{"id":"W4407126798","doi":"10.2196/63772","title":"Public Attitudes Toward Violence Against Doctors: Sentiment Analysis of Chinese Users","year":2025,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Public Relations and Crisis Communication","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":"Preprint; Internet privacy; Public opinion; Computer science; Computer security; Medicine; World Wide Web; Advertising; Business; Political science; Law","score_opus":0.03018655171217846,"score_gpt":0.37238036785200396,"score_spread":0.34219381613982547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407126798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99847907,0.00003662145,0.000084008054,0.000099704484,0.000008403589,0.000016301537,0.0003203972,0.00000482689,0.00095051853],"genre_scores_gemma":[0.99859816,0.00008269309,0.00013035916,0.00006408891,0.000018859184,0.000028752378,0.00048620132,0.000003198437,0.0005877866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99945575,0.00013024533,0.00005019859,0.000066935114,0.00017782862,0.0001190272],"domain_scores_gemma":[0.99850035,0.0004662309,0.00035115477,0.000058238555,0.00044875487,0.0001753661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007084112,0.000297506,0.00029280252,0.0010110803,0.0007786501,0.0006463095,0.00015704913,0.00028649578,0.0012459856],"category_scores_gemma":[0.0024603747,0.000096527096,0.0003134897,0.0011038228,0.00038872886,0.00040174252,0.00049098535,0.0002723472,0.00027577954],"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":[0.0003784321,0.00010025286,0.9288595,0.00027141348,0.000065530905,0.00061278587,0.027881691,0.00024485303,0.008804111,0.0002350013,0.0033468097,0.029199703],"study_design_scores_gemma":[0.0000071425216,0.00008938644,0.97328544,0.00002537485,0.000034699053,0.0002163838,0.020285094,0.0027627063,0.00098051,0.000060811337,0.0022298542,0.000022559323],"about_ca_topic_score_codex":0.013333558,"about_ca_topic_score_gemma":0.011376684,"teacher_disagreement_score":0.013333558,"about_ca_system_score_codex":0.00072537514,"about_ca_system_score_gemma":0.00043212963,"threshold_uncertainty_score":0.026511908},"labels":[],"label_agreement":null},{"id":"W4407212179","doi":"10.1123/ijsc.2024-0211","title":"Not the Michigan State University of Old? A Critical Discourse Analysis of Crisis Communication","year":2025,"lang":"en","type":"article","venue":"International Journal of Sport Communication","topic":"Public Relations and Crisis Communication","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 Guelph","funders":"","keywords":"Crisis communication; Critical discourse analysis; State (computer science); Media studies; Sociology; Political science; Psychology; Public relations; Computer science; Law; Ideology","score_opus":0.01606110980139865,"score_gpt":0.3610588177454279,"score_spread":0.3449977079440293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407212179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49339077,0.01126721,0.006195899,0.21108998,0.0015235733,0.000115190356,0.00028256464,0.00011835352,0.27601644],"genre_scores_gemma":[0.97509265,0.0024811001,0.0017636558,0.0036193028,0.00026966335,0.0001104402,0.00005779689,0.00004023415,0.016565153],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982035,0.0013620857,0.000037945196,0.00010706646,0.00015972555,0.00012960986],"domain_scores_gemma":[0.99722326,0.0017865266,0.0002710441,0.00008166699,0.0003149488,0.00032264026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028217875,0.00027332842,0.00021028532,0.0018410278,0.011922664,0.007512284,0.0004911995,0.0014438508,0.004861245],"category_scores_gemma":[0.0046966802,0.00014326042,0.00011527,0.0014699629,0.0078110644,0.007231257,0.0030669589,0.0027348006,0.0003177971],"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":[0.00004491866,0.00005287535,0.003681851,0.000109048655,0.0000053765743,0.000554951,0.73135895,0.000051933857,0.000671943,0.20491485,0.028798733,0.02975453],"study_design_scores_gemma":[0.0000044576846,0.000031791,0.0048100455,0.00052472495,0.000008642964,0.0001924064,0.6709566,0.00035783084,0.00078879547,0.018983068,0.30332136,0.000020222376],"about_ca_topic_score_codex":0.011169212,"about_ca_topic_score_gemma":0.021461576,"teacher_disagreement_score":0.011922664,"about_ca_system_score_codex":0.0062323487,"about_ca_system_score_gemma":0.0033743393,"threshold_uncertainty_score":0.045219064},"labels":[],"label_agreement":null},{"id":"W4407450612","doi":"10.36227/techrxiv.173950860.08276303/v1","title":"Multimodal Classification on User-generated Content During Wildfires in Canada","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","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":"National Research Council Canada","keywords":"Content (measure theory); User-generated content; Computer science; Information retrieval; World Wide Web; Mathematics; Social media","score_opus":0.08211010018798488,"score_gpt":0.32054959880937434,"score_spread":0.23843949862138947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407450612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95023185,0.0008539119,0.0023011325,0.00033648277,0.00012532451,0.00015310293,0.038639855,0.0010632605,0.0062950756],"genre_scores_gemma":[0.914352,0.00045767322,0.0050010215,0.00016246914,0.000055607907,0.00008044002,0.070480525,0.00009723195,0.009313136],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994879,0.000040012023,0.000014386933,0.000114978684,0.00015869751,0.00018401563],"domain_scores_gemma":[0.99932027,0.0001360913,0.000038815248,0.00006925429,0.00033830845,0.0000972164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031731967,0.00086970424,0.00040140527,0.001683304,0.0012012698,0.00084378483,0.00064989267,0.00069498277,0.002222287],"category_scores_gemma":[0.0015653333,0.00015242102,0.00047251402,0.0018551933,0.0005804874,0.0005010551,0.00072225905,0.0006803753,0.00096078805],"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":[0.003200012,0.0008805254,0.3501754,0.0010920655,0.000436016,0.0026655935,0.006724618,0.025523063,0.048869744,0.0015629464,0.14767213,0.41119784],"study_design_scores_gemma":[0.00008417233,0.0003062529,0.78431374,0.00022077594,0.00021026221,0.00072229,0.010203772,0.12382694,0.0155274775,0.0005764161,0.06376572,0.00024216526],"about_ca_topic_score_codex":0.85462713,"about_ca_topic_score_gemma":0.9345608,"teacher_disagreement_score":0.14537287,"about_ca_system_score_codex":0.005350468,"about_ca_system_score_gemma":0.0039354297,"threshold_uncertainty_score":0.29245794},"labels":[],"label_agreement":null},{"id":"W4408126524","doi":"10.2196/67515","title":"Crisis Communication About the Maui Wildfires on TikTok: Content Analysis of Engagement With Maui Wildfire–Related Posts Over 1 Year","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Public Relations and Crisis Communication","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":"National Institute on Minority Health and Health Disparities","keywords":"Social media; Thematic analysis; Crisis communication; Content analysis; Geography; Public relations; Psychology; Political science; Sociology; Qualitative research; Social science","score_opus":0.10392044956509969,"score_gpt":0.4559621891416085,"score_spread":0.35204173957650886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408126524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99740416,0.00006695225,0.00022208203,0.000097712415,0.0000108576905,0.00010068952,0.0008967203,0.000012819695,0.0011879307],"genre_scores_gemma":[0.9934883,0.00025927872,0.0016327511,0.00010614233,0.00002229705,0.00064008293,0.0019961118,0.000029476178,0.0018254711],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9993912,0.00018206399,0.00006410808,0.0000975051,0.00013904244,0.00012604975],"domain_scores_gemma":[0.9944435,0.002730854,0.0012762081,0.00019800324,0.00096426625,0.0003872586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014565596,0.00025164126,0.0002769518,0.0025959155,0.0015221621,0.0013407979,0.00042096205,0.00043571446,0.0017325274],"category_scores_gemma":[0.008302733,0.00017539569,0.00021965998,0.0025096424,0.00077155494,0.0017768913,0.0020552676,0.000551227,0.0004713224],"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":[0.0005276861,0.00020010273,0.33770987,0.0014090228,0.000049826158,0.00119792,0.578746,0.00019506994,0.007825479,0.0005019177,0.005258116,0.0663789],"study_design_scores_gemma":[0.000009236298,0.00015747901,0.63802713,0.00029850143,0.00004346338,0.0003001631,0.3462572,0.0006644426,0.0012705422,0.00017717987,0.012742345,0.000052230618],"about_ca_topic_score_codex":0.0071067233,"about_ca_topic_score_gemma":0.022966983,"teacher_disagreement_score":0.0071067233,"about_ca_system_score_codex":0.0011147398,"about_ca_system_score_gemma":0.0010573872,"threshold_uncertainty_score":0.014130712},"labels":[],"label_agreement":null},{"id":"W4408210004","doi":"10.1080/13527266.2025.2471954","title":"Addressing backlash? Corporate DEI communication and user complaints on social media","year":2025,"lang":"en","type":"article","venue":"Journal of Marketing Communications","topic":"Public Relations and Crisis Communication","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":"HEC Montréal","funders":"","keywords":"German; Social media; Backlash; Inclusion (mineral); Content analysis; Equity (law); Sociology; Business; Advertising; Political science; Engineering; History; Law; Social science","score_opus":0.17980553773711905,"score_gpt":0.4002148445997643,"score_spread":0.22040930686264526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408210004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9744746,0.00041621708,0.00038261525,0.006319206,0.00006883473,0.000023342109,0.00009830713,0.000027663056,0.01818906],"genre_scores_gemma":[0.99784434,0.00015674805,0.00008535583,0.0008374722,0.00003996063,0.000009999412,0.000028348086,0.000008097038,0.0009896739],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9937928,0.0036974477,0.00032153956,0.0003186472,0.001029009,0.000840569],"domain_scores_gemma":[0.9752421,0.012782233,0.0070000184,0.0011246862,0.0026698727,0.0011811545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054970165,0.00021530446,0.00028373185,0.0014067226,0.0027090248,0.005018742,0.00044177123,0.0017689451,0.0039688],"category_scores_gemma":[0.026522737,0.00019411855,0.00022097476,0.0017031424,0.0027760828,0.0046156147,0.0022983886,0.0014892536,0.0006524433],"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":[0.0004410163,0.00032994454,0.42239574,0.00046466207,0.000097629236,0.0014597792,0.42710245,0.00023824729,0.0029637734,0.012487698,0.017992089,0.11402698],"study_design_scores_gemma":[0.000019395382,0.0002516377,0.3185098,0.0003740999,0.00003940195,0.0006657995,0.63774675,0.00093631935,0.0015011909,0.0020117208,0.037863705,0.00008014957],"about_ca_topic_score_codex":0.0076826364,"about_ca_topic_score_gemma":0.008339137,"teacher_disagreement_score":0.0076826364,"about_ca_system_score_codex":0.001980892,"about_ca_system_score_gemma":0.0012441588,"threshold_uncertainty_score":0.02907139},"labels":[],"label_agreement":null},{"id":"W4408211483","doi":"10.1016/j.ijdrr.2025.105354","title":"Extracting information from reddit for emergency management - A case study on British Columbia wildfire","year":2025,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Public Relations and Crisis Communication","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 Calgary","funders":"","keywords":"Emergency management; Medical emergency; Business; History; Political science; Medicine","score_opus":0.01649256988356709,"score_gpt":0.3523495854279299,"score_spread":0.3358570155443628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408211483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875966,0.0003401748,0.00073991006,0.0011153105,0.000026227563,0.000181937,0.00089527766,0.000034038363,0.009070571],"genre_scores_gemma":[0.9760903,0.0013053708,0.004344894,0.0005003411,0.000025873582,0.00015980582,0.0013383375,0.00006250618,0.016172664],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99891734,0.0002655019,0.000067944406,0.00011924591,0.00035205416,0.00027791766],"domain_scores_gemma":[0.99520975,0.0025204762,0.00032819484,0.00020637117,0.0013700239,0.00036523517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001473374,0.00041167557,0.00025779594,0.0020827397,0.007653414,0.0029469584,0.0008845979,0.0011266378,0.0019111063],"category_scores_gemma":[0.004508446,0.00025924377,0.00015732837,0.0053038415,0.001614763,0.0009979712,0.0013935919,0.0010860602,0.0003366184],"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":[0.0004248024,0.00049095025,0.11793517,0.001160319,0.00005206046,0.044731274,0.6064266,0.0016945909,0.017485036,0.002627722,0.01964019,0.18733138],"study_design_scores_gemma":[0.0000143354655,0.00008908402,0.14186318,0.00036294787,0.000039737242,0.0013770359,0.7593457,0.0024354402,0.0041155727,0.00047555915,0.08980551,0.000075907185],"about_ca_topic_score_codex":0.7821602,"about_ca_topic_score_gemma":0.9313902,"teacher_disagreement_score":0.21783978,"about_ca_system_score_codex":0.012676027,"about_ca_system_score_gemma":0.012362521,"threshold_uncertainty_score":0.43824536},"labels":[],"label_agreement":null},{"id":"W4408331200","doi":"10.71064/spu.amjr.1.1.191","title":"Influence of Covid-19 Crisis Communication on Public Perception of the Kenyan Government Communication Strategy: A Case of Kibra Sub-County Nairobi, Kenya","year":2023,"lang":"en","type":"article","venue":"African Multidisciplinary Journal of Research","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Paul University","funders":"","keywords":"Kenya; Government (linguistics); Perception; Coronavirus disease 2019 (COVID-19); Crisis communication; Geography; Economic growth; Socioeconomics; Political science; Public relations; Medicine; Sociology; Psychology; Economics; Disease","score_opus":0.09880303086116492,"score_gpt":0.4286055790136051,"score_spread":0.32980254815244014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408331200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964561,0.00008290355,0.00003167384,0.0006608538,0.0000036169226,0.000011609839,0.000008493834,9.86328e-7,0.0027438102],"genre_scores_gemma":[0.9993187,0.000141736,0.000030794843,0.000059031587,0.0000024991077,0.0000069599764,0.0000059431936,0.0000010230654,0.00043337932],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99846363,0.000879329,0.000041109703,0.00007128506,0.00015575926,0.00038891812],"domain_scores_gemma":[0.99671763,0.0014947818,0.00095119374,0.00009978187,0.00038153518,0.00035515896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015346089,0.00024682988,0.00016536319,0.00084289047,0.0073585496,0.002574037,0.0005123404,0.00089715596,0.0029235375],"category_scores_gemma":[0.0036395972,0.00024346464,0.00014680317,0.0009247931,0.0025332044,0.0016000522,0.0017682777,0.001273312,0.00023065884],"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":[0.0001003284,0.00024293913,0.1509909,0.00017821163,0.000021512307,0.019810708,0.8063968,0.0002292907,0.0021017927,0.0024881167,0.0017244841,0.01571488],"study_design_scores_gemma":[0.0000035744822,0.000052331085,0.07834551,0.00009502015,0.000011125801,0.0007357137,0.9157272,0.00021983245,0.00024774362,0.0001451901,0.0043998286,0.000016907194],"about_ca_topic_score_codex":0.08891291,"about_ca_topic_score_gemma":0.19036451,"teacher_disagreement_score":0.08891291,"about_ca_system_score_codex":0.0058548735,"about_ca_system_score_gemma":0.0035569698,"threshold_uncertainty_score":0.17679077},"labels":[],"label_agreement":null},{"id":"W4408423837","doi":"10.2196/66524","title":"Experiences of Public Health Professionals Regarding Crisis Communication During the COVID-19 Pandemic: Systematic Review of Qualitative Studies","year":2025,"lang":"en","type":"review","venue":"JMIR Infodemiology","topic":"Public Relations and Crisis Communication","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":"CINAHL; PsycINFO; Pandemic; Crisis communication; Public relations; Public health; Health communication; Political science; MEDLINE; Psychology; Medicine; Medical education; Nursing; Coronavirus disease 2019 (COVID-19); Disease","score_opus":0.5063622395824848,"score_gpt":0.6264384544770483,"score_spread":0.12007621489456344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408423837","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061707962,0.9210971,0.002701244,0.0041450076,0.00034994504,0.0027841856,0.0020621433,0.000024062323,0.0051282733],"genre_scores_gemma":[0.26397398,0.71990335,0.0050181053,0.0034666227,0.00009186266,0.0059842677,0.00069249026,0.000029940222,0.00083943765],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.97488743,0.01610016,0.004996559,0.00087109045,0.0022881902,0.0008565866],"domain_scores_gemma":[0.87005913,0.111339405,0.008327464,0.0012256646,0.00806553,0.0009828348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0365611,0.00080964976,0.003165425,0.010559752,0.0022542698,0.0034044434,0.0017026966,0.001607426,0.003573766],"category_scores_gemma":[0.103670575,0.0010656075,0.0023567404,0.014100123,0.0025386214,0.005868979,0.0042068358,0.0014845387,0.0002857396],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000283901,0.000059966977,0.0050190156,0.7220594,0.0011380987,0.0013433043,0.1880672,0.0001234008,0.00052268774,0.0018988954,0.0037733193,0.07571071],"study_design_scores_gemma":[0.00006816676,0.00018695791,0.0053591626,0.7175355,0.002318888,0.0011340468,0.22646008,0.00006647582,0.00039359916,0.00083234365,0.045576107,0.00006865785],"about_ca_topic_score_codex":0.010272455,"about_ca_topic_score_gemma":0.022325438,"teacher_disagreement_score":0.0365611,"about_ca_system_score_codex":0.008473641,"about_ca_system_score_gemma":0.022609282,"threshold_uncertainty_score":0.19335592},"labels":[],"label_agreement":null},{"id":"W4408473975","doi":"10.1007/978-3-031-85709-6_3","title":"Major Incidents","year":2025,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Amgen (Canada); University of Regina; London Health Sciences Centre","funders":"","keywords":"Computer science","score_opus":0.07934696357315062,"score_gpt":0.34429794417460396,"score_spread":0.26495098060145333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408473975","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022915893,0.0007022646,0.00065700227,0.0012575687,0.0014831913,0.00008469873,0.0011818121,0.00023963704,0.9921022],"genre_scores_gemma":[0.012390122,0.001231002,0.0004202106,0.00043154802,0.00029940775,0.00004150299,0.0012571904,0.000061863226,0.98386717],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996556,0.000040534702,0.000018709063,0.000062998195,0.00014546495,0.000076642944],"domain_scores_gemma":[0.9996152,0.000045982877,0.000039363815,0.000056389497,0.0001393289,0.00010382988],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031773318,0.00073686795,0.00024874325,0.0016631711,0.0018451263,0.0026468025,0.00074278173,0.0009959452,0.3007476],"category_scores_gemma":[0.001113794,0.00025637183,0.00035042674,0.0015894263,0.0004290655,0.0013196436,0.001821378,0.0013943473,0.11696047],"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":[0.000054149234,0.000079492565,0.0010529322,0.00019590158,0.0000044731605,0.00023726144,0.0013717576,0.000088677836,0.00052297127,0.038868465,0.7166129,0.240911],"study_design_scores_gemma":[0.0000026532086,0.000016511132,0.001957026,0.000080904945,0.0000020227326,0.00016264759,0.0007854292,0.000029523591,0.00013649045,0.0021455893,0.9946774,0.0000036353154],"about_ca_topic_score_codex":0.0032624586,"about_ca_topic_score_gemma":0.010003682,"teacher_disagreement_score":0.3007476,"about_ca_system_score_codex":0.0009038054,"about_ca_system_score_gemma":0.0012196667,"threshold_uncertainty_score":0.9973987},"labels":[],"label_agreement":null},{"id":"W4408587958","doi":"10.3389/fcomm.2025.1546333","title":"University, social media, and student engagement: the challenge of “trust” in organizational communication. A voice from European university researchers to foster inclusion in higher education","year":2025,"lang":"en","type":"article","venue":"Frontiers in Communication","topic":"Public Relations and Crisis Communication","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":"Inclusion (mineral); Social media; Public relations; Pedagogy; Higher education; Political science; Sociology; Chemistry; Media studies; Psychology; Social science","score_opus":0.0566372189238672,"score_gpt":0.32819833734983905,"score_spread":0.27156111842597186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408587958","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16436496,0.076997355,0.007395283,0.5861837,0.002561291,0.00005528069,0.00013701845,0.00010276291,0.16220231],"genre_scores_gemma":[0.9660609,0.013545249,0.0007755904,0.01347539,0.00078709977,0.000063400046,0.000024725174,0.000040873838,0.0052268473],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9857422,0.010594017,0.0003121415,0.0007990841,0.0015903397,0.0009622482],"domain_scores_gemma":[0.96506226,0.023245757,0.0031204934,0.001440301,0.0017293331,0.005401847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011765945,0.00036841855,0.00051406794,0.0021517691,0.007958685,0.022100054,0.00094536185,0.0053800237,0.0066135447],"category_scores_gemma":[0.023134265,0.00041011852,0.0005193457,0.0018663779,0.02111838,0.024157088,0.01762099,0.0077500376,0.00077368564],"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":[0.00014132739,0.00024043786,0.021888934,0.0007467511,0.0001487549,0.00060885627,0.32507372,0.00025773063,0.0004622795,0.37060815,0.04350163,0.23632143],"study_design_scores_gemma":[0.000043220392,0.00030179505,0.02904906,0.0029693712,0.00010021509,0.0010354966,0.3305064,0.00088934595,0.0005482964,0.2811222,0.35324112,0.00019345687],"about_ca_topic_score_codex":0.0031582594,"about_ca_topic_score_gemma":0.004693718,"teacher_disagreement_score":0.022100054,"about_ca_system_score_codex":0.004109221,"about_ca_system_score_gemma":0.00409121,"threshold_uncertainty_score":0.062224984},"labels":[],"label_agreement":null},{"id":"W4408842698","doi":"10.21083/ruralreview.v9i1.8297","title":"Discrimination and Community Integration Experienced by 2SLGBTQ+ in Perth-Huron2SLGBTQ+","year":2025,"lang":"en","type":"article","venue":"Rural Review Ontario Rural Planning Development and Policy","topic":"Public Relations and Crisis Communication","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 Guelph","funders":"","keywords":"Geography; History","score_opus":0.03199382479439777,"score_gpt":0.3698994504036462,"score_spread":0.3379056256092484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408842698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909246,0.0007589592,0.000019588078,0.0014138358,0.000023169627,0.000018345296,0.000022371632,0.0000016572054,0.006817477],"genre_scores_gemma":[0.99407035,0.0014454839,0.000037021022,0.00045407863,0.000016016114,0.000028422195,0.000018215791,0.0000025139627,0.0039278986],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99886644,0.00043765205,0.000027011381,0.00005104211,0.00022685068,0.00039105592],"domain_scores_gemma":[0.99886644,0.00018897429,0.0002614898,0.000023775912,0.00020963118,0.0004496774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006986238,0.0001931465,0.00030843684,0.0006853137,0.0070779403,0.0022433216,0.0005661476,0.0006642912,0.0053009065],"category_scores_gemma":[0.001766987,0.00017242781,0.000118180804,0.0017028837,0.0029822052,0.00060700846,0.0040408093,0.0007345393,0.00018938596],"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":[0.000088641245,0.00013092594,0.10900383,0.0003621023,0.00002374282,0.0050518666,0.8274275,0.000085302694,0.00079883245,0.0024449998,0.005891879,0.0486904],"study_design_scores_gemma":[0.000008387563,0.00009091274,0.09861709,0.00018995715,0.0000092338805,0.000521884,0.87764937,0.000022572054,0.000065990855,0.00015944928,0.022650186,0.000014910555],"about_ca_topic_score_codex":0.5219796,"about_ca_topic_score_gemma":0.7642342,"teacher_disagreement_score":0.47802043,"about_ca_system_score_codex":0.006598218,"about_ca_system_score_gemma":0.0069243144,"threshold_uncertainty_score":0.9616712},"labels":[],"label_agreement":null},{"id":"W4408855633","doi":"10.1177/23294906251322892","title":"Communicative Care: How Companies Approach Mental Health CSR on Social Media","year":2025,"lang":"en","type":"article","venue":"Business and Professional Communication Quarterly","topic":"Public Relations and Crisis Communication","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":"Mount Royal University","funders":"","keywords":"Mental health; Corporate social responsibility; Psychology; Social media; Public relations; Business; Psychiatry; Political science","score_opus":0.04719845821935889,"score_gpt":0.3638470702137544,"score_spread":0.31664861199439553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408855633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8684716,0.001337229,0.0050032996,0.034047075,0.00037074593,0.00012464884,0.000051046718,0.0001409687,0.09045341],"genre_scores_gemma":[0.9892658,0.0005529327,0.0013490306,0.0032062493,0.00010264862,0.00003291245,0.000029658106,0.00003410399,0.0054266746],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9913147,0.006440719,0.00012796158,0.00031751543,0.0008844738,0.00091461313],"domain_scores_gemma":[0.9929173,0.003581155,0.0010238991,0.0002597168,0.0006831444,0.0015348411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006378183,0.00048602207,0.0001750148,0.0015689237,0.0059142644,0.012459876,0.00087212946,0.002104218,0.004355499],"category_scores_gemma":[0.013763956,0.00030786163,0.00028673376,0.0006357369,0.0043102205,0.0064317305,0.007463239,0.0028791912,0.00086620374],"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":[0.00011520383,0.0005142394,0.066166975,0.00038909487,0.00008650235,0.0015794542,0.73494023,0.0003570765,0.0061754626,0.017040936,0.018369872,0.15426485],"study_design_scores_gemma":[0.000021321966,0.00033838782,0.028504817,0.00047368935,0.00004723867,0.0006498992,0.8676467,0.0010814457,0.0009942299,0.0050018327,0.09516181,0.00007860451],"about_ca_topic_score_codex":0.004265712,"about_ca_topic_score_gemma":0.0077761603,"teacher_disagreement_score":0.012459876,"about_ca_system_score_codex":0.002773358,"about_ca_system_score_gemma":0.0031974958,"threshold_uncertainty_score":0.03373146},"labels":[],"label_agreement":null},{"id":"W4409148784","doi":"10.2196/68483","title":"Mental Health and Coping Strategies of Health Communicators Who Faced Online Abuse During the COVID-19 Pandemic: Mixed Methods Study","year":2025,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mental health; Psychology; Coping (psychology); Psychiatry","score_opus":0.12616578921390154,"score_gpt":0.5396852713728489,"score_spread":0.4135194821589474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409148784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99599385,0.0007230997,0.0006296041,0.00019653591,0.0000173519,0.0012912289,0.0002695615,0.0000046830182,0.00087412336],"genre_scores_gemma":[0.98733646,0.0016422941,0.0033268605,0.0008224527,0.00005147575,0.0053567165,0.0003125026,0.000009179122,0.0011420955],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9959675,0.002250387,0.0004608298,0.0003521705,0.00040381518,0.000565356],"domain_scores_gemma":[0.994338,0.0028437362,0.0011189106,0.00032585734,0.0009040641,0.00046942703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0069617354,0.0006088136,0.0011874614,0.0020797786,0.0031457487,0.0022068983,0.0010110948,0.0011887896,0.0034632657],"category_scores_gemma":[0.0092172045,0.00080981955,0.0011264704,0.0021152545,0.0010485263,0.0018451589,0.0020501853,0.0010214297,0.00040652775],"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":[0.00084444217,0.0058020917,0.497287,0.0031438987,0.0004263895,0.0014840321,0.4240915,0.00010189701,0.0015899733,0.0007448119,0.0014583564,0.06302563],"study_design_scores_gemma":[0.00019074895,0.004119936,0.30507764,0.0018826668,0.00026316725,0.0011654119,0.67932683,0.0007403246,0.0007964498,0.00058824057,0.005738556,0.00011005497],"about_ca_topic_score_codex":0.0062623397,"about_ca_topic_score_gemma":0.01437201,"teacher_disagreement_score":0.0069617354,"about_ca_system_score_codex":0.0017376893,"about_ca_system_score_gemma":0.0027687897,"threshold_uncertainty_score":0.03681761},"labels":[],"label_agreement":null},{"id":"W4409526931","doi":"10.5430/wjel.v15n5p322","title":"Investigating Methodological Trends of Hedging Strategies in Academic Discourse: A Systematic Literature Review","year":2025,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Public Relations and Crisis Communication","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":"Computer science; Epistemology; Management science; Economics; Philosophy","score_opus":0.057238546193195246,"score_gpt":0.4332348906006196,"score_spread":0.37599634440742435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409526931","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004834046,0.9908023,0.0011721245,0.0012015038,0.00025351232,0.0005783369,0.0005480866,0.000017246859,0.0005928202],"genre_scores_gemma":[0.049430076,0.9395399,0.0059115794,0.0016008171,0.00017747341,0.002297746,0.00080305827,0.000025909369,0.00021350253],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9407739,0.022678908,0.023204327,0.004279551,0.008185847,0.000877471],"domain_scores_gemma":[0.7484162,0.19341311,0.027766155,0.0042277323,0.024814088,0.0013628005],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.06276006,0.0015408017,0.005206621,0.03847317,0.0017372932,0.006690518,0.002636028,0.00261967,0.003822544],"category_scores_gemma":[0.22038765,0.001624107,0.005178681,0.03249194,0.0031172747,0.0098743895,0.0039552287,0.0020839782,0.0005795145],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015857296,0.000053170985,0.0046463017,0.8216834,0.0027334255,0.00024738707,0.00634108,0.00016848047,0.00035306433,0.0018569625,0.0024354623,0.15932278],"study_design_scores_gemma":[0.000058197165,0.00013977,0.0066483575,0.9450516,0.008359834,0.0004606742,0.006793079,0.00011993121,0.0003168194,0.00094858656,0.031041866,0.00006118067],"about_ca_topic_score_codex":0.00739651,"about_ca_topic_score_gemma":0.018893082,"teacher_disagreement_score":0.9615268,"about_ca_system_score_codex":0.0073174187,"about_ca_system_score_gemma":0.036716424,"threshold_uncertainty_score":0.33191097},"labels":[],"label_agreement":null},{"id":"W4409603239","doi":"10.61091/jcmcc127b-079","title":"A Modeling Study of Non-Heritage Cultural Communication Behavior under the Framework of Situational Cognition Based on Time Series Data Mining","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Public Relations and Crisis Communication","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":"Situational ethics; Series (stratigraphy); Cognition; Cultural heritage; Situation awareness; Time series; Data science; Psychology; Computer science; Social psychology; Geography; Engineering; Archaeology; Machine learning; Geology","score_opus":0.04147044364805681,"score_gpt":0.35089383564075244,"score_spread":0.30942339199269564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409603239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65113807,0.00026811237,0.34403318,0.00054078177,0.00003917257,0.000111524714,0.00032030971,0.00018626572,0.003362564],"genre_scores_gemma":[0.9786799,0.00019207706,0.019582393,0.00002121361,0.0000148659165,0.00011290324,0.00017850257,0.000009823812,0.0012083007],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994715,0.00021286315,0.00002878705,0.00015964957,0.0000625378,0.0000646866],"domain_scores_gemma":[0.99789834,0.0015000518,0.00028871727,0.000086438675,0.0001553063,0.000071128685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012743936,0.00059866847,0.00043464894,0.00078137394,0.0003520004,0.0010245211,0.000897397,0.00068434677,0.0011184908],"category_scores_gemma":[0.00384938,0.0002469902,0.0008961598,0.00079838675,0.00046898972,0.0012903565,0.0005246991,0.0009896061,0.00013546548],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019070199,0.00042052686,0.06770917,0.00020723855,0.0003341652,0.0007205922,0.0016757724,0.8355009,0.0027522044,0.0500819,0.0007997671,0.039607015],"study_design_scores_gemma":[0.0000022759975,0.000028169903,0.0025326272,0.0000046602117,0.000011647112,0.000018542973,0.00007633196,0.9948572,0.00011138427,0.0022177016,0.00013321244,0.0000063984967],"about_ca_topic_score_codex":0.014262708,"about_ca_topic_score_gemma":0.008901404,"teacher_disagreement_score":0.014262708,"about_ca_system_score_codex":0.0009518783,"about_ca_system_score_gemma":0.00078210805,"threshold_uncertainty_score":0.028359354},"labels":[],"label_agreement":null},{"id":"W4409623195","doi":"10.1111/nin.70021","title":"Digital Artifacts of Self‐Representation: A Critical Qualitative Analysis of Nursing Memes","year":2025,"lang":"en","type":"article","venue":"Nursing Inquiry","topic":"Public Relations and Crisis Communication","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 British Columbia; University of Victoria","funders":"","keywords":"Narrative; Sociology; Qualitative research; Narrative inquiry; Power (physics); Social media; Oppression; Critical theory; Psychology; Nursing; Epistemology; Social science; Politics; Medicine; Political science","score_opus":0.12675066954950687,"score_gpt":0.5217881429606847,"score_spread":0.3950374734111778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409623195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93715215,0.00096871174,0.022789234,0.006542076,0.00025924106,0.0015379371,0.0010049911,0.00009066035,0.029655034],"genre_scores_gemma":[0.97846895,0.0007613426,0.008809041,0.0013116675,0.00006435377,0.002236718,0.00025013636,0.00014582646,0.007952006],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98170483,0.01474457,0.00045765517,0.0008033883,0.0012999689,0.0009895444],"domain_scores_gemma":[0.9228826,0.06799644,0.002206569,0.002372897,0.0036662535,0.00087519735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021478057,0.00081889867,0.0007773712,0.0037922468,0.00925501,0.0062710377,0.0020473425,0.0018901672,0.0034994658],"category_scores_gemma":[0.04017729,0.00061135954,0.00040783078,0.0036212087,0.018888434,0.005432789,0.0067126104,0.0021437837,0.00041869227],"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":[0.000022095086,0.000014166743,0.00056997105,0.00014284685,0.0000020399302,0.00036051904,0.9913728,0.000027299875,0.0005732636,0.0027316438,0.0004184903,0.0037648506],"study_design_scores_gemma":[0.0000036928343,0.000017456936,0.0007255894,0.00025105206,0.000003964645,0.00014544236,0.9815237,0.00009007232,0.00065778306,0.0012203567,0.015352096,0.000008887504],"about_ca_topic_score_codex":0.003806347,"about_ca_topic_score_gemma":0.0067611067,"teacher_disagreement_score":0.021478057,"about_ca_system_score_codex":0.005659356,"about_ca_system_score_gemma":0.0048579406,"threshold_uncertainty_score":0.113588154},"labels":[],"label_agreement":null},{"id":"W4409795118","doi":"10.61091/jcmcc127b-489","title":"Natural Disaster Public Opinion Risk Management Based on Fuzzy Theory","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Natural disaster; Fuzzy logic; Public opinion; Risk management; Emergency management; Business; Risk analysis (engineering); Computer science; Environmental planning; Environmental science; Political science; Geography; Artificial intelligence; Law; Finance","score_opus":0.01449252816278904,"score_gpt":0.2973966271556778,"score_spread":0.2829040989928887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409795118","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1974868,0.00060119835,0.7776544,0.0011188576,0.00007864781,0.00030091597,0.0002631197,0.00022892632,0.022267107],"genre_scores_gemma":[0.95322686,0.0002902948,0.044163898,0.000062852,0.000043768898,0.00017915697,0.00014958708,0.000008551218,0.0018751092],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.997866,0.0004868075,0.00014252089,0.00036009037,0.00092308584,0.0002215034],"domain_scores_gemma":[0.9989042,0.0003605995,0.00016230863,0.00004560546,0.00044630168,0.000080945414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018264671,0.0006130017,0.00063619844,0.0027735059,0.001186875,0.0023133294,0.0010531994,0.0006150265,0.0020675599],"category_scores_gemma":[0.00412893,0.00021868221,0.001295222,0.0014654108,0.0008187824,0.0024749013,0.0012090817,0.00067891966,0.00020430773],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003289086,0.0004121431,0.039634112,0.00047081846,0.00042827928,0.000704552,0.0023285798,0.489865,0.0069483984,0.21516967,0.0068460675,0.2368635],"study_design_scores_gemma":[0.0000362135,0.0001059822,0.007033164,0.000047237478,0.00011760812,0.0001185952,0.00076843536,0.9227736,0.0015439892,0.06548446,0.0018903455,0.00008039581],"about_ca_topic_score_codex":0.008781283,"about_ca_topic_score_gemma":0.0049795546,"teacher_disagreement_score":0.008781283,"about_ca_system_score_codex":0.002425648,"about_ca_system_score_gemma":0.0019474336,"threshold_uncertainty_score":0.017599344},"labels":[],"label_agreement":null},{"id":"W4410119570","doi":"10.63772/jocmas.v9n1.1","title":"Social Media and Crisis Management During the Covid 19 Pandemic: An Analysis of the Twitter Activity of Five Key Ghanaian State Actors in the First Year of the Pandemic","year":2023,"lang":"en","type":"article","venue":"Journal of Communications Media And Society (JOCMAS)","topic":"Public Relations and Crisis Communication","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; Western University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Social media; Key (lock); 2019-20 coronavirus outbreak; Crisis communication; State (computer science); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Crisis management; Media studies; Sociology; Public relations; Virology; Medicine; Computer science; Computer security; Law","score_opus":0.06480119991457713,"score_gpt":0.3501143829617963,"score_spread":0.2853131830472192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410119570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952579,0.00019813384,0.000110335735,0.000967557,0.000022702283,0.00003663842,0.0006007848,0.000007029849,0.002798969],"genre_scores_gemma":[0.99750596,0.00036660908,0.00019543368,0.0001441175,0.000029741575,0.00004618034,0.000440704,0.0000073547217,0.0012638813],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99961036,0.00014994711,0.000031595675,0.00003398758,0.000059407772,0.00011473425],"domain_scores_gemma":[0.9975738,0.0010780166,0.00072668033,0.000051534906,0.00032126458,0.00024861365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006455243,0.00020074406,0.0002016203,0.0014873035,0.0010392689,0.0016207064,0.00022380867,0.00073190953,0.001801647],"category_scores_gemma":[0.003271774,0.00015438751,0.00015512416,0.002103449,0.0006189688,0.0020405944,0.00093988876,0.0005671997,0.00050412375],"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":[0.0005187343,0.00018943557,0.7088014,0.0005300453,0.00005901564,0.0034540477,0.21458009,0.0003767818,0.0035689338,0.0016631609,0.008886588,0.05737172],"study_design_scores_gemma":[0.000007924537,0.00011719566,0.69758195,0.00018414974,0.000023411656,0.00033188707,0.28371543,0.00082923163,0.0005013907,0.00027752982,0.01640318,0.000026715083],"about_ca_topic_score_codex":0.011137274,"about_ca_topic_score_gemma":0.020515017,"teacher_disagreement_score":0.011137274,"about_ca_system_score_codex":0.00079299393,"about_ca_system_score_gemma":0.00062534335,"threshold_uncertainty_score":0.022144914},"labels":[],"label_agreement":null},{"id":"W4410211419","doi":"10.1177/23294906251336137","title":"Book Review: The Art and Science of Public Relations &amp; Strategic Communication RodriguezN. (2024). The Art and Science of Public Relations &amp; Strategic Communication. Montreal: Pressbooks. https://uen.pressbooks.pub/stratcomm/","year":2025,"lang":"en","type":"article","venue":"Business and Professional Communication Quarterly","topic":"Public Relations and Crisis Communication","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":"Strategic communication; Science communication; Communication studies; Public relations; Organizational communication; Sociology; Media studies; Political science; Science education; Social science; Pedagogy","score_opus":0.06132496110628038,"score_gpt":0.35087569416397935,"score_spread":0.28955073305769896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410211419","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016786299,0.80157125,0.0008282881,0.046380963,0.0401379,0.000071444585,0.002403324,0.00040417863,0.1080348],"genre_scores_gemma":[0.0030840859,0.5642526,0.0012746191,0.015333506,0.019138137,0.00014155143,0.0031026716,0.0002952938,0.39337748],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986765,0.00015249997,0.00009782735,0.00011908307,0.00085736345,0.000096649834],"domain_scores_gemma":[0.9937104,0.0017456323,0.00045733212,0.00013785646,0.0033684145,0.00058032374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010852375,0.0014372721,0.0015813449,0.004071257,0.0009678616,0.004242973,0.0016661596,0.0021054088,0.11662062],"category_scores_gemma":[0.0071445405,0.000580708,0.0005331976,0.0063847713,0.0009495639,0.0031120528,0.0011956436,0.0034183124,0.0950805],"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":[0.00000336992,0.0000030000456,0.000016958707,0.00022886333,0.0000018162926,0.00000588531,0.000013055861,0.000011714521,0.000014105043,0.00044295052,0.97044647,0.028811786],"study_design_scores_gemma":[0.0000029186679,0.0000037854822,0.00021465667,0.00064270524,0.0000051223924,0.000046920195,0.000026602424,0.000011348895,0.000019894296,0.00051375147,0.9985073,0.000004953395],"about_ca_topic_score_codex":0.021488462,"about_ca_topic_score_gemma":0.049417574,"teacher_disagreement_score":0.11662062,"about_ca_system_score_codex":0.003188461,"about_ca_system_score_gemma":0.009597538,"threshold_uncertainty_score":0.39013487},"labels":[],"label_agreement":null},{"id":"W4411092153","doi":"10.1080/1062726x.2025.2513801","title":"Charting Multiple Avenues for the Future of Crisis Communication Research","year":2025,"lang":"en","type":"article","venue":"Journal of Public Relations Research","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Communications Research Centre Canada","funders":"","keywords":"Political science; Business; Public relations","score_opus":0.25604352970574545,"score_gpt":0.5320639471630091,"score_spread":0.27602041745726363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411092153","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007677814,0.10917246,0.023243172,0.81375927,0.0065503507,0.00021139436,0.00014754033,0.00017676393,0.039061256],"genre_scores_gemma":[0.5084039,0.2278024,0.14041808,0.07952099,0.020378767,0.0033591457,0.00042242662,0.00031817507,0.019376146],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9339818,0.049600326,0.0020111082,0.004239878,0.006638151,0.0035286895],"domain_scores_gemma":[0.8363777,0.12056589,0.006022901,0.00856206,0.018580258,0.009891196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.10728266,0.0018488702,0.0031474226,0.009090216,0.018005693,0.0425032,0.0061477837,0.022492655,0.014792883],"category_scores_gemma":[0.049040724,0.0015796835,0.0019773648,0.009617678,0.06928296,0.10730675,0.01987533,0.035474222,0.0023432672],"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":[0.00008062191,0.00012593185,0.000497446,0.0007975388,0.000020737372,0.00017520196,0.016336879,0.00047793353,0.00019190034,0.9387739,0.013783317,0.028738614],"study_design_scores_gemma":[0.000046362235,0.000086050095,0.00049956434,0.0028167248,0.000020212037,0.00017602163,0.055213284,0.0015572011,0.00022728462,0.8308286,0.10840142,0.00012726782],"about_ca_topic_score_codex":0.0033236234,"about_ca_topic_score_gemma":0.005493009,"teacher_disagreement_score":0.10728266,"about_ca_system_score_codex":0.014118784,"about_ca_system_score_gemma":0.033921394,"threshold_uncertainty_score":0.5673717},"labels":[],"label_agreement":null},{"id":"W4411139170","doi":"10.63315/jrcd.v20i2.2619","title":"Implementation of Risk Communication Initiatives of A Rural Government Radio Station In the Philippines","year":2025,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Business; Risk communication; Economic growth; Political science; Public administration; Economics; Risk analysis (engineering)","score_opus":0.021690585884231756,"score_gpt":0.33916565454476383,"score_spread":0.3174750686605321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411139170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99748397,0.00003120114,0.00036774957,0.00014553746,0.0000028630095,0.00006465853,0.000008997821,0.00001565593,0.0018794019],"genre_scores_gemma":[0.99849725,0.000060468414,0.0007822643,0.00003963593,0.0000042847805,0.00005840139,0.000011061502,0.0000021944768,0.00054449093],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99833554,0.0011268696,0.000041203883,0.00008375097,0.00020213044,0.00021065175],"domain_scores_gemma":[0.99529344,0.0021601801,0.00096212176,0.00024089462,0.0006776529,0.0006657714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027271542,0.00033278632,0.00011803485,0.00047342066,0.00097253977,0.00075656804,0.0006014351,0.0004368546,0.002171242],"category_scores_gemma":[0.006163729,0.00016548196,0.0001582238,0.00030272856,0.00056480634,0.00047497128,0.0011806553,0.00047211017,0.00025682492],"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":[0.0010335539,0.0048940107,0.4890834,0.0011130534,0.00015932963,0.002368987,0.1214194,0.004229601,0.024181774,0.0012112717,0.0011102832,0.34919527],"study_design_scores_gemma":[0.00011674455,0.016397852,0.80528444,0.0003045038,0.00021933799,0.00047115138,0.15253696,0.0050968877,0.0074417945,0.00043260027,0.01162333,0.00007426165],"about_ca_topic_score_codex":0.00517678,"about_ca_topic_score_gemma":0.0060658623,"teacher_disagreement_score":0.00517678,"about_ca_system_score_codex":0.00093095755,"about_ca_system_score_gemma":0.002271989,"threshold_uncertainty_score":0.014422715},"labels":[],"label_agreement":null},{"id":"W4412212101","doi":"","title":"Resituating crisis silencing and voicing crisis in everyday life","year":2025,"lang":"en","type":"book","venue":"","topic":"Public Relations and Crisis Communication","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":"Innovation Cluster (Canada)","funders":"","keywords":"Voice; Everyday life; Crisis communication; Political science; Linguistics; Public relations; Philosophy; Law","score_opus":0.023449087471721988,"score_gpt":0.3161653630677222,"score_spread":0.2927162755960002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412212101","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018343804,0.006652665,0.008527828,0.01121964,0.0013405924,0.000040656356,0.000027523636,0.00009189905,0.95375544],"genre_scores_gemma":[0.46218255,0.0057455646,0.0042126905,0.0041544056,0.00077350374,0.00011752795,0.00007354346,0.00020535967,0.52253485],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994386,0.00031163142,0.000010849479,0.000036962614,0.00012412261,0.00007779114],"domain_scores_gemma":[0.99937636,0.00037029112,0.000045789475,0.000053861833,0.000076338474,0.00007744913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094273454,0.00039768917,0.00019765807,0.00056650385,0.0026221692,0.0060020224,0.0007210593,0.0018119772,0.008895529],"category_scores_gemma":[0.002052827,0.00014522293,0.00019642971,0.0005018787,0.0074296314,0.0054151067,0.00274396,0.0027143788,0.0014842962],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024503692,0.00005450341,0.00050669827,0.00010224136,0.000004804909,0.00030326156,0.09059453,0.00030263662,0.00089263765,0.7100503,0.077247016,0.11991687],"study_design_scores_gemma":[0.0000096375,0.000045198776,0.002596268,0.00042084095,0.0000077396735,0.0006191639,0.11796537,0.00078397803,0.0012659469,0.26283497,0.61342794,0.000022931787],"about_ca_topic_score_codex":0.0043109446,"about_ca_topic_score_gemma":0.009375462,"teacher_disagreement_score":0.008895529,"about_ca_system_score_codex":0.0015865217,"about_ca_system_score_gemma":0.0017025103,"threshold_uncertainty_score":0.029758453},"labels":[],"label_agreement":null},{"id":"W4412224731","doi":"","title":"Stavefejl i aviserne i 1999 og 2019","year":2023,"lang":"da","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Public Relations and Crisis Communication","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":"World Federation of Science Journalists","funders":"","keywords":"Computer science","score_opus":0.04728444029925984,"score_gpt":0.2967801900629644,"score_spread":0.24949574976370456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412224731","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06528842,0.026992312,0.0029651672,0.013619471,0.020008715,0.0003353369,0.06590515,0.0012348674,0.80365056],"genre_scores_gemma":[0.08251932,0.007876861,0.0026271932,0.0017186165,0.0008299883,0.00019115032,0.024568293,0.0007863977,0.8788821],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99866426,0.00017316114,0.00013354124,0.0002475534,0.00046652538,0.00031486803],"domain_scores_gemma":[0.99938524,0.00011920419,0.00008668924,0.00007614255,0.00017013022,0.00016255518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015596695,0.00090775033,0.0008813621,0.0025130648,0.0020529735,0.009158555,0.0009994031,0.0027446852,0.14002326],"category_scores_gemma":[0.0025406652,0.0005662601,0.00070114003,0.0023806873,0.0008982521,0.0018052291,0.0035202005,0.00352989,0.076948605],"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":[0.0020346611,0.0004476628,0.008441072,0.0020764035,0.00008651957,0.0013260163,0.0036919063,0.0013067848,0.0045782235,0.0335967,0.58981544,0.35259858],"study_design_scores_gemma":[0.00003663409,0.00005408202,0.0041849837,0.0003097814,0.000009455583,0.00006806669,0.00060351734,0.00005409796,0.000626359,0.001168798,0.9928651,0.000019292791],"about_ca_topic_score_codex":0.025597952,"about_ca_topic_score_gemma":0.03488491,"teacher_disagreement_score":0.14002326,"about_ca_system_score_codex":0.0037317788,"about_ca_system_score_gemma":0.0041269283,"threshold_uncertainty_score":0.4684245},"labels":[],"label_agreement":null},{"id":"W4412268840","doi":"","title":"Imitation or innovation:A study of how journalist interns are socialised to idea presentation at morning meetings.","year":2013,"lang":"da","type":"article","venue":"Research at the University of Copenhagen (University of Copenhagen)","topic":"Public Relations and Crisis Communication","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":"World Federation of Science Journalists","funders":"","keywords":"Presentation (obstetrics); Imitation; Morning; Psychology; Sociology; Social psychology; Medicine","score_opus":0.1429395042831693,"score_gpt":0.36784732600995235,"score_spread":0.22490782172678306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412268840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98288256,0.00017949662,0.00090237544,0.0010242191,0.000047415808,0.0000420191,0.000015742007,0.000017726834,0.014888345],"genre_scores_gemma":[0.99602085,0.00009701025,0.00048688776,0.0002383378,0.000027816786,0.00005427208,0.00001515124,0.000016880778,0.0030428772],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9916841,0.0066489233,0.00011745502,0.0004218684,0.0006634238,0.00046417164],"domain_scores_gemma":[0.9261377,0.060069967,0.00698754,0.0022276184,0.0013353033,0.0032417944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072749173,0.00023236292,0.00032804278,0.0007871737,0.0031027265,0.005007278,0.0012807656,0.0022201152,0.0050019333],"category_scores_gemma":[0.06326506,0.00036717716,0.00028737035,0.0006213265,0.0052029593,0.0034862775,0.0029441407,0.0027967747,0.00072023587],"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":[0.00062111585,0.0007973084,0.052882053,0.00023913788,0.00005425729,0.00073933776,0.89953053,0.00022970182,0.0041704183,0.009029865,0.0018682875,0.029837968],"study_design_scores_gemma":[0.0001696942,0.0011695632,0.12518696,0.00024531138,0.00007883601,0.0010253054,0.82033587,0.0023151808,0.0017925522,0.0130547825,0.034478977,0.00014693431],"about_ca_topic_score_codex":0.0030153622,"about_ca_topic_score_gemma":0.00353832,"teacher_disagreement_score":0.0072749173,"about_ca_system_score_codex":0.0014090099,"about_ca_system_score_gemma":0.0015474485,"threshold_uncertainty_score":0.038473845},"labels":[],"label_agreement":null},{"id":"W4412368758","doi":"10.55016/ojs/jah.v2020y2020.71551","title":"Dialogical Breakdown and Covid-19: Solidarity and Disagreement in a Shared World","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Hermeneutics","topic":"Public Relations and Crisis Communication","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":"Dialogical self; Solidarity; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Sociology; Political science; Psychology; Social psychology; Virology; Medicine; Law; Internal medicine","score_opus":0.06956906014963112,"score_gpt":0.3436487376276687,"score_spread":0.2740796774780376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412368758","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33303708,0.008005057,0.13491009,0.12159541,0.001609531,0.00035941807,0.000109759785,0.0003136078,0.40006003],"genre_scores_gemma":[0.9912185,0.0003966639,0.0031503874,0.0014669318,0.00012036436,0.000095793854,0.000019965602,0.000047709178,0.0034836691],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9231987,0.06266515,0.0012943082,0.0031612494,0.006327394,0.0033531706],"domain_scores_gemma":[0.9710831,0.020556523,0.0024638204,0.0022413472,0.0017087605,0.0019465234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04083197,0.00092891353,0.0012246112,0.004067964,0.027504005,0.025648938,0.003157953,0.008309147,0.0047649313],"category_scores_gemma":[0.04446095,0.00095725514,0.0008679955,0.0028918462,0.10804568,0.032589354,0.03191413,0.013402393,0.0005996536],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023486029,0.0000121516905,0.00027614276,0.000051985116,0.000006805308,0.00035057275,0.45192242,0.00014634278,0.00020528871,0.5427863,0.0009808574,0.0032375797],"study_design_scores_gemma":[0.00003186153,0.000049947335,0.00044909923,0.0003265989,0.00001160817,0.00061075925,0.3696292,0.001214037,0.00035969418,0.54140395,0.08583592,0.000077319746],"about_ca_topic_score_codex":0.004979079,"about_ca_topic_score_gemma":0.0025063131,"teacher_disagreement_score":0.04083197,"about_ca_system_score_codex":0.008969719,"about_ca_system_score_gemma":0.008166435,"threshold_uncertainty_score":0.21594268},"labels":[],"label_agreement":null},{"id":"W4412866115","doi":"10.69931/001c.142843","title":"Tackling Wicked Problems in Risk and Crisis Communication Through Design Thinking: Insights From the ICRCC Conferences 2024 and 2025","year":2025,"lang":"en","type":"article","venue":"International Crisis and Risk Communication Association Reports","topic":"Public Relations and Crisis Communication","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":"Université de Sherbrooke","funders":"Université de Sherbrooke; University of Montana; Universität St. Gallen; Arizona State University; University of Southern Mississippi; North Dakota State University","keywords":"Wicked problem; Risk communication; Crisis communication; Design thinking; Engineering ethics; Sociology; Political science; Epistemology; Public relations; Business; Risk analysis (engineering); Computer science; Engineering; Economics; Management; Philosophy; Human–computer interaction","score_opus":0.02288300576078218,"score_gpt":0.3151385100157043,"score_spread":0.29225550425492214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412866115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52153885,0.007008747,0.22430906,0.04657349,0.0012998275,0.0011847615,0.00017039356,0.00040715543,0.19750778],"genre_scores_gemma":[0.92544764,0.0027173439,0.054181714,0.0029731914,0.000120087294,0.000995186,0.00013739482,0.00031408595,0.0131133],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.94403607,0.04574906,0.0010806639,0.0013900395,0.0051200893,0.0026240645],"domain_scores_gemma":[0.9234129,0.06494793,0.0019423795,0.003204095,0.0036891042,0.002803596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.051256567,0.0013018127,0.0006910639,0.0040348954,0.0093788635,0.01612489,0.0023606285,0.003846958,0.003490511],"category_scores_gemma":[0.034467924,0.0008901211,0.00097038964,0.0020781257,0.022872113,0.010366816,0.011524869,0.0070231855,0.000611234],"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":[0.0001249809,0.00025602407,0.0037342322,0.0011552093,0.000035504207,0.0010710709,0.7601238,0.0028949159,0.0021751858,0.15333015,0.005246442,0.06985257],"study_design_scores_gemma":[0.00008742563,0.00035351003,0.0024270427,0.001574716,0.000045487588,0.0011397696,0.68851525,0.0027743035,0.0032315112,0.08661754,0.21310176,0.00013173622],"about_ca_topic_score_codex":0.0019399344,"about_ca_topic_score_gemma":0.0030670275,"teacher_disagreement_score":0.051256567,"about_ca_system_score_codex":0.008577684,"about_ca_system_score_gemma":0.011559626,"threshold_uncertainty_score":0.27107388},"labels":[],"label_agreement":null},{"id":"W4413044124","doi":"10.5206/cjils-rcsib.v48i2.16479","title":"Twitter as an Information Dissemination Source for Delivering Crisis Information during the Outbreak of the COVID-19 Pandemic","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Information and Library Science","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Reputation; Pandemic; Coronavirus disease 2019 (COVID-19); Crisis communication; Information Dissemination; Public relations; Crisis management; Social media; Business; Identity (music); Political science; World Wide Web; Computer science; Medicine","score_opus":0.012599950502634474,"score_gpt":0.2865649870607066,"score_spread":0.27396503655807214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413044124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9638255,0.0011057843,0.001423789,0.0049081314,0.00014154607,0.0001567231,0.0009105256,0.000110829016,0.027417202],"genre_scores_gemma":[0.99454284,0.00073429826,0.0012749208,0.0003440929,0.00007080357,0.000056185283,0.000233645,0.000023705756,0.0027195585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985336,0.0008462825,0.00009013077,0.00007715465,0.0002693943,0.00018346531],"domain_scores_gemma":[0.9953452,0.002264821,0.0010961954,0.00018943385,0.0007790139,0.0003253815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001451091,0.0002741406,0.00020411088,0.0013652412,0.001721991,0.0032541782,0.0003234257,0.00077151076,0.0030511823],"category_scores_gemma":[0.0069098957,0.00016785252,0.00017707999,0.0014772008,0.00052880996,0.0035265055,0.0015999501,0.00060970633,0.0011876095],"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":[0.0018287109,0.0004876355,0.4038551,0.0024867717,0.00021638654,0.0039827693,0.23918697,0.0013391236,0.018302739,0.0071093095,0.026549952,0.29465458],"study_design_scores_gemma":[0.00007369247,0.0007607549,0.33719158,0.0012676782,0.0002906985,0.00172893,0.45332265,0.009586219,0.009284954,0.0019332228,0.18435709,0.00020245765],"about_ca_topic_score_codex":0.005647695,"about_ca_topic_score_gemma":0.009224153,"teacher_disagreement_score":0.005647695,"about_ca_system_score_codex":0.0010286381,"about_ca_system_score_gemma":0.0010394754,"threshold_uncertainty_score":0.011229634},"labels":[],"label_agreement":null},{"id":"W4413061284","doi":"10.1145/3715335.3735482","title":"Design Heuristics for Web-Based Severe Weather Risk Communication","year":2025,"lang":"en","type":"article","venue":"","topic":"Public Relations and Crisis Communication","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":"Computer science; Heuristics; Web application; World Wide Web","score_opus":0.03202927267215134,"score_gpt":0.33702226271346325,"score_spread":0.3049929900413119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413061284","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04040296,0.00015075097,0.9449225,0.00027020954,0.000059410737,0.00086641347,0.0003974263,0.004105493,0.008824843],"genre_scores_gemma":[0.3838336,0.00013125515,0.6109384,0.00015465356,0.000017064334,0.00070081,0.00090744067,0.00047299892,0.002843759],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99735767,0.0013888724,0.00019135982,0.00032598217,0.00046295012,0.0002731239],"domain_scores_gemma":[0.98472285,0.011537949,0.0004839063,0.0010843154,0.0017561386,0.00041490607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028671424,0.0008241491,0.0006935453,0.0016073739,0.0009548655,0.0026766632,0.001655542,0.0014419333,0.012675191],"category_scores_gemma":[0.020183936,0.00088407844,0.00078733277,0.0012069949,0.00080379064,0.002708669,0.0021206713,0.0013145718,0.0021481304],"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":[0.0015621176,0.0016157181,0.009206704,0.0010141626,0.00022427585,0.0006408708,0.0022352948,0.45401886,0.011433832,0.07410636,0.017754046,0.4261877],"study_design_scores_gemma":[0.00014116034,0.00014847312,0.00055005413,0.000056126468,0.00006680048,0.00008009631,0.00059656106,0.9597518,0.004378408,0.02686317,0.0073396917,0.000027698476],"about_ca_topic_score_codex":0.005669935,"about_ca_topic_score_gemma":0.009097508,"teacher_disagreement_score":0.012675191,"about_ca_system_score_codex":0.001243323,"about_ca_system_score_gemma":0.002437346,"threshold_uncertainty_score":0.042402744},"labels":[],"label_agreement":null},{"id":"W4413244096","doi":"10.3138/ctr.203.004","title":"Community Gathering: How a New Role Made Me Think Differently about Journalism","year":2025,"lang":"en","type":"article","venue":"Canadian Theatre Review","topic":"Public Relations and Crisis Communication","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":"Journalism; Embodied cognition; Perspective (graphical); Sociology; Media studies; Public relations; Political science; Visual arts; Art; Epistemology","score_opus":0.03113742628547142,"score_gpt":0.31077543432115207,"score_spread":0.2796380080356806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413244096","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008647749,0.30425024,0.003980661,0.5897667,0.021886293,0.000116908275,0.000117760945,0.00010170601,0.07113199],"genre_scores_gemma":[0.43172854,0.3077384,0.0074595315,0.18341064,0.015130755,0.00032839677,0.00021841814,0.0005066638,0.053478718],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9723955,0.01857917,0.0007558213,0.0012890304,0.004650775,0.0023297104],"domain_scores_gemma":[0.9510557,0.026597166,0.0016025387,0.002169091,0.012907602,0.0056679016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.037960593,0.00051660015,0.0007891279,0.0036865182,0.012671611,0.018749619,0.0030189552,0.006342151,0.0044245534],"category_scores_gemma":[0.03822074,0.00044601024,0.00070279633,0.0038397796,0.030520316,0.013268013,0.0051629483,0.011607561,0.000947982],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002391842,0.000055023072,0.0010526605,0.0036276928,0.000086319094,0.0006033756,0.12792034,0.00018919702,0.00095552497,0.3557378,0.35501182,0.15452105],"study_design_scores_gemma":[0.000023759489,0.000031043233,0.0010119855,0.0016885031,0.000024470906,0.00022016467,0.026088737,0.00004872217,0.00018629973,0.0093781985,0.96125436,0.000043796685],"about_ca_topic_score_codex":0.35608712,"about_ca_topic_score_gemma":0.5189312,"teacher_disagreement_score":0.35608712,"about_ca_system_score_codex":0.029335093,"about_ca_system_score_gemma":0.049002424,"threshold_uncertainty_score":0.7080289},"labels":[],"label_agreement":null},{"id":"W4413364778","doi":"10.1136/leader-2024-000977","title":"Leveraging local knowledge for crisis management: a practice-based approach to managing uncertainty in healthcare during COVID-19","year":2025,"lang":"en","type":"article","venue":"BMJ Leader","topic":"Public Relations and Crisis Communication","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":"Desjardins; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Business Development Bank of Canada; HEC Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Knowledge translation; Knowledge management; Health care; Adaptation (eye); Neglect; Crisis management; Coronavirus disease 2019 (COVID-19); Business; Leverage (statistics); Public relations; Medicine; Political science; Nursing; Psychology; Computer science","score_opus":0.08490913051840009,"score_gpt":0.4357711255520106,"score_spread":0.3508619950336105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413364778","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33960247,0.006629079,0.34234068,0.1520281,0.0012376634,0.0035752917,0.00016196044,0.0008177277,0.15360703],"genre_scores_gemma":[0.8994712,0.001894936,0.09014706,0.0029885294,0.00013560396,0.0006960351,0.000050084065,0.00008436945,0.0045320923],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.94481796,0.04639352,0.0010921431,0.0027079477,0.002580654,0.0024077587],"domain_scores_gemma":[0.9497843,0.032932624,0.004112724,0.0042859185,0.003609291,0.0052750944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04953589,0.0009986755,0.00074167724,0.0049272426,0.014455439,0.021031162,0.0066046533,0.005355066,0.0060504945],"category_scores_gemma":[0.04490404,0.00083992525,0.0010256642,0.0024366758,0.034241714,0.014493468,0.028826594,0.0064753597,0.0009181529],"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":[0.00009566152,0.00049494684,0.007670769,0.0012507142,0.0000858311,0.0020539036,0.7763741,0.0016060284,0.0014567713,0.049955197,0.0064654658,0.15249062],"study_design_scores_gemma":[0.000053426153,0.00042766918,0.0032479411,0.0024622728,0.00008458047,0.0011927433,0.8296109,0.00362267,0.001421674,0.07484335,0.082918346,0.000114471106],"about_ca_topic_score_codex":0.004459478,"about_ca_topic_score_gemma":0.012602749,"teacher_disagreement_score":0.04953589,"about_ca_system_score_codex":0.013552266,"about_ca_system_score_gemma":0.033464756,"threshold_uncertainty_score":0.26197392},"labels":[],"label_agreement":null},{"id":"W4413430909","doi":"10.1080/1062726x.2025.2548682","title":"Final Reflections: Correcting Misrepresentations and Charting Future Directions in Crisis Communication Research Through an Evidence-Based Lens","year":2025,"lang":"en","type":"article","venue":"Journal of Public Relations Research","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Communications Research Centre Canada","funders":"","keywords":"Through-the-lens metering; Political science; Lens (geology); Public relations; Psychology; Optics","score_opus":0.5263552454764311,"score_gpt":0.5794770691104519,"score_spread":0.05312182363402085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413430909","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00080978486,0.0050613657,0.00649781,0.9677325,0.017722668,0.00008371048,0.000060583578,0.00009086497,0.0019406871],"genre_scores_gemma":[0.121278785,0.026972814,0.09126161,0.71342963,0.03088538,0.0016862156,0.0002752695,0.0005941361,0.013616198],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.7834411,0.15968561,0.015605821,0.008393121,0.02699601,0.005878243],"domain_scores_gemma":[0.466561,0.37751204,0.018351397,0.032289885,0.09379156,0.011494092],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.26106286,0.002291771,0.0023139964,0.007012357,0.011774936,0.03473789,0.008643577,0.021463443,0.006961306],"category_scores_gemma":[0.45132715,0.0012180232,0.00243507,0.004442258,0.055857595,0.042810507,0.020555515,0.060554598,0.0028490832],"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":[0.00022365918,0.00015645019,0.0013967572,0.0022461992,0.00010230326,0.00059918436,0.060821064,0.0009068561,0.0005911178,0.4022428,0.4467902,0.08392348],"study_design_scores_gemma":[0.00007152608,0.00012964319,0.0005918879,0.007812939,0.000103014165,0.00042376432,0.07913359,0.0013975677,0.001427433,0.30431488,0.6043718,0.00022200031],"about_ca_topic_score_codex":0.010292696,"about_ca_topic_score_gemma":0.008788279,"teacher_disagreement_score":0.26106286,"about_ca_system_score_codex":0.018666536,"about_ca_system_score_gemma":0.046404142,"threshold_uncertainty_score":0.91124105},"labels":[],"label_agreement":null},{"id":"W4413619640","doi":"10.64628/aam.gw959yppn","title":"Disconnected: Can universities surpass brand image to make their social media relevant?","year":2017,"lang":"en","type":"article","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Brand image; Image (mathematics); Social media; Advertising; Business; Computer science; Sociology; Computer vision; World Wide Web","score_opus":0.033506706254760606,"score_gpt":0.31863009856218844,"score_spread":0.28512339230742784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413619640","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38294968,0.0016258411,0.0044529294,0.14832483,0.0019454575,0.000064289095,0.0002486063,0.00033507706,0.46005335],"genre_scores_gemma":[0.9802199,0.0004310409,0.0004977629,0.007218512,0.00039141462,0.000018669376,0.000053047286,0.00009251954,0.011077],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967794,0.001256328,0.000086355576,0.0003161176,0.00087660167,0.00068520923],"domain_scores_gemma":[0.979542,0.007135421,0.002326829,0.001889452,0.0027759508,0.0063302326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040597348,0.0004279591,0.00043836434,0.0018195438,0.005001777,0.02062501,0.0016266381,0.005552826,0.039848242],"category_scores_gemma":[0.03241854,0.00033616222,0.0004055508,0.0017073326,0.0087209055,0.020490384,0.007136772,0.005673587,0.0059554176],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012580942,0.0016113059,0.06227513,0.000544425,0.0001563061,0.0006560937,0.05446457,0.0005889639,0.0044823512,0.51714754,0.07764619,0.27916902],"study_design_scores_gemma":[0.00026653562,0.00058106077,0.06148665,0.00081334525,0.00026310852,0.0004393493,0.13409293,0.0024653468,0.0053375214,0.5469747,0.2470735,0.0002059661],"about_ca_topic_score_codex":0.0034274014,"about_ca_topic_score_gemma":0.0053177387,"teacher_disagreement_score":0.039848242,"about_ca_system_score_codex":0.0033947953,"about_ca_system_score_gemma":0.004522164,"threshold_uncertainty_score":0.13330561},"labels":[],"label_agreement":null},{"id":"W4413966498","doi":"10.1108/jcom-09-2024-0144","title":"Exploring social media dialogic communication strategies in the oil and gas industry: practitioner, organization and audience perspectives","year":2025,"lang":"en","type":"article","venue":"Journal of Communication Management","topic":"Public Relations and Crisis Communication","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":"Mount Royal University","funders":"","keywords":"Dialogic; Public relations; Social media; Business; Sociology; Political science; Pedagogy","score_opus":0.07805186994580839,"score_gpt":0.33854347090347836,"score_spread":0.26049160095767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413966498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86546206,0.00808259,0.016462047,0.029558951,0.00030207215,0.00041099795,0.00011412577,0.0000988298,0.079508275],"genre_scores_gemma":[0.9897802,0.0023729044,0.0034293681,0.0011606548,0.00004138335,0.00014859647,0.000027309148,0.000024721077,0.0030148237],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.97666126,0.01762047,0.00043739702,0.0008549496,0.002715048,0.0017107792],"domain_scores_gemma":[0.9548064,0.03566369,0.0016896147,0.00055768405,0.0047974586,0.0024851768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.027503526,0.00069544284,0.00051468867,0.0043572797,0.011232331,0.0106142005,0.0014273789,0.0027480833,0.003933213],"category_scores_gemma":[0.020931588,0.0003796666,0.00034564213,0.003584575,0.0107629895,0.007594602,0.007801562,0.002944971,0.00036632473],"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":[0.000028483666,0.000033874647,0.003829911,0.0003813279,0.0000070856427,0.00057330664,0.9686318,0.000069620764,0.00095335755,0.006968274,0.0006768539,0.017846089],"study_design_scores_gemma":[0.0000043159343,0.000026239588,0.0016092001,0.00032632303,0.000006550001,0.00014190238,0.97655225,0.00018169852,0.00030189473,0.0014000761,0.019439258,0.00001028662],"about_ca_topic_score_codex":0.041832335,"about_ca_topic_score_gemma":0.07875388,"teacher_disagreement_score":0.041832335,"about_ca_system_score_codex":0.014434592,"about_ca_system_score_gemma":0.023944177,"threshold_uncertainty_score":0.14545423},"labels":[],"label_agreement":null},{"id":"W4414308971","doi":"10.1108/qrj-03-2025-0086","title":"Hearing the unheard: an integrative review on telephone interviewing in public safety research","year":2025,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Public Relations and Crisis Communication","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":"Memorial University of Newfoundland","funders":"","keywords":"Interview; Reflexivity; Qualitative research; Thematic analysis; Conversation; Poison control; Phone; Interpersonal communication; Grounded theory; Vulnerability (computing)","score_opus":0.6019802777451257,"score_gpt":0.6649542656383078,"score_spread":0.06297398789318209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414308971","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000415227,0.99643046,0.0010252831,0.0009870989,0.0003855425,0.00010358034,0.00002626312,0.00000749208,0.00061913056],"genre_scores_gemma":[0.008098119,0.986495,0.0036224555,0.0008268028,0.00028870915,0.0005338138,0.000033396933,0.000015961064,0.00008581219],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9317938,0.051305808,0.008901775,0.0022764832,0.0050841854,0.00063791836],"domain_scores_gemma":[0.622205,0.34936792,0.009652029,0.00469377,0.013044464,0.0010369198],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05737389,0.0012468398,0.0030693393,0.012118434,0.0019086638,0.006463808,0.0027163015,0.0031678563,0.0034436157],"category_scores_gemma":[0.16226836,0.0010636714,0.0024115052,0.014800724,0.0041010273,0.0063199857,0.0040813754,0.0032707292,0.00061849173],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001583132,0.000097752956,0.0010055129,0.46982655,0.0008172193,0.00016992557,0.0134030385,0.0003444023,0.0004266336,0.009931481,0.00841601,0.49540308],"study_design_scores_gemma":[0.00003407424,0.0001763373,0.0020629629,0.803798,0.0019071001,0.00050266774,0.0074870633,0.00023055664,0.00038176536,0.004322723,0.17902657,0.000070259026],"about_ca_topic_score_codex":0.006121548,"about_ca_topic_score_gemma":0.012338511,"teacher_disagreement_score":0.9426261,"about_ca_system_score_codex":0.0062483405,"about_ca_system_score_gemma":0.01896331,"threshold_uncertainty_score":0.3034258},"labels":[],"label_agreement":null},{"id":"W4414528314","doi":"10.1007/978-3-032-01995-0_4","title":"Prospects and Recommendations for the Future","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Public Relations and Crisis Communication","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":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Diplomacy; Futures contract; Reflection (computer programming); Disinformation; Adaptability","score_opus":0.028421684731485736,"score_gpt":0.3290860330550161,"score_spread":0.3006643483235304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414528314","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010576745,0.14200808,0.0022921017,0.5940171,0.020279448,0.000085732,0.0003988205,0.00024279232,0.23961824],"genre_scores_gemma":[0.032734606,0.26994696,0.013042114,0.11099043,0.012939169,0.0007264465,0.00095595105,0.00023783957,0.55842656],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851793,0.0006646353,0.000054052583,0.000119052136,0.00034182618,0.00030247265],"domain_scores_gemma":[0.99533254,0.0020412756,0.00016782599,0.00014556467,0.0011321894,0.001180693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005022048,0.00068276963,0.0010280698,0.0020776659,0.0031075203,0.01078328,0.0023694513,0.008343227,0.1365851],"category_scores_gemma":[0.0073881582,0.00036220744,0.0006550483,0.002451008,0.0046429103,0.013683524,0.0042118323,0.006746594,0.019005502],"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":[0.000062281884,0.00008904527,0.00023482868,0.0005311575,0.000008211762,0.00012267032,0.0007053927,0.0006052082,0.00013374764,0.38224104,0.50581205,0.10945438],"study_design_scores_gemma":[0.000019031488,0.000018490899,0.00028509973,0.000989043,0.0000064868873,0.00006872503,0.004752381,0.00029711315,0.000052265044,0.11267266,0.88081414,0.00002454138],"about_ca_topic_score_codex":0.014633798,"about_ca_topic_score_gemma":0.026843008,"teacher_disagreement_score":0.1365851,"about_ca_system_score_codex":0.00503988,"about_ca_system_score_gemma":0.012487253,"threshold_uncertainty_score":0.4569227},"labels":[],"label_agreement":null},{"id":"W4414549286","doi":"10.1007/978-3-032-01995-0_2","title":"Presentation of the Results of the Study","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Public Relations and Crisis Communication","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":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Presentation (obstetrics); Empirical research; Data presentation; Data Protection Act 1998; Digital data; Confidentiality","score_opus":0.04171498561493412,"score_gpt":0.3456102298764477,"score_spread":0.30389524426151354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414549286","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.106695145,0.0030888177,0.013718944,0.02425465,0.0049064527,0.0034320552,0.018632872,0.0006374735,0.82463354],"genre_scores_gemma":[0.16849497,0.0031559945,0.006774786,0.006758573,0.0009869767,0.0029408913,0.0046094493,0.0003966767,0.8058816],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976592,0.0009982238,0.00006346939,0.00012173038,0.00092069333,0.00023666972],"domain_scores_gemma":[0.99212307,0.003720461,0.00020408377,0.00041144868,0.0031367568,0.00040408815],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004443287,0.0006588613,0.00040016393,0.0020339186,0.002064626,0.003477474,0.0011628064,0.00111602,0.12843573],"category_scores_gemma":[0.017505268,0.0001662349,0.0005487404,0.0018780688,0.00093076733,0.0012129113,0.001681061,0.0009174817,0.046146635],"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":[0.0012641147,0.0010198609,0.019959632,0.0016709866,0.000054139506,0.0024935505,0.024014886,0.000897487,0.0044362354,0.043132775,0.5798421,0.32121426],"study_design_scores_gemma":[0.000066625544,0.00041010499,0.055044435,0.0012698706,0.00009915529,0.0011257546,0.106040485,0.0007786118,0.006425067,0.02020702,0.8084459,0.00008699716],"about_ca_topic_score_codex":0.010107137,"about_ca_topic_score_gemma":0.008958743,"teacher_disagreement_score":0.87156427,"about_ca_system_score_codex":0.0021762725,"about_ca_system_score_gemma":0.004299135,"threshold_uncertainty_score":0.42966032},"labels":[],"label_agreement":null},{"id":"W4415763144","doi":"10.1080/13669877.2025.2579317","title":"How is artificial intelligence shaping crisis communication? A systematic review and future research agenda","year":2025,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"North Carolina State University","keywords":"Applications of artificial intelligence; Systematic review","score_opus":0.2564803663828644,"score_gpt":0.5213040542549366,"score_spread":0.2648236878720722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415763144","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00065239484,0.9967963,0.00023880083,0.0014960935,0.00018652286,0.000090422036,0.00012410985,0.0000060551606,0.0004093493],"genre_scores_gemma":[0.00720488,0.9907161,0.00059434224,0.0009704115,0.00014499707,0.00019385476,0.00009515971,0.0000044108874,0.00007587046],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9909506,0.004260919,0.0027197187,0.00056813064,0.001214268,0.00028638137],"domain_scores_gemma":[0.91628754,0.06648546,0.0076879147,0.0011775398,0.007573612,0.0007879521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015803203,0.0008510169,0.0038079186,0.012561086,0.00081780116,0.0045850696,0.0012477469,0.0021598798,0.0046229856],"category_scores_gemma":[0.066751994,0.00075516774,0.003880178,0.0148178395,0.0014215676,0.0051078447,0.0017392484,0.0018273462,0.0004938302],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014842837,0.000052854168,0.0025747863,0.74759084,0.003174928,0.00021869723,0.001515531,0.00019964956,0.00019357898,0.0034833218,0.007398502,0.23344886],"study_design_scores_gemma":[0.0000482017,0.00009713907,0.004180016,0.9072865,0.009093354,0.00035885785,0.0018644255,0.00011339642,0.00010994028,0.0021662198,0.07463955,0.000042350843],"about_ca_topic_score_codex":0.0065068244,"about_ca_topic_score_gemma":0.018259902,"teacher_disagreement_score":0.015803203,"about_ca_system_score_codex":0.0035184047,"about_ca_system_score_gemma":0.022521375,"threshold_uncertainty_score":0.08357632},"labels":[],"label_agreement":null},{"id":"W4415958712","doi":"10.17269/s41997-025-01121-6","title":"“Just be honest with us”: A qualitative analysis of Canadians’ public trust during the COVID-19 pandemic","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University; University of British Columbia; Carleton University; Université Laval; Université de Montréal; University of Saskatchewan; Saskatchewan Health; Saskatchewan Health Authority","funders":"National Institute of Mental Health","keywords":"Pandemic; Public trust; Government (linguistics); Qualitative analysis; Public health; Qualitative research; Coronavirus disease 2019 (COVID-19)","score_opus":0.16798078839003422,"score_gpt":0.4394903381788646,"score_spread":0.2715095497888304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415958712","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9468085,0.00092085387,0.0011752353,0.02541547,0.00030642847,0.00041011014,0.00054936536,0.000026564292,0.024387302],"genre_scores_gemma":[0.99337316,0.00032402592,0.0003405055,0.0029261636,0.000029102655,0.0001778897,0.00012720248,0.000037592232,0.0026643607],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96986705,0.014460652,0.000686414,0.001635081,0.0037319397,0.00961895],"domain_scores_gemma":[0.9286492,0.038594466,0.005446282,0.0015996357,0.014889371,0.010820977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.028652774,0.0007631748,0.0011801146,0.0038407883,0.055608068,0.01470353,0.0059812996,0.0056362483,0.0055727963],"category_scores_gemma":[0.06553583,0.0012949915,0.00071585807,0.006993751,0.031133233,0.0075219492,0.0128462,0.013395421,0.00033102007],"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":[0.000019409188,0.000012522769,0.0018586988,0.000040937062,0.0000032003165,0.00013693376,0.99483114,0.000018269677,0.00006216249,0.0012742898,0.00093363476,0.0008088902],"study_design_scores_gemma":[0.0000016368634,0.0000041078124,0.0010857758,0.000054540087,0.0000019029843,0.000010938497,0.99577516,0.000018017205,0.000014706085,0.000090355425,0.0029342312,0.0000086339405],"about_ca_topic_score_codex":0.9388852,"about_ca_topic_score_gemma":0.9601398,"teacher_disagreement_score":0.13807395,"about_ca_system_score_codex":0.13807395,"about_ca_system_score_gemma":0.19993648,"threshold_uncertainty_score":0.99971205},"labels":[],"label_agreement":null},{"id":"W4416001491","doi":"10.5465/amproc.2025.18626abstract","title":"Coordinating Frontline Expertise in a Multi-Front Crisis","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Leverage (statistics); Health care; Crisis response; Order (exchange); Work (physics); Qualitative research; Healthcare system; Field (mathematics); Face (sociological concept)","score_opus":0.03862351972300958,"score_gpt":0.36839931207395293,"score_spread":0.32977579235094334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416001491","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9274257,0.00055331516,0.0117786145,0.02893833,0.00016158183,0.00023953988,0.00009742972,0.000104135914,0.03070131],"genre_scores_gemma":[0.99516296,0.00011018873,0.0017234888,0.0012059731,0.000029012857,0.000038821792,0.000019232186,0.000013660547,0.0016965575],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98695093,0.008480682,0.0002566492,0.00066438795,0.00073614443,0.0029112576],"domain_scores_gemma":[0.9845077,0.0059660836,0.002147629,0.00083856215,0.0015799458,0.004960147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009752056,0.00041124082,0.00043806733,0.0014392149,0.013837857,0.0075134644,0.002118768,0.0031929791,0.008200795],"category_scores_gemma":[0.014016077,0.0005522554,0.000273119,0.0009038829,0.0073523144,0.006838254,0.0118868565,0.0030855706,0.0009849773],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004603077,0.0009772783,0.04454434,0.00058756856,0.000075941534,0.009259019,0.7961157,0.0032680107,0.0048547597,0.037039995,0.03196598,0.07085111],"study_design_scores_gemma":[0.000029048751,0.0002352075,0.006440898,0.00020013098,0.000011520477,0.0006364852,0.9501405,0.0014543636,0.0005794036,0.008387859,0.0318482,0.00003631028],"about_ca_topic_score_codex":0.0063329926,"about_ca_topic_score_gemma":0.010184976,"teacher_disagreement_score":0.013837857,"about_ca_system_score_codex":0.00837007,"about_ca_system_score_gemma":0.0111882975,"threshold_uncertainty_score":0.060729384},"labels":[],"label_agreement":null},{"id":"W4416075253","doi":"10.1093/ct/qtaf031","title":"Statues and culture wars. How statues communicatively constitute organizational cultures in conflictual situations","year":2025,"lang":"en","type":"article","venue":"Communication Theory","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Statue; Organizational culture; Dimension (graph theory)","score_opus":0.014641055135257222,"score_gpt":0.3409463424114874,"score_spread":0.3263052872762302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416075253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.631643,0.003203258,0.053715996,0.027899895,0.0005238149,0.00013629194,0.000089651185,0.0001559876,0.28263205],"genre_scores_gemma":[0.9976133,0.0001405952,0.0008864197,0.00022507366,0.000031932126,0.000021760125,0.000011930002,0.000021615839,0.0010472139],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9806825,0.014485801,0.00052638195,0.0010824822,0.0018161259,0.0014066615],"domain_scores_gemma":[0.9550736,0.029789215,0.0068084,0.0031132684,0.0025302414,0.002685258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01566032,0.0006463785,0.0005557283,0.00493036,0.010281661,0.01574834,0.0015988088,0.0036579221,0.004976595],"category_scores_gemma":[0.044309635,0.0007861497,0.00048174502,0.0025318614,0.060244277,0.026732491,0.013623911,0.0059870747,0.0005003938],"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":[0.00008359183,0.000039090402,0.005896382,0.00012062507,0.00002334553,0.00031094233,0.4200235,0.0003542556,0.0006660015,0.55591965,0.00090712134,0.01565549],"study_design_scores_gemma":[0.000029438566,0.000100358324,0.0092435405,0.00034367942,0.00003379561,0.0005702732,0.4675314,0.002358963,0.0009966848,0.47548822,0.043193735,0.00010989751],"about_ca_topic_score_codex":0.0027235926,"about_ca_topic_score_gemma":0.0024075417,"teacher_disagreement_score":0.01574834,"about_ca_system_score_codex":0.004366101,"about_ca_system_score_gemma":0.002812807,"threshold_uncertainty_score":0.082820654},"labels":[],"label_agreement":null},{"id":"W4416078739","doi":"10.1007/978-3-031-51650-4_88-1","title":"Crisis Management","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Public Relations and Crisis Communication","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":"Trent University","funders":"","keywords":"Crisis management; Contingency plan; Contingency; Field (mathematics); Financial crisis; Risk management; Currency; Contingency theory","score_opus":0.023925935647673004,"score_gpt":0.3137102165701642,"score_spread":0.2897842809224912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416078739","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00037462165,0.0026926459,0.0022192488,0.0033309313,0.00091006985,0.000048807226,0.00012405707,0.00017140541,0.9901282],"genre_scores_gemma":[0.0038299907,0.0018158655,0.0008690826,0.00080785295,0.00020559436,0.000033413628,0.00012675533,0.000044665874,0.9922667],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997193,0.0000545051,0.000011028844,0.000039694773,0.0001329685,0.000042417654],"domain_scores_gemma":[0.9997365,0.000042569016,0.000013782427,0.0000341229,0.000106591404,0.00006648174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004838998,0.0006340239,0.00024723052,0.0010671959,0.001554652,0.0038368406,0.00063351984,0.0012056092,0.16378999],"category_scores_gemma":[0.0009837413,0.00022705548,0.00019249051,0.0009790638,0.0007322301,0.002128838,0.0014907198,0.0016278217,0.07116108],"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":[0.000009821733,0.000034669174,0.00009345121,0.0000816653,0.0000017838632,0.000048139074,0.00057401153,0.00016832838,0.00030136906,0.09172685,0.6825937,0.22436638],"study_design_scores_gemma":[0.0000011358659,0.0000037108175,0.00012234015,0.0000577706,5.645317e-7,0.00003387806,0.00017176958,0.000077629564,0.000061078696,0.0068557328,0.9926125,0.0000018262834],"about_ca_topic_score_codex":0.0037169224,"about_ca_topic_score_gemma":0.010204396,"teacher_disagreement_score":0.16378999,"about_ca_system_score_codex":0.0017003542,"about_ca_system_score_gemma":0.0022331977,"threshold_uncertainty_score":0.5479321},"labels":[],"label_agreement":null},{"id":"W4416309081","doi":"10.1111/1468-5973.70092","title":"Typology of Image Crises Using Large Language Models: A Novel Approach to Crisis Classification","year":2025,"lang":"en","type":"article","venue":"Journal of Contingencies and Crisis Management","topic":"Public Relations and Crisis Communication","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":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Typology; Identification (biology); Relevance (law); Crisis management; Annotation; Analytics; Ideology","score_opus":0.05923228615207815,"score_gpt":0.3567551333316073,"score_spread":0.29752284717952915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416309081","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27609923,0.0005053973,0.70705193,0.0017171499,0.00013808394,0.0006583955,0.003049235,0.005720185,0.0050602956],"genre_scores_gemma":[0.81021506,0.000120916615,0.18457884,0.00021478397,0.000067607725,0.00035950463,0.0028781649,0.00017364169,0.001391424],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99833435,0.00092651753,0.00012541693,0.00032964716,0.0001750339,0.00010904574],"domain_scores_gemma":[0.9926944,0.00517606,0.00047758507,0.00069465424,0.0007576185,0.00019971823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024103664,0.000991258,0.00042723847,0.0038149795,0.00065500994,0.0021766773,0.0011076423,0.0009809172,0.002573988],"category_scores_gemma":[0.009632638,0.00036283123,0.0010960564,0.0014646867,0.00074799056,0.0027689515,0.0021326656,0.0020772556,0.0011866168],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010160647,0.00090263126,0.092684396,0.0006167221,0.0003744288,0.0011986316,0.005878137,0.1392083,0.020262657,0.016791767,0.018655436,0.7024108],"study_design_scores_gemma":[0.000016484211,0.00006831793,0.005918181,0.000049528084,0.000038701695,0.00014721657,0.0009928546,0.9738463,0.0028306276,0.013280112,0.0027787548,0.000032907596],"about_ca_topic_score_codex":0.00526677,"about_ca_topic_score_gemma":0.0072080204,"teacher_disagreement_score":0.00526677,"about_ca_system_score_codex":0.0010647364,"about_ca_system_score_gemma":0.0011614187,"threshold_uncertainty_score":0.012747407},"labels":[],"label_agreement":null},{"id":"W4416360728","doi":"10.1080/1062726x.2025.2587611","title":"Organizational Crisis Confidence Based on Ability and Perceived Integrity: A Framework for Development and Delineation of an Overlooked Aspect of Crisis Communication","year":2025,"lang":"en","type":"article","venue":"Journal of Public Relations Research","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Communications Research Centre Canada","funders":"","keywords":"Crisis communication; Crisis response; Crisis management; Risk communication","score_opus":0.1253796219206112,"score_gpt":0.45097669097938003,"score_spread":0.32559706905876884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416360728","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26302233,0.0060405945,0.38057828,0.0721659,0.0006327727,0.0004606954,0.00028705108,0.00019759196,0.27661473],"genre_scores_gemma":[0.9874736,0.0004671,0.010540345,0.00041900892,0.000091199465,0.000108360415,0.00003886478,0.000014509057,0.0008469999],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9945701,0.003159641,0.00035981432,0.00039450923,0.00090526184,0.00061071676],"domain_scores_gemma":[0.98658955,0.0060576145,0.0025294882,0.0009082454,0.002388184,0.0015269502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007462787,0.00060788705,0.0004788193,0.0051552975,0.0022350939,0.008752116,0.0016859776,0.0021845857,0.0032988333],"category_scores_gemma":[0.016884627,0.00033659404,0.00063059793,0.0021066803,0.01932518,0.011225174,0.007434338,0.0044330917,0.00028715178],"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":[0.000038995244,0.00006688363,0.00851893,0.00014805353,0.000019634539,0.00023829349,0.03750553,0.0010992927,0.00034431304,0.92904454,0.0010251172,0.02195034],"study_design_scores_gemma":[0.000026311563,0.00019512048,0.01509436,0.00086058193,0.000056073495,0.0006819187,0.06033841,0.01054485,0.0004812782,0.8777259,0.033856355,0.00013886744],"about_ca_topic_score_codex":0.0039316686,"about_ca_topic_score_gemma":0.0023159073,"teacher_disagreement_score":0.008752116,"about_ca_system_score_codex":0.004107118,"about_ca_system_score_gemma":0.005040799,"threshold_uncertainty_score":0.039467454},"labels":[],"label_agreement":null},{"id":"W4416766368","doi":"10.11114/smc.v14i1.8017","title":"Framing the Gaza Crisis: A Comparative Analysis of Trudeau’s and Biden’s Social Media Narratives","year":2025,"lang":"","type":"article","venue":"Studies in Media and Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Politics; Humanitarian crisis; Narrative; Social media; International relations; Social movement; Political communication; Political opportunity","score_opus":0.08702408708991313,"score_gpt":0.42301793759809203,"score_spread":0.33599385050817887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416766368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9271133,0.0024833442,0.0007742609,0.006779008,0.0002200016,0.000102213206,0.00028100068,0.000024669893,0.062222186],"genre_scores_gemma":[0.9942637,0.0011178849,0.00035666372,0.000488062,0.00003252833,0.00006641692,0.00015874958,0.00003517953,0.0034807348],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99430954,0.0035611375,0.00016082906,0.0003688226,0.00069715333,0.0009023788],"domain_scores_gemma":[0.9920546,0.004930764,0.0008103026,0.00040978225,0.0011434162,0.00065118086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0076309424,0.00078269554,0.00042805562,0.0061367108,0.017143367,0.012203165,0.001270205,0.0017417106,0.0035070411],"category_scores_gemma":[0.014885093,0.00061879476,0.00028600096,0.005885919,0.01242289,0.006361638,0.0060356786,0.0029745377,0.0004415605],"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":[0.000032882304,0.000009002193,0.0031484333,0.000044282508,0.0000057527227,0.00041549053,0.9863353,0.000020008516,0.00020282838,0.0050809914,0.0012785736,0.0034264426],"study_design_scores_gemma":[0.0000022760105,0.0000065629947,0.002909348,0.000077224446,0.0000041281673,0.000059324044,0.9748839,0.000033600754,0.00008972549,0.00028446986,0.021639576,0.000009820965],"about_ca_topic_score_codex":0.22548887,"about_ca_topic_score_gemma":0.3409312,"teacher_disagreement_score":0.7745111,"about_ca_system_score_codex":0.023894178,"about_ca_system_score_gemma":0.008072546,"threshold_uncertainty_score":0.44835275},"labels":[],"label_agreement":null},{"id":"W4416776409","doi":"10.1007/s41060-025-00884-y","title":"Social media data mining of human behaviour during bushfire evacuation","year":2025,"lang":"en","type":"article","venue":"International Journal of Data Science and Analytics","topic":"Public Relations and Crisis Communication","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":"National Research Council Canada","funders":"National Institute of Standards and Technology","keywords":"Geolocation; Social media; Geotagging; Resource (disambiguation); Data collection; Lexicon; Open data","score_opus":0.16141861766578683,"score_gpt":0.4751142063894374,"score_spread":0.31369558872365055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416776409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98474634,0.00020951555,0.0017038684,0.00033983786,0.00008472527,0.0000654477,0.010687066,0.00010849639,0.0020547248],"genre_scores_gemma":[0.98574835,0.00015749836,0.0026603756,0.000057118887,0.00008374501,0.0000957065,0.009872187,0.000012187855,0.0013126642],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995441,0.00013885129,0.000057394598,0.00009192769,0.00010521224,0.00006242293],"domain_scores_gemma":[0.9977914,0.0011384309,0.00033774902,0.00015520661,0.00035593074,0.00022125398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046181798,0.0003420033,0.0002698,0.0019635658,0.0003576105,0.0006036731,0.00038942578,0.0005532148,0.0012051642],"category_scores_gemma":[0.0027831104,0.00009759649,0.0003413964,0.001485421,0.00016759313,0.00042752587,0.00041661502,0.00042411961,0.0007910802],"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":[0.0014166017,0.0012222619,0.8156605,0.0006360829,0.0004720025,0.0014109182,0.0037611064,0.007896021,0.011234278,0.0010449298,0.01586348,0.13938184],"study_design_scores_gemma":[0.00002621017,0.00047472728,0.9085588,0.0001533676,0.00021610134,0.0007614613,0.008020185,0.062407654,0.004544858,0.0010398506,0.013737254,0.000059661597],"about_ca_topic_score_codex":0.008391068,"about_ca_topic_score_gemma":0.01548992,"teacher_disagreement_score":0.008391068,"about_ca_system_score_codex":0.00025699518,"about_ca_system_score_gemma":0.0004108828,"threshold_uncertainty_score":0.016684473},"labels":[],"label_agreement":null},{"id":"W4417043051","doi":"10.21083/caree.vi.8650","title":"Diversifying Digital Communication in Extension Services: Circumventing Social Media Lock-in Effects","year":2025,"lang":"","type":"article","venue":"Canadian Agri-food & Rural Advisory Extension and Education Journal","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Corporate governance; Flexibility (engineering); Diversification (marketing strategy); Information and Communications Technology; Social media; Resource (disambiguation); Control (management); Business model","score_opus":0.015157279871573505,"score_gpt":0.266631146109672,"score_spread":0.2514738662380985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417043051","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83754545,0.00043567584,0.05302311,0.006995818,0.000085735395,0.0006013462,0.000074495656,0.0006712412,0.10056705],"genre_scores_gemma":[0.9899711,0.00008423516,0.006571415,0.0006124125,0.000034829085,0.00013863853,0.000023092476,0.00006116415,0.0025031555],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9879588,0.0076067834,0.0003625826,0.000899964,0.0016384929,0.0015334006],"domain_scores_gemma":[0.946644,0.031434473,0.0043565948,0.011039895,0.0033957618,0.00312928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015837949,0.0006847692,0.00046167936,0.0025757072,0.0056448737,0.008514793,0.0016889547,0.002166502,0.009021609],"category_scores_gemma":[0.050409723,0.0005245816,0.00062545907,0.0016818679,0.00825104,0.011714951,0.015042749,0.0026853776,0.0013444141],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008618804,0.0011467403,0.099337034,0.0005908999,0.0001113139,0.0022681532,0.10281391,0.003320832,0.013477088,0.15853517,0.004972003,0.61256504],"study_design_scores_gemma":[0.0008012871,0.004393303,0.11045783,0.0025912754,0.00040063955,0.00397957,0.16829915,0.04019442,0.027250849,0.3199153,0.3212325,0.0004838059],"about_ca_topic_score_codex":0.004149679,"about_ca_topic_score_gemma":0.0037372592,"teacher_disagreement_score":0.015837949,"about_ca_system_score_codex":0.0031808866,"about_ca_system_score_gemma":0.0054695727,"threshold_uncertainty_score":0.08376008},"labels":[],"label_agreement":null},{"id":"W4417135396","doi":"10.2196/77239","title":"Communication Strategies for Tick-Borne Disease Prevention Among US Cattle Producers: Quasi-Experimental Study on Message Framing and Source Credibility","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Public Relations and Crisis Communication","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":"Centers for Disease Control and Prevention","keywords":"Credibility; Framing (construction); Psychological intervention; Source credibility; Risk communication; Qualitative research; Disease prevention","score_opus":0.08087765429111465,"score_gpt":0.4813945703378077,"score_spread":0.40051691604669304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417135396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987141,0.000014069147,0.0001509387,0.000036607937,0.000010559466,0.00070519745,0.000019906596,0.00000413167,0.00034448368],"genre_scores_gemma":[0.9890752,0.000089058565,0.0031949983,0.0002098904,0.000048826885,0.0057198056,0.00006581575,0.000005773172,0.001590517],"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.9966258,0.0019372794,0.00020615576,0.00043680897,0.00038079178,0.0004132967],"domain_scores_gemma":[0.98316216,0.011936508,0.0020297305,0.0008657814,0.00078038755,0.0012255518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0075911772,0.000544447,0.000708417,0.00058146147,0.0021036842,0.0017659654,0.00061610335,0.0011690914,0.006191675],"category_scores_gemma":[0.017654302,0.00083841785,0.0005468399,0.00023009565,0.0013354054,0.0011241939,0.000981855,0.0016037257,0.00058243464],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022238677,0.55237246,0.12958983,0.0014073551,0.00026884803,0.00060747,0.18325567,0.00065997144,0.02592684,0.00120766,0.001312868,0.081152365],"study_design_scores_gemma":[0.017724438,0.47909802,0.37902611,0.0004812174,0.0006177351,0.00028945183,0.09790366,0.0048990482,0.009120167,0.001519,0.009056828,0.00026436042],"about_ca_topic_score_codex":0.0014339978,"about_ca_topic_score_gemma":0.0021007215,"teacher_disagreement_score":0.0075911772,"about_ca_system_score_codex":0.0007463038,"about_ca_system_score_gemma":0.0016522958,"threshold_uncertainty_score":0.04014641},"labels":[],"label_agreement":null},{"id":"W4417136516","doi":"10.2196/69959","title":"Social Media Metrics and Popular Legitimacy: Content Analysis of Pre– and Post–COVID-19 Public Engagement With the World Health Organization on X","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Polytechnique Montréal; HEC Montréal","funders":"","keywords":"Social media; Legitimacy; Public engagement; Content analysis; Public health; Health communication; Social media analytics","score_opus":0.21159719475984046,"score_gpt":0.49672087486038824,"score_spread":0.2851236801005478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417136516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99223775,0.000107732965,0.000610112,0.000402143,0.000030812367,0.00008595236,0.0030096006,0.000035418612,0.0034804817],"genre_scores_gemma":[0.9943989,0.00011307272,0.0012167691,0.000076182936,0.0000906991,0.0002509377,0.0027953223,0.000026069225,0.0010320869],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99835396,0.0006163383,0.00016936118,0.00020285138,0.00048092366,0.00017660325],"domain_scores_gemma":[0.97476375,0.013473846,0.006849717,0.0007802813,0.0033422944,0.00079019996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027506538,0.00032477008,0.0002851629,0.0051296246,0.00070129836,0.0020445571,0.0003615039,0.0004964333,0.001925314],"category_scores_gemma":[0.020173859,0.00012420889,0.00030739763,0.0048174183,0.00067523157,0.0023792076,0.0012976595,0.00066874316,0.0005923931],"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":[0.00041042673,0.00020553036,0.9054751,0.00040557896,0.00013337254,0.00029208607,0.023496045,0.000857405,0.0032176522,0.0019255612,0.0056990236,0.057882264],"study_design_scores_gemma":[0.0000074908476,0.0001347924,0.97120947,0.000087599896,0.000032103897,0.00009317351,0.015245513,0.0044816984,0.0009495879,0.00071312854,0.0070070727,0.000038394617],"about_ca_topic_score_codex":0.004755913,"about_ca_topic_score_gemma":0.0050391103,"teacher_disagreement_score":0.0051296246,"about_ca_system_score_codex":0.0009782969,"about_ca_system_score_gemma":0.00063985883,"threshold_uncertainty_score":0.01454699},"labels":[],"label_agreement":null},{"id":"W4417194147","doi":"10.4324/9781003536291-1","title":"Introduction","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnocentrism; Scholarship; Globalization; Multiculturalism; Quarter (Canadian coin); Latin Americans","score_opus":0.0193798565529609,"score_gpt":0.3003353770677228,"score_spread":0.2809555205147619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417194147","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00086170953,0.0052762027,0.0022825128,0.011236009,0.0056072054,0.00009460296,0.001226238,0.00028523355,0.9731304],"genre_scores_gemma":[0.007681332,0.0036955914,0.0013088621,0.0046594585,0.0012502584,0.000092792885,0.0010738985,0.00014759327,0.98009026],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990683,0.00012979726,0.00003358442,0.00026186084,0.00039171617,0.00011476109],"domain_scores_gemma":[0.999067,0.00017816985,0.00004989447,0.00011079584,0.00040556796,0.00018859845],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008550374,0.0006321736,0.00034787803,0.0010370886,0.00255847,0.005258183,0.0016436074,0.0028127132,0.39242992],"category_scores_gemma":[0.0027864713,0.00021467906,0.00034810198,0.0012465632,0.001341197,0.0041505103,0.0028325608,0.0026148316,0.19762081],"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":[0.00002230568,0.000035622154,0.0003002869,0.00022189807,0.0000021611233,0.0001306188,0.0013247044,0.00008196655,0.00021862188,0.1622124,0.71994025,0.115509145],"study_design_scores_gemma":[8.984514e-7,0.000004703384,0.000109973225,0.000099082295,4.2999486e-7,0.00005410076,0.00020298769,0.000010160173,0.000029374016,0.0043031285,0.99518317,0.0000019463916],"about_ca_topic_score_codex":0.0035518208,"about_ca_topic_score_gemma":0.0042572278,"teacher_disagreement_score":0.60757005,"about_ca_system_score_codex":0.0023009595,"about_ca_system_score_gemma":0.0022479754,"threshold_uncertainty_score":0.86662495},"labels":[],"label_agreement":null},{"id":"W4417230605","doi":"10.1007/s11606-025-09909-5","title":"Skills and Strategies for Crisis Communication in Seriously Ill Patients: A Qualitative Study","year":2025,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Public Relations and Crisis Communication","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":"McGill University Health Centre; McGill University; Ottawa Hospital; Bruyère; University of Ottawa","funders":"","keywords":"Qualitative research; Crisis communication; Key (lock); Communication skills; Qualitative analysis; MEDLINE; Crisis management; Risk communication","score_opus":0.025115707018539962,"score_gpt":0.4307543894819766,"score_spread":0.4056386824634366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417230605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99260545,0.000350209,0.00058017235,0.002890961,0.0000613434,0.00025110506,0.00008186561,0.000009284355,0.003169681],"genre_scores_gemma":[0.9963547,0.00038152706,0.0005176315,0.0011132004,0.00001679483,0.00025635725,0.000031630563,0.000011971719,0.0013162426],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9898273,0.0072990605,0.0002783939,0.00038430636,0.00053052435,0.0016804761],"domain_scores_gemma":[0.964809,0.026397735,0.001955798,0.000525858,0.0018718984,0.0044397186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012716942,0.00069831585,0.0008729937,0.0013459028,0.014082748,0.0050771656,0.0020695028,0.0025341096,0.004831033],"category_scores_gemma":[0.030190943,0.0009261227,0.00049920235,0.0010803065,0.008343993,0.0038412479,0.0058386154,0.00674807,0.0004521352],"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":[0.00004463053,0.0003158789,0.0038208794,0.0001057161,0.0000045043694,0.00038811658,0.99197805,0.000021283886,0.00031681985,0.00037467535,0.00029621483,0.0023331724],"study_design_scores_gemma":[0.000009464084,0.000087131,0.0016106782,0.0000676257,0.000003456363,0.00014947887,0.9966011,0.000026532352,0.00009840015,0.000112600166,0.0012245781,0.000008963081],"about_ca_topic_score_codex":0.010380169,"about_ca_topic_score_gemma":0.022158926,"teacher_disagreement_score":0.014082748,"about_ca_system_score_codex":0.0066961357,"about_ca_system_score_gemma":0.01248262,"threshold_uncertainty_score":0.067254364},"labels":[],"label_agreement":null},{"id":"W54584208","doi":"","title":"Conceptualizing Web-Based Stakeholder Communication: The Organizational Website as a Stakeholder Relations Tool","year":2012,"lang":"en","type":"article","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Stakeholder; Stakeholder analysis; Stakeholder theory; Knowledge management; Stakeholder management; Business; Public relations; Political science; Computer science","score_opus":0.09179238400628736,"score_gpt":0.3185707168694468,"score_spread":0.22677833286315946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W54584208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44491968,0.0034959728,0.29783705,0.026389,0.00029353396,0.0005467768,0.0002533647,0.00022301388,0.22604164],"genre_scores_gemma":[0.9751458,0.0005214785,0.022223154,0.0005010578,0.00005853561,0.00027854863,0.00006052831,0.00001950559,0.0011914567],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99219114,0.006205083,0.00027579317,0.00026854893,0.000709324,0.0003500994],"domain_scores_gemma":[0.9876902,0.00821652,0.0017752761,0.0006831264,0.00074344344,0.000891354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006187023,0.00055601285,0.00026449343,0.0059826835,0.0025930738,0.0086039,0.0014488617,0.003234035,0.0027503856],"category_scores_gemma":[0.011312858,0.00036038624,0.0004249243,0.005167464,0.010945646,0.015050395,0.0045067174,0.002188065,0.0003420589],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003961787,0.00017070328,0.018263515,0.00027069254,0.000020243939,0.0008706245,0.069994554,0.0018708938,0.0015120835,0.8777866,0.0014418063,0.027758773],"study_design_scores_gemma":[0.00004991517,0.00023883278,0.02576146,0.0013052002,0.000048670427,0.0030510116,0.18682247,0.02805711,0.0013797965,0.66669536,0.08643589,0.00015429655],"about_ca_topic_score_codex":0.001356274,"about_ca_topic_score_gemma":0.0011307332,"teacher_disagreement_score":0.0086039,"about_ca_system_score_codex":0.0022627153,"about_ca_system_score_gemma":0.002291967,"threshold_uncertainty_score":0.032720506},"labels":[],"label_agreement":null},{"id":"W6903272382","doi":"10.1136/bmjopen-2020-041818\"&gt;10.1136/bmjopen-2020-041818&lt;/a&gt;&lt;/p&gt","title":"How Do Canadian Public Health Agencies Respond to the COVID-19 Emergency Using Social Media: A Protocol for a Case Study Using Content and Sentiment Analysis","year":2021,"lang":"en","type":"article","venue":"Scholar Commons (University of South Carolina)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":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); Public health; Government (linguistics); Social media; Work (physics); Agency (philosophy)","score_opus":0.306205405013972,"score_gpt":0.3915960444030492,"score_spread":0.0853906393890772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6903272382","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009299794,0.00038778735,0.011280995,0.0037032212,0.00067590724,0.957956,0.004502891,0.00012893273,0.012064464],"genre_scores_gemma":[0.006866547,0.000429941,0.017259737,0.0010399915,0.000064858716,0.9705856,0.0005535931,0.000022315608,0.0031774885],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.97446954,0.014706199,0.002669653,0.0020067997,0.0037568929,0.0023909034],"domain_scores_gemma":[0.9565857,0.01104529,0.0022436143,0.004103306,0.023092246,0.002929904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.045123663,0.0018222955,0.0015066736,0.003032188,0.013678235,0.0060917763,0.00442569,0.0060045775,0.039201394],"category_scores_gemma":[0.060765047,0.002094798,0.0031311945,0.0030971384,0.005870504,0.0042942306,0.0046351245,0.0074081593,0.0074640024],"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":[0.0070723947,0.009910925,0.011084128,0.028407224,0.00026271222,0.008481971,0.24533814,0.005646241,0.008767573,0.060535196,0.3369098,0.27758375],"study_design_scores_gemma":[0.0045598913,0.0025938773,0.011995247,0.016756501,0.00019383908,0.0005299468,0.105152965,0.0024964467,0.0044520535,0.013923651,0.8367783,0.00056723953],"about_ca_topic_score_codex":0.187578,"about_ca_topic_score_gemma":0.3574063,"teacher_disagreement_score":0.81242204,"about_ca_system_score_codex":0.032155678,"about_ca_system_score_gemma":0.09266191,"threshold_uncertainty_score":0.3729723},"labels":[],"label_agreement":null},{"id":"W6906358179","doi":"10.17269/s41997-023-00783-4\"&gt;10.17269/s41997-023-00783-4&lt;/a&gt;&lt;/p&gt","title":"Exploring Communication by Public Health Leaders and Organizations During the Pandemic: A Content Analysis of COVID-Related Tweets","year":2023,"lang":"en","type":"article","venue":"Scholar Commons (University of South Carolina)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":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; Social media; Health promotion; Health communication; Content analysis; Health policy; Public health surveillance; Pandemic; Health education","score_opus":0.20981203546571547,"score_gpt":0.3052797464630357,"score_spread":0.09546771099732021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6906358179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830729,0.00026400932,0.0017491513,0.0013803389,0.00004535629,0.00048197998,0.005110914,0.000038534705,0.007856891],"genre_scores_gemma":[0.9852239,0.0006308183,0.0055918302,0.00046652497,0.00005273769,0.0007828695,0.00367463,0.000060505765,0.003516151],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99813086,0.0007040487,0.00013954722,0.00015698337,0.00050568115,0.00036284135],"domain_scores_gemma":[0.9878897,0.007412271,0.0013874078,0.00031472344,0.0026310892,0.0003648374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031617517,0.00024382563,0.00023335891,0.0053087645,0.0029255438,0.0029144431,0.0005082459,0.00049826154,0.0015704489],"category_scores_gemma":[0.014264491,0.00015286465,0.0002302574,0.0067125307,0.0015010757,0.001966871,0.0022950561,0.00070917787,0.00032956497],"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":[0.00022830823,0.00012250575,0.17300335,0.0010898418,0.000044369957,0.0010421284,0.73061186,0.00039978157,0.004180236,0.00363413,0.010363672,0.07527978],"study_design_scores_gemma":[0.000010089005,0.000052292595,0.27339974,0.0006410259,0.00004517406,0.00022376211,0.67856616,0.0013443202,0.0017637605,0.0010215458,0.042877514,0.000054608092],"about_ca_topic_score_codex":0.11285629,"about_ca_topic_score_gemma":0.16375926,"teacher_disagreement_score":0.11285629,"about_ca_system_score_codex":0.0056552733,"about_ca_system_score_gemma":0.006041878,"threshold_uncertainty_score":0.22439879},"labels":[],"label_agreement":null},{"id":"W6918112859","doi":"10.58079/11yj9","title":"Un segment de mur de Berlin à Chicago","year":2024,"lang":"fr","type":"article","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":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); Ile de france; Tourism","score_opus":0.03398779135046858,"score_gpt":0.2869369979461056,"score_spread":0.252949206595637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6918112859","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89316124,0.0024039196,0.0006639831,0.007626912,0.00036595477,0.000056291006,0.0009331232,0.000049111655,0.094739445],"genre_scores_gemma":[0.9332913,0.0008815349,0.00036429195,0.0008668948,0.00011234196,0.00004269761,0.0005695062,0.000025219788,0.06384612],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99981004,0.00003703932,0.0000031262402,0.00002934962,0.000028636836,0.00009185293],"domain_scores_gemma":[0.99965215,0.00003852436,0.000056621095,0.00001269546,0.000044992918,0.00019493699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014799995,0.0002622333,0.00011412892,0.00062568823,0.003016766,0.0017394198,0.00037922998,0.0006506103,0.018659685],"category_scores_gemma":[0.0005697387,0.0001622847,0.0000748503,0.00088156044,0.0009833243,0.00092396466,0.0026091682,0.00073809124,0.0018481286],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001246312,0.00030838102,0.26082826,0.0004799522,0.00006187687,0.010902542,0.17799461,0.0009945808,0.016169706,0.055435825,0.17613481,0.29944313],"study_design_scores_gemma":[0.000016534563,0.00018733909,0.18054827,0.00030775162,0.000014512069,0.0012084896,0.09229631,0.00024456822,0.0011507166,0.0012815698,0.7227128,0.000031042367],"about_ca_topic_score_codex":0.045638006,"about_ca_topic_score_gemma":0.1322283,"teacher_disagreement_score":0.045638006,"about_ca_system_score_codex":0.0026469773,"about_ca_system_score_gemma":0.0018090543,"threshold_uncertainty_score":0.090744734},"labels":[],"label_agreement":null},{"id":"W6921208495","doi":"10.7298/pw41-fr14","title":"Neighbours Helping (Online) Neighbours: Exploring Digital Community Crisis Response Through The Case of Vaccine Hunters Canada","year":2024,"lang":"en","type":"article","venue":"eCommons (Cornell University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Internet; Field (mathematics); Government (linguistics); Work (physics); Pandemic","score_opus":0.07922020843305574,"score_gpt":0.2678827995977905,"score_spread":0.18866259116473474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921208495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85653883,0.00068654143,0.00054469425,0.021933062,0.00026386496,0.00008549799,0.00012036504,0.000030508863,0.11979672],"genre_scores_gemma":[0.972191,0.00064441224,0.0003431512,0.0020903093,0.000044682554,0.000022634928,0.000049148563,0.000027331616,0.024587346],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986444,0.00046139004,0.000014037381,0.00008609713,0.00021288528,0.0005812474],"domain_scores_gemma":[0.9960849,0.0015351307,0.00021963251,0.00010082454,0.0005541544,0.0015052649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013324103,0.0003213584,0.00021896699,0.0011480483,0.032797523,0.0070329527,0.0018262749,0.0035570848,0.010599524],"category_scores_gemma":[0.004594461,0.00023863156,0.00019237932,0.0017409829,0.010578661,0.0029865014,0.005254984,0.0032971955,0.0006996521],"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":[0.00006175538,0.00011285561,0.013135188,0.00009141444,0.000015713049,0.007118346,0.9285368,0.00024600662,0.00039772826,0.010891256,0.024323003,0.015069955],"study_design_scores_gemma":[0.0000032871158,0.000012245001,0.0028219856,0.000050745413,0.000005991917,0.00020467862,0.9534569,0.0001024674,0.000050871153,0.00063674443,0.042642884,0.00001132671],"about_ca_topic_score_codex":0.8277523,"about_ca_topic_score_gemma":0.9476187,"teacher_disagreement_score":0.17224771,"about_ca_system_score_codex":0.017224042,"about_ca_system_score_gemma":0.024635991,"threshold_uncertainty_score":0.34652418},"labels":[],"label_agreement":null},{"id":"W6924467209","doi":"10.15468/dl.nvqtm3","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":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); Data set; Data access","score_opus":0.023396541367193876,"score_gpt":0.2687210556518334,"score_spread":0.24532451428463953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6924467209","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005023483,0.000027025715,0.000041382773,0.000046369234,0.000012665332,0.0000058967325,0.99891806,0.0002826446,0.0006157695],"genre_scores_gemma":[0.00018064828,0.0000322188,0.00017785997,0.000048741254,0.000003928723,0.000042831234,0.9989619,0.00009866354,0.00045311902],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988555,0.0001739148,0.00014565172,0.00038746337,0.0002569196,0.0001805288],"domain_scores_gemma":[0.99753976,0.0007019863,0.00024209706,0.0006478451,0.00057558675,0.00029275814],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001062531,0.001814075,0.0014470767,0.004645357,0.0010451667,0.0026182053,0.0027389366,0.002275105,0.12075714],"category_scores_gemma":[0.005956775,0.0008465378,0.0011494801,0.008663408,0.0004660364,0.0022461142,0.002331352,0.0022223843,0.17044953],"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":[0.000029344563,0.000013616666,0.0004322433,0.0004412038,0.000013719826,0.000014848312,0.000021494507,0.00013227746,0.000092685834,0.00040300263,0.9972249,0.001180645],"study_design_scores_gemma":[0.00008471508,0.000008474365,0.0021536543,0.00018064778,0.000013238443,0.000037731163,0.00007734464,0.0001876472,0.00016817538,0.00083976466,0.99623066,0.000017922821],"about_ca_topic_score_codex":0.021367805,"about_ca_topic_score_gemma":0.037756577,"teacher_disagreement_score":0.87924284,"about_ca_system_score_codex":0.0016847984,"about_ca_system_score_gemma":0.002323513,"threshold_uncertainty_score":0.40397286},"labels":[],"label_agreement":null},{"id":"W6924797379","doi":"10.15468/dl.zqh45c","title":"Occurrence Download","year":2020,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":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); Data compression; Confidentiality","score_opus":0.026518935773693252,"score_gpt":0.26757167212255656,"score_spread":0.24105273634886332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6924797379","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000036295987,0.00002473352,0.000044450848,0.000039917173,0.000012310285,0.0000058016226,0.9987851,0.00031377026,0.0007376394],"genre_scores_gemma":[0.00015328362,0.00003488895,0.0002121409,0.00004543686,0.0000036233214,0.000044164248,0.99882454,0.00012761945,0.0005542976],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898833,0.0001457043,0.00013770518,0.0003367024,0.00022913169,0.000162422],"domain_scores_gemma":[0.9976047,0.0006324205,0.00020261256,0.00062859384,0.0006638046,0.00026770504],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010163176,0.0017728396,0.0013824899,0.0047363355,0.0009867629,0.0026296435,0.0028340183,0.0019797403,0.15222782],"category_scores_gemma":[0.006478262,0.0008877554,0.0011348374,0.009663136,0.00047292543,0.002275038,0.0024303857,0.002064861,0.22563049],"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":[0.000025602094,0.000010290026,0.00033876323,0.0004634524,0.000011812321,0.00001307531,0.000020762689,0.00012093579,0.00008455184,0.00039574172,0.99705136,0.0014636128],"study_design_scores_gemma":[0.00005857522,0.0000060947723,0.001442634,0.00016133407,0.000010137791,0.000030033241,0.0000656129,0.00014340457,0.00014504876,0.0007153915,0.9972082,0.000013460061],"about_ca_topic_score_codex":0.022536537,"about_ca_topic_score_gemma":0.03858164,"teacher_disagreement_score":0.8477722,"about_ca_system_score_codex":0.0017731274,"about_ca_system_score_gemma":0.0023962453,"threshold_uncertainty_score":0.5092528},"labels":[],"label_agreement":null},{"id":"W6925105111","doi":"10.15468/dl.snunz8","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":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); Alien","score_opus":0.02948702384804589,"score_gpt":0.2810031451838725,"score_spread":0.25151612133582657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6925105111","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005309576,0.00003035058,0.000049181614,0.000050430528,0.000014380776,0.0000069545463,0.99869615,0.00039549588,0.00070398505],"genre_scores_gemma":[0.00017944518,0.00003739982,0.00020897079,0.00005083732,0.0000042015454,0.00004964533,0.998845,0.00013465867,0.0004898194],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892455,0.00015783582,0.0001399283,0.00036276263,0.00024446228,0.00017037937],"domain_scores_gemma":[0.9975501,0.0007027769,0.00021078854,0.0006451473,0.0006242404,0.00026697956],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009913944,0.0018755008,0.0014624498,0.0048888284,0.0010823554,0.0026720935,0.0027977165,0.0021746797,0.13297462],"category_scores_gemma":[0.006168191,0.0008733897,0.001278251,0.009379395,0.00047422058,0.0023609137,0.0024683655,0.0021787507,0.20128419],"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":[0.000028574384,0.000012971714,0.00041010743,0.00049584,0.000012985254,0.000016750328,0.00002528358,0.00012332703,0.00010144518,0.0003925709,0.9970266,0.0013535774],"study_design_scores_gemma":[0.00007460844,0.0000084281255,0.0019629514,0.00019170858,0.000013092234,0.000040442967,0.00009093629,0.00018193218,0.00018156508,0.00080672884,0.9964301,0.000017479644],"about_ca_topic_score_codex":0.022777261,"about_ca_topic_score_gemma":0.038026333,"teacher_disagreement_score":0.8670254,"about_ca_system_score_codex":0.0016176971,"about_ca_system_score_gemma":0.0023275719,"threshold_uncertainty_score":0.44484442},"labels":[],"label_agreement":null},{"id":"W6930110213","doi":"10.5281/zenodo.11560337","title":"Measurement of the bound-state beta decay of 205Tl(81+): analysis scripts and figures","year":2025,"lang":"en","type":"other","venue":"GSI Repository (German Federal Government)","topic":"Public Relations and Crisis Communication","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 Victoria; University of British Columbia","funders":"","keywords":"Monte Carlo method; Scripting language; Monte Carlo integration; Disk formatting; Markov chain Monte Carlo; Missing data; Data file; Monte Carlo method in statistical physics","score_opus":0.0116543157398805,"score_gpt":0.2652693392360843,"score_spread":0.2536150234962038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930110213","genre_codex":"dataset","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01521552,0.0008282378,0.18751164,0.0010000817,0.0007718972,0.0006007587,0.59036213,0.17080975,0.0329],"genre_scores_gemma":[0.07555932,0.0013610319,0.37056816,0.0017204696,0.00042966145,0.005047238,0.38811782,0.1184785,0.038717784],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991437,0.00011282201,0.00009418409,0.00021063015,0.00035615725,0.000082425766],"domain_scores_gemma":[0.99662447,0.0013271568,0.0003048556,0.0004400165,0.0011988456,0.00010462128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018287861,0.0019815962,0.0008054759,0.0021592868,0.00069095683,0.0017720297,0.0015977785,0.0010452524,0.18154374],"category_scores_gemma":[0.0049842177,0.00092693925,0.0011398585,0.0017542838,0.00028445257,0.001139694,0.0006910132,0.0014024497,0.07577075],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011006498,0.000152668,0.005789603,0.001930174,0.00021304678,0.0006662384,0.00027182317,0.014414959,0.029601647,0.0075181094,0.8669213,0.071419805],"study_design_scores_gemma":[0.00027835282,0.00014267357,0.013637204,0.0004899909,0.00016190147,0.0009983911,0.00017736279,0.062040333,0.11136772,0.01719856,0.79316497,0.00034241218],"about_ca_topic_score_codex":0.0035189094,"about_ca_topic_score_gemma":0.0029451319,"teacher_disagreement_score":0.18154374,"about_ca_system_score_codex":0.0012828143,"about_ca_system_score_gemma":0.0010946409,"threshold_uncertainty_score":0.6073243},"labels":[],"label_agreement":null},{"id":"W6930155925","doi":"10.5281/zenodo.12483072","title":"parkinson neuropsychometric dementia assessment pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Cognition; Neuropsychology; Montreal Cognitive Assessment; Parkinson's disease; Degenerative disease; Neuropsychological assessment; Neuropsychological test; Cognitive disorder","score_opus":0.04294401866576478,"score_gpt":0.3230143971878994,"score_spread":0.2800703785221347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930155925","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015969925,0.0034873649,0.0045717913,0.003747285,0.001445534,0.007647797,0.10454818,0.0088762,0.84970593],"genre_scores_gemma":[0.08185495,0.0062541566,0.02085932,0.0043821856,0.000929085,0.007611587,0.12410771,0.001289362,0.7527116],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99971324,0.00004149633,0.000041107138,0.000029208762,0.00013228267,0.000042594584],"domain_scores_gemma":[0.9988681,0.00014435904,0.00008627482,0.00007540268,0.0005951152,0.00023072117],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005350668,0.0006937205,0.00071325205,0.0015901112,0.00040893428,0.0010476041,0.00059190235,0.0006416237,0.45568028],"category_scores_gemma":[0.0026492279,0.0002447594,0.00042330913,0.0005874531,0.000102958096,0.0010445999,0.0011614132,0.0012770072,0.28396976],"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":[0.00015133517,0.00017274714,0.0022988163,0.00020027785,0.000010231753,0.00006280998,0.000017629502,0.000046441706,0.00021342047,0.0002734567,0.8435372,0.15301558],"study_design_scores_gemma":[0.000433138,0.00043427874,0.048246097,0.00047425812,0.000018381093,0.0009869298,0.000054400905,0.0004217224,0.0006312725,0.0015983919,0.9466458,0.00005530293],"about_ca_topic_score_codex":0.0013908779,"about_ca_topic_score_gemma":0.002836549,"teacher_disagreement_score":0.54431975,"about_ca_system_score_codex":0.0003673843,"about_ca_system_score_gemma":0.00063315436,"threshold_uncertainty_score":0.776406},"labels":[],"label_agreement":null},{"id":"W6930183500","doi":"10.5281/zenodo.11871679","title":"crimes of the heart by beth henley pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":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; Presentation (obstetrics); Chose; Prison","score_opus":0.03231454053685072,"score_gpt":0.29330033861431715,"score_spread":0.2609857980774664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930183500","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025857913,0.02116642,0.00015084507,0.11773752,0.03199216,0.00013419727,0.0009134373,0.00024044244,0.82507914],"genre_scores_gemma":[0.011880937,0.011171708,0.00011916659,0.017244903,0.005034996,0.000083224055,0.00037880725,0.0001505496,0.9539358],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993574,0.00009262043,0.000014547739,0.000061687795,0.00032952084,0.00014426703],"domain_scores_gemma":[0.99833554,0.00027500567,0.00010122548,0.000077843324,0.0005213323,0.0006889174],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005122901,0.0005735529,0.0002585218,0.0009585059,0.00490105,0.004941663,0.00054736785,0.0020532697,0.23790617],"category_scores_gemma":[0.0028937208,0.00038492237,0.00018506263,0.000746439,0.00083748414,0.0022588777,0.0023589458,0.003399574,0.056171693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.771768e-7,0.000002121088,0.000031262785,0.000008186898,2.1920373e-7,0.000012005945,0.000072174786,0.0000015101333,0.000008796143,0.00045256392,0.99545574,0.0039545842],"study_design_scores_gemma":[0.0000014056375,0.0000039715433,0.0005856005,0.00009873328,5.7073163e-7,0.0000464458,0.00057719555,0.0000042157526,0.000029614252,0.00018398669,0.99846566,0.0000026945997],"about_ca_topic_score_codex":0.026860787,"about_ca_topic_score_gemma":0.0594269,"teacher_disagreement_score":0.76209384,"about_ca_system_score_codex":0.0024736759,"about_ca_system_score_gemma":0.002704958,"threshold_uncertainty_score":0.79587543},"labels":[],"label_agreement":null},{"id":"W6944743082","doi":"10.20381/ruor-31077","title":"How Do Public Relations Practitioners Experience Technostress? Voices of PR Practitioners in a Hyperconnected World","year":2025,"lang":"en","type":"dissertation","venue":"University of Ottawa - Library","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Flexibility (engineering); Work (physics); Technostress; Engaged scholarship; Call centre; Lived experience; Information and Communications Technology","score_opus":0.017007713689499476,"score_gpt":0.26183799432048116,"score_spread":0.2448302806309817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6944743082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9430728,0.004283267,0.0029828514,0.034138065,0.00039598203,0.00007277735,0.000039919487,0.0000611139,0.014953314],"genre_scores_gemma":[0.9920025,0.0017546632,0.00049814285,0.0032413756,0.00007999489,0.00005395954,0.000018638122,0.000040619467,0.0023101913],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96975636,0.021855671,0.0006987903,0.0013758003,0.0028815346,0.003431821],"domain_scores_gemma":[0.972345,0.016928088,0.0033984596,0.0012470417,0.0020452486,0.00403615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021401132,0.00074599026,0.0009760662,0.0027096006,0.012333242,0.01761635,0.0022585145,0.00624325,0.0033790106],"category_scores_gemma":[0.04179811,0.0013053704,0.00057939434,0.002450754,0.023187954,0.020354696,0.01791555,0.00967134,0.0007149833],"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":[0.000012174263,0.000015215203,0.0019262208,0.00006418743,0.0000039808137,0.0005484825,0.99145424,0.000012871737,0.00027153527,0.0014428289,0.00049138564,0.0037569746],"study_design_scores_gemma":[0.0000021777957,0.00002360176,0.0005065362,0.00008958402,0.0000023903017,0.0003355349,0.99143374,0.000024016132,0.000044858076,0.00044179024,0.0070867334,0.000009167229],"about_ca_topic_score_codex":0.0042820675,"about_ca_topic_score_gemma":0.0048714634,"teacher_disagreement_score":0.021401132,"about_ca_system_score_codex":0.0046941396,"about_ca_system_score_gemma":0.0056488845,"threshold_uncertainty_score":0.11318141},"labels":[],"label_agreement":null},{"id":"W6944882470","doi":"10.25316/ir-17743","title":"Crisis Communication by School Leaders during the COVID-19 Global Pandemic","year":2022,"lang":"en","type":"other","venue":"VIURRSpace (Vancouver Island University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Crisis communication; Government (linguistics); Coronavirus disease 2019 (COVID-19); Public health; State of emergency; Christian ministry; State (computer science)","score_opus":0.020780730547802523,"score_gpt":0.27792228954892484,"score_spread":0.25714155900112234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6944882470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8442002,0.0027334963,0.0008288328,0.074360296,0.0007596746,0.00015715204,0.000112172886,0.00006763352,0.076780386],"genre_scores_gemma":[0.98890907,0.0015490587,0.00038457706,0.0038807974,0.0000841838,0.000058755308,0.000033091364,0.000022051781,0.005078514],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99237037,0.005097356,0.00014460343,0.00025831404,0.00076606654,0.0013633404],"domain_scores_gemma":[0.9919469,0.0026730546,0.0014573464,0.00026364642,0.0013729576,0.0022861252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067236545,0.00022252562,0.00025076015,0.0009959242,0.011642521,0.0066303536,0.0007826869,0.0017557791,0.005295034],"category_scores_gemma":[0.013203996,0.00029382377,0.00020605809,0.0007570397,0.0044706734,0.0044511002,0.0069524157,0.003941406,0.00072284637],"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":[0.000052344396,0.00020450394,0.039815348,0.0002462278,0.000015270161,0.0007479199,0.85277104,0.00007805133,0.00025209962,0.007845709,0.03869778,0.059273757],"study_design_scores_gemma":[0.000010200768,0.00006167323,0.014757213,0.00037189675,0.000007326899,0.00014203746,0.9254375,0.000094999,0.0001336351,0.0017042896,0.05726647,0.000012793128],"about_ca_topic_score_codex":0.025089858,"about_ca_topic_score_gemma":0.106868535,"teacher_disagreement_score":0.025089858,"about_ca_system_score_codex":0.006386913,"about_ca_system_score_gemma":0.01123284,"threshold_uncertainty_score":0.049887657},"labels":[],"label_agreement":null},{"id":"W6958295721","doi":"10.60692/htwq9-tcm79","title":"A Deep Attentive Multimodal Learning Approach for Disaster Identification From Social Media Posts","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Convolutional neural network; Identification (biology); Social media; Feature (linguistics); Modality (human–computer interaction); Filter (signal processing); Microblogging; Softmax function; Categorization; Deep learning","score_opus":0.045249989344526786,"score_gpt":0.2597862196940663,"score_spread":0.2145362303495395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958295721","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20291871,0.0017877731,0.775929,0.0009328767,0.00034697333,0.000303716,0.001022214,0.0071430053,0.009615709],"genre_scores_gemma":[0.87887406,0.00049308233,0.10571927,0.00046964124,0.00019174359,0.0001849916,0.0011366084,0.00009881237,0.012831702],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997563,0.00003749686,0.000012090307,0.000089904155,0.000047880654,0.000056339883],"domain_scores_gemma":[0.9997969,0.00005576373,0.000028521365,0.000023021104,0.00007077062,0.000025014639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040433827,0.0010914146,0.00052544085,0.00095095776,0.00036178454,0.00043123442,0.00084737845,0.0008040442,0.0028348227],"category_scores_gemma":[0.00091715704,0.00026223433,0.0006412629,0.00061849644,0.00030952,0.0013349068,0.0012017059,0.0010234227,0.0010533028],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065368495,0.00084477797,0.0050827977,0.00022674941,0.00018918303,0.00052153773,0.00038323362,0.06510698,0.054253615,0.002096908,0.01070887,0.85993165],"study_design_scores_gemma":[0.000014674453,0.0002584335,0.0026154844,0.000024149893,0.00007649646,0.00011327569,0.0001267162,0.979813,0.01152378,0.0028285885,0.0025761605,0.000029319603],"about_ca_topic_score_codex":0.003623391,"about_ca_topic_score_gemma":0.00702152,"teacher_disagreement_score":0.003623391,"about_ca_system_score_codex":0.0004962646,"about_ca_system_score_gemma":0.0004883357,"threshold_uncertainty_score":0.009483457},"labels":[],"label_agreement":null},{"id":"W6958385518","doi":"10.6084/m9.figshare.16633337","title":"Additional file 1 of Endosomal traffic and glutamate synapse activity are increased in VPS35 D620N mutant knock-in mouse neurons, and resistant to LRRK2 kinase inhibition","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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; University of British Columbia","funders":"","keywords":"LRRK2; Western blot; Blot; Mutant; Kinase; Phosphorylation; Antibody","score_opus":0.022472449134473445,"score_gpt":0.25931804571593897,"score_spread":0.23684559658146553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958385518","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00048424158,0.000027975428,0.00041220043,0.000108200686,0.00005874052,0.00014237559,0.99745923,0.0006285156,0.00067856716],"genre_scores_gemma":[0.012494239,0.00027797892,0.007494549,0.0006777185,0.00014440624,0.0035720598,0.96398455,0.0017367033,0.009617833],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993881,0.000043972374,0.000118253185,0.00015505831,0.00017594537,0.00011858646],"domain_scores_gemma":[0.99114627,0.005880394,0.000744144,0.00056821713,0.0011445689,0.0005164012],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013434126,0.0021340908,0.002256768,0.0021773144,0.0014043495,0.0019877902,0.0026806516,0.0017946279,0.8904274],"category_scores_gemma":[0.0118349325,0.0008511348,0.0011424066,0.0035469956,0.00042854267,0.0020243311,0.0013224222,0.001423843,0.15898433],"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":[0.0017148311,0.00047652458,0.0042657442,0.010983311,0.00015584579,0.0007070654,0.00021113864,0.0007820647,0.003752611,0.0013190536,0.96047986,0.015152076],"study_design_scores_gemma":[0.0221667,0.002283162,0.08111541,0.008689558,0.0005545788,0.0040311376,0.0010796717,0.0071516396,0.015049345,0.0178343,0.8393484,0.00069616834],"about_ca_topic_score_codex":0.0049694097,"about_ca_topic_score_gemma":0.008221205,"teacher_disagreement_score":0.8904274,"about_ca_system_score_codex":0.0010519209,"about_ca_system_score_gemma":0.0018039871,"threshold_uncertainty_score":0.15629202},"labels":[],"label_agreement":null},{"id":"W6966659970","doi":"10.3897/zookeys.264.3526.figures1-14","title":"Figures 1-14 from: Lafontaine D, Walsh J (2013) A revision of the genus Ufeus Grote with the description of a new species from Arizona (Lepidoptera, Noctuidae, Noctuinae, Xylenini, Ufeina). ZooKeys 264: 193-207. https://doi.org/10.3897/zookeys.264.3526","year":2013,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Durvalumab; Hyporeflexia; Proteogenomics","score_opus":0.04196471562600014,"score_gpt":0.2499640610349251,"score_spread":0.20799934540892495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6966659970","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0040546595,0.004379016,0.0010099668,0.00091035815,0.0022581671,0.0002493537,0.037667558,0.0013776366,0.9480933],"genre_scores_gemma":[0.042435437,0.0055545075,0.0063931323,0.00059030764,0.00080203096,0.00035896967,0.04475721,0.0010033388,0.898105],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99978906,0.000022268152,0.000009902083,0.000042097,0.00010265373,0.000034079647],"domain_scores_gemma":[0.9997485,0.000043037613,0.000037622547,0.00002748393,0.00010681677,0.00003653126],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019482651,0.001081212,0.00037277894,0.0023970387,0.001591622,0.0008406482,0.00077864784,0.0006435381,0.5825757],"category_scores_gemma":[0.00085159234,0.0003205124,0.00027755054,0.0026444572,0.0006933464,0.0017479089,0.0008384594,0.0010801553,0.2358574],"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":[0.000031694788,0.000009845236,0.0007027369,0.00018400243,0.000003878839,0.000111720256,0.00038677908,0.000054610042,0.00027644518,0.0016513491,0.94096214,0.05562478],"study_design_scores_gemma":[0.0000033256215,0.000005762023,0.005059553,0.00011678206,0.0000036975516,0.00012288817,0.00017732961,0.000020660354,0.00006138239,0.00020587101,0.9942199,0.0000029058197],"about_ca_topic_score_codex":0.05110278,"about_ca_topic_score_gemma":0.13301693,"teacher_disagreement_score":0.5825757,"about_ca_system_score_codex":0.0015017692,"about_ca_system_score_gemma":0.0007511317,"threshold_uncertainty_score":0.5954051},"labels":[],"label_agreement":null},{"id":"W6968019792","doi":"10.5281/zenodo.12065460","title":"Wildfire Detection for Emergency Responders using X","year":2024,"lang":"en","type":"preprint","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Commission","keywords":"Social media; Data collection; Emergency response; First responder; Modality (human–computer interaction)","score_opus":0.10234271232465784,"score_gpt":0.3522507892846253,"score_spread":0.24990807695996742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968019792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84354544,0.0022994813,0.11304385,0.0016510901,0.00066797197,0.00041088613,0.00994583,0.012535516,0.015899863],"genre_scores_gemma":[0.93107677,0.00048065605,0.04727147,0.0004325461,0.00023586798,0.00012486255,0.011739492,0.00014362068,0.008494702],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99965274,0.00006015854,0.000014972331,0.00013601019,0.000069301845,0.0000667657],"domain_scores_gemma":[0.9996805,0.00011517316,0.000050012983,0.0000533265,0.000064191125,0.00003671724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058933406,0.00096822676,0.00056852604,0.0010892972,0.00039649484,0.00074269396,0.00071848225,0.0012370975,0.0026534407],"category_scores_gemma":[0.0014338729,0.00018205613,0.0007816122,0.00042996093,0.00031734083,0.0013408234,0.00095975463,0.0008714732,0.0020941554],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004032458,0.0013471004,0.10633323,0.0013938008,0.0004255588,0.0017635516,0.0012192895,0.08576629,0.06708517,0.0026200097,0.08010802,0.64790547],"study_design_scores_gemma":[0.00009015723,0.0007913633,0.051550224,0.00017405643,0.00013687942,0.0008309092,0.0014607874,0.89613,0.02604419,0.004900495,0.01782029,0.00007056957],"about_ca_topic_score_codex":0.004912412,"about_ca_topic_score_gemma":0.0095639145,"teacher_disagreement_score":0.004912412,"about_ca_system_score_codex":0.00031467667,"about_ca_system_score_gemma":0.00052730576,"threshold_uncertainty_score":0.009767652},"labels":[],"label_agreement":null},{"id":"W6968331084","doi":"10.5281/zenodo.12156017","title":"Wildfire Detection for Emergency Responders using X","year":2024,"lang":"en","type":"preprint","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Commission","keywords":"Social media; Data collection; Emergency response; First responder; Modality (human–computer interaction)","score_opus":0.10234271232465784,"score_gpt":0.3522507892846253,"score_spread":0.24990807695996742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968331084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84354544,0.0022994813,0.11304385,0.0016510901,0.00066797197,0.00041088613,0.00994583,0.012535516,0.015899863],"genre_scores_gemma":[0.93107677,0.00048065605,0.04727147,0.0004325461,0.00023586798,0.00012486255,0.011739492,0.00014362068,0.008494702],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99965274,0.00006015854,0.000014972331,0.00013601019,0.000069301845,0.0000667657],"domain_scores_gemma":[0.9996805,0.00011517316,0.000050012983,0.0000533265,0.000064191125,0.00003671724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058933406,0.00096822676,0.00056852604,0.0010892972,0.00039649484,0.00074269396,0.00071848225,0.0012370975,0.0026534407],"category_scores_gemma":[0.0014338729,0.00018205613,0.0007816122,0.00042996093,0.00031734083,0.0013408234,0.00095975463,0.0008714732,0.0020941554],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004032458,0.0013471004,0.10633323,0.0013938008,0.0004255588,0.0017635516,0.0012192895,0.08576629,0.06708517,0.0026200097,0.08010802,0.64790547],"study_design_scores_gemma":[0.00009015723,0.0007913633,0.051550224,0.00017405643,0.00013687942,0.0008309092,0.0014607874,0.89613,0.02604419,0.004900495,0.01782029,0.00007056957],"about_ca_topic_score_codex":0.004912412,"about_ca_topic_score_gemma":0.0095639145,"teacher_disagreement_score":0.004912412,"about_ca_system_score_codex":0.00031467667,"about_ca_system_score_gemma":0.00052730576,"threshold_uncertainty_score":0.009767652},"labels":[],"label_agreement":null},{"id":"W6968889897","doi":"10.5281/zenodo.14597032","title":"Agalmopolynema mirabile Fidalgo 1988","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Holotype; Paratype; Morphology (biology); Statistical analysis","score_opus":0.04652399335054459,"score_gpt":0.3109268353284275,"score_spread":0.26440284197788294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968889897","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29880056,0.01364916,0.011639835,0.002342205,0.0008846949,0.0007860487,0.01035748,0.0008916252,0.6606484],"genre_scores_gemma":[0.89188343,0.003643045,0.009984619,0.00045763407,0.00018862703,0.00043798704,0.0047818352,0.00012707966,0.08849566],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997836,0.000024274865,0.000013733531,0.00006241216,0.00007832399,0.000037732996],"domain_scores_gemma":[0.99974114,0.000034752495,0.00009066781,0.000023402275,0.000082208135,0.00002777854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012851943,0.00052215916,0.00032037433,0.0011078824,0.0013767083,0.00039880455,0.0006649231,0.0006855185,0.010548622],"category_scores_gemma":[0.0005570671,0.00026170607,0.00015849924,0.0006452165,0.0005421907,0.00077043485,0.0010502447,0.0009356042,0.0041616727],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076461094,0.00010787593,0.036155414,0.001091603,0.000057226833,0.0055732518,0.0038076746,0.0009942248,0.09114267,0.015946588,0.10640119,0.73795766],"study_design_scores_gemma":[0.00006173298,0.0000986081,0.21448916,0.00044217828,0.00005867138,0.0056220605,0.0008392258,0.00033235116,0.0035936777,0.0022673202,0.7721659,0.000029127796],"about_ca_topic_score_codex":0.013297491,"about_ca_topic_score_gemma":0.03187206,"teacher_disagreement_score":0.013297491,"about_ca_system_score_codex":0.00080770405,"about_ca_system_score_gemma":0.00047642234,"threshold_uncertainty_score":0.035288632},"labels":[],"label_agreement":null},{"id":"W6969006733","doi":"10.5281/zenodo.5347886","title":"Ouranosinc/raven: v0.14.1","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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; Ouranos","funders":"","keywords":"Process (computing); Identification (biology); Set (abstract data type); Product (mathematics)","score_opus":0.05415019896285309,"score_gpt":0.3048045928142306,"score_spread":0.2506543938513775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6969006733","genre_codex":"software","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":"software","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00053753826,0.0007859302,0.047592893,0.00043495113,0.0006809467,0.00016299495,0.072306134,0.84061694,0.03688181],"genre_scores_gemma":[0.0072923037,0.000793058,0.049289837,0.0010247832,0.00033717518,0.0006767854,0.21167511,0.66225815,0.066652864],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971981,0.0005198466,0.00024144539,0.00054180424,0.0010795002,0.0004192942],"domain_scores_gemma":[0.9951579,0.00093124836,0.00020252833,0.0015776149,0.0016953851,0.000435381],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004914699,0.0056251627,0.0027136651,0.005009804,0.0013932561,0.008090079,0.009855834,0.003591266,0.4502297],"category_scores_gemma":[0.01889565,0.0045441547,0.0033208665,0.003777916,0.0012009626,0.007914525,0.007148916,0.0045152656,0.6137134],"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":[0.00014557567,0.000024387766,0.00020062369,0.00036097097,0.000043325974,0.000050223985,0.000069873546,0.0005533294,0.00041257337,0.0030214477,0.97150844,0.023609256],"study_design_scores_gemma":[0.00014153411,0.00002570012,0.00037909287,0.00020098106,0.0000344934,0.00014983279,0.000024076899,0.002765604,0.003199164,0.009225197,0.9837097,0.0001446118],"about_ca_topic_score_codex":0.010828005,"about_ca_topic_score_gemma":0.008856111,"teacher_disagreement_score":0.4502297,"about_ca_system_score_codex":0.0017946049,"about_ca_system_score_gemma":0.0029043811,"threshold_uncertainty_score":0.7841806},"labels":[],"label_agreement":null},{"id":"W6976627075","doi":"10.60692/etsg4-04978","title":"Toward Tweet-Mining Framework for Extracting Terrorist Attack-Related Information and Reporting","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Social media; Identification (biology); Vector space model; Popularity; Microblogging; Information extraction; Word (group theory); Space (punctuation); Word embedding","score_opus":0.13400232280411883,"score_gpt":0.3383308600484845,"score_spread":0.20432853724436567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976627075","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026870975,0.00071226544,0.96241176,0.00045427258,0.000119679054,0.00046081745,0.0037011327,0.0039583533,0.0013108191],"genre_scores_gemma":[0.2693814,0.0009888401,0.7095181,0.00021017028,0.00023772867,0.0008167226,0.012740375,0.0001439957,0.0059627863],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99912864,0.000108392735,0.00013448898,0.0003163517,0.00023097842,0.00008116221],"domain_scores_gemma":[0.999146,0.00023607697,0.0001801245,0.00006949353,0.00032004208,0.000048314243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008415731,0.001380362,0.0008202021,0.006056727,0.00071010477,0.0011213132,0.0013398443,0.0009952125,0.00097033236],"category_scores_gemma":[0.0026348413,0.00038002164,0.0013687458,0.0032974305,0.00032426426,0.0018510382,0.00083575095,0.0011787473,0.0012008242],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005021302,0.00078337366,0.01857867,0.00059325126,0.00029765285,0.001164486,0.00057811727,0.063623026,0.04927179,0.012182336,0.02266942,0.8297557],"study_design_scores_gemma":[0.000023567662,0.000109361084,0.0037708045,0.000026068223,0.00007101902,0.00025438296,0.00020478586,0.96927476,0.011184491,0.0063594203,0.0086813355,0.00003989505],"about_ca_topic_score_codex":0.013006416,"about_ca_topic_score_gemma":0.014074825,"teacher_disagreement_score":0.013006416,"about_ca_system_score_codex":0.0006678794,"about_ca_system_score_gemma":0.0015799,"threshold_uncertainty_score":0.025861442},"labels":[],"label_agreement":null},{"id":"W6977026406","doi":"10.71842/gngp-jv60","title":"Alberta Breeding Bird Atlas (1987-1992)","year":2015,"lang":"en","type":"dataset","venue":"BirdsCanada_Repo","topic":"Public Relations and Crisis Communication","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":"Atlas (anatomy); Netting; Archipelago","score_opus":0.04209707560529574,"score_gpt":0.32437717526597415,"score_spread":0.2822800996606784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977026406","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016766874,0.00012437325,0.000027305756,0.000021550855,0.000011754827,0.000005880158,0.9988757,0.00009074488,0.00067505584],"genre_scores_gemma":[0.0009155194,0.00016704162,0.00019516316,0.000023962488,0.000005923845,0.000035518675,0.9967809,0.000036286496,0.0018396953],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.999403,0.000036697875,0.000044139706,0.00014151388,0.00024287029,0.00013178385],"domain_scores_gemma":[0.9976526,0.00024516875,0.00024551738,0.00027285446,0.0012642595,0.0003196579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075131527,0.0021107933,0.0012749449,0.008334887,0.0008584997,0.0021602148,0.0021130294,0.000898821,0.045597386],"category_scores_gemma":[0.0031150335,0.00094078295,0.000904243,0.017639438,0.0004172734,0.00067834527,0.0009977582,0.0013599311,0.03517313],"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":[0.000038865546,0.0000071556065,0.0027540491,0.0003362258,0.000037414542,0.000014784373,0.000025950401,0.0003633409,0.00003841524,0.00025397475,0.99315226,0.0029775389],"study_design_scores_gemma":[0.00012544307,0.000008618743,0.041798007,0.0003989227,0.00006905757,0.00003608597,0.00014261938,0.0006247195,0.00017578238,0.00051936595,0.95607066,0.000030748448],"about_ca_topic_score_codex":0.8292468,"about_ca_topic_score_gemma":0.8934278,"teacher_disagreement_score":0.17075318,"about_ca_system_score_codex":0.005757421,"about_ca_system_score_gemma":0.011439124,"threshold_uncertainty_score":0.34351754},"labels":[],"label_agreement":null},{"id":"W6977785975","doi":"10.60951/afrischolar-435","title":"Beyond Arms and Armaments: Resolving Nigeria’s Insurgency Crisis through Strategic Public Relations","year":2025,"lang":"en","type":"article","venue":"Afrischolar Discovery (Annex)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Heritage College","funders":"","keywords":"Insurgency; Rhetoric; Ideology; State (computer science); Anger; Pathos; Stakeholder; Sophistication; Rhetorical question","score_opus":0.03355410509201017,"score_gpt":0.3228484522130557,"score_spread":0.2892943471210455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977785975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51328284,0.00840184,0.014836242,0.087962486,0.0011332406,0.00061895855,0.00004900993,0.000113311035,0.37360206],"genre_scores_gemma":[0.9845585,0.0024020378,0.0026165042,0.0012602953,0.000053081036,0.000079113444,0.000013066005,0.000011957678,0.0090054395],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980311,0.0013079917,0.000036538862,0.00006617412,0.00013191937,0.00042628057],"domain_scores_gemma":[0.9978181,0.0012331959,0.00026169006,0.00007539355,0.0001734916,0.00043802947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029798269,0.0003635927,0.00020113203,0.0011511297,0.008128302,0.009408247,0.0006338596,0.002623499,0.0048721405],"category_scores_gemma":[0.0033021304,0.0002202434,0.00022979923,0.0011468432,0.0056526135,0.0062363837,0.0051727076,0.0027211187,0.00057588646],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001830768,0.00082816323,0.009219149,0.0014973861,0.000023423683,0.004739975,0.3095291,0.0013028296,0.0032028693,0.4020096,0.02167268,0.24579182],"study_design_scores_gemma":[0.000036492107,0.00023709674,0.005191788,0.0015938104,0.000031672043,0.0006475324,0.6949068,0.0021833817,0.0011843729,0.06828951,0.22566094,0.00003670778],"about_ca_topic_score_codex":0.0030761065,"about_ca_topic_score_gemma":0.007994307,"teacher_disagreement_score":0.009408247,"about_ca_system_score_codex":0.003590437,"about_ca_system_score_gemma":0.009981577,"threshold_uncertainty_score":0.026050568},"labels":[],"label_agreement":null},{"id":"W6979301472","doi":"","title":"WildFireCan-MMD: A Multimodal Dataset for Classification of User-Generated Content During Wildfires in Canada","year":2025,"lang":"en","type":"article","venue":"ArXiv.org","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":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); Social media; Key (lock); Focus (optics); Data collection; Predictive modelling","score_opus":0.09006521083404273,"score_gpt":0.3312720194716391,"score_spread":0.24120680863759636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979301472","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30880287,0.0020725462,0.0046509663,0.0016443942,0.0004357816,0.00058779365,0.65742826,0.0051753754,0.019201925],"genre_scores_gemma":[0.28915012,0.00088590913,0.012263573,0.00040177724,0.00009830563,0.0003418477,0.6826378,0.00025841437,0.013962221],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9992379,0.0000667918,0.000031554155,0.00016902815,0.00026117897,0.00023348384],"domain_scores_gemma":[0.9989975,0.00013990942,0.00005792095,0.0001383079,0.00049900776,0.0001673877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003972684,0.0014391026,0.0004941381,0.0025789335,0.002416997,0.0010146691,0.0013011321,0.00130821,0.0046735774],"category_scores_gemma":[0.0022397065,0.00022260986,0.00062998343,0.0035645256,0.0008358267,0.0008921994,0.0012577171,0.0012074278,0.0028438333],"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":[0.0011317745,0.0006132385,0.07566737,0.0012734025,0.000266994,0.0016155387,0.0030793208,0.0077188974,0.013440791,0.0022389335,0.7301836,0.16277009],"study_design_scores_gemma":[0.00021213765,0.00030213673,0.38340724,0.0004982519,0.00020294855,0.0011429816,0.015152477,0.061252028,0.015063464,0.0018034123,0.52051765,0.0004453006],"about_ca_topic_score_codex":0.91495544,"about_ca_topic_score_gemma":0.96281177,"teacher_disagreement_score":0.08504456,"about_ca_system_score_codex":0.008438482,"about_ca_system_score_gemma":0.008658041,"threshold_uncertainty_score":0.17109078},"labels":[],"label_agreement":null},{"id":"W6979832094","doi":"","title":"Allmänheten som intuitiv magkänsla : En kvalitativ intervjustudie om Region Stockholms kommunikation med allmänheten","year":2024,"lang":"en","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":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; Communicative action; Perspective (graphical); Communication studies; Public sector; Public sphere; Publics; Homogeneous; Models of communication","score_opus":0.04257040444842244,"score_gpt":0.35222669241574694,"score_spread":0.30965628796732453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979832094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4591601,0.04686409,0.012125542,0.053624105,0.0037760471,0.00014663876,0.0005693092,0.00049351336,0.42324066],"genre_scores_gemma":[0.9410953,0.007404462,0.0027866529,0.0017540831,0.00026926657,0.00007299624,0.00022803812,0.00027424243,0.046115074],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99050397,0.0052712876,0.00047368446,0.00094180624,0.0017022443,0.0011069844],"domain_scores_gemma":[0.9955284,0.002563063,0.0005145816,0.00027945905,0.00045821775,0.00065629464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060672504,0.0008466282,0.00063272065,0.0017738972,0.0071291947,0.019627605,0.001236319,0.0030473568,0.0102465125],"category_scores_gemma":[0.00812399,0.00054113276,0.0004637546,0.001855405,0.008414195,0.006530894,0.011959356,0.0037132672,0.0037778567],"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":[0.00015440717,0.00015351696,0.008956585,0.0013847051,0.0000629466,0.005759659,0.6638451,0.0015489558,0.0023904666,0.17083047,0.034967974,0.10994524],"study_design_scores_gemma":[0.000020989719,0.00005949807,0.0044184634,0.0016279718,0.000030606454,0.0013713338,0.28193814,0.0002806008,0.0009399932,0.015347309,0.6939029,0.000062158106],"about_ca_topic_score_codex":0.0111738425,"about_ca_topic_score_gemma":0.011562923,"teacher_disagreement_score":0.019627605,"about_ca_system_score_codex":0.0073922225,"about_ca_system_score_gemma":0.010437908,"threshold_uncertainty_score":0.053634644},"labels":[],"label_agreement":null},{"id":"W6980127680","doi":"","title":"Aux origines du génome québécois, démographie génétique d'une population nouvelle","year":2000,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Public Relations and Crisis Communication","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":"Population; Natural (archaeology); Context (archaeology)","score_opus":0.0038490894429123916,"score_gpt":0.17015426938993172,"score_spread":0.16630517994701932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980127680","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14466748,0.009185924,0.0057173995,0.01140305,0.0014326184,0.00011117476,0.0070944605,0.00048485055,0.81990314],"genre_scores_gemma":[0.45330834,0.005306694,0.0023783713,0.0006054615,0.00029024755,0.00008347235,0.0014793783,0.0002610496,0.53628695],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99964654,0.00006740667,0.00001052316,0.00006346665,0.0001211648,0.00009088681],"domain_scores_gemma":[0.9991743,0.00019161278,0.0001059699,0.00006176903,0.00034351248,0.00012271325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042741504,0.0003316572,0.00012467809,0.0021679283,0.0037346412,0.0033499126,0.00038865476,0.0008098458,0.06594445],"category_scores_gemma":[0.0027557267,0.00016076396,0.00019647129,0.002954961,0.0018449113,0.0015610987,0.0010300733,0.0012101895,0.0062295436],"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":[0.00028454332,0.000076524295,0.058843765,0.0005919859,0.000024343444,0.0013252315,0.06817892,0.00030967998,0.004141566,0.2870083,0.2635544,0.3156607],"study_design_scores_gemma":[0.000008411212,0.000013359392,0.19962019,0.00019993799,0.000009660153,0.00043891475,0.012081206,0.00025436957,0.0010621387,0.0071626403,0.7791222,0.000027103915],"about_ca_topic_score_codex":0.4506108,"about_ca_topic_score_gemma":0.5849334,"teacher_disagreement_score":0.54938924,"about_ca_system_score_codex":0.0062352167,"about_ca_system_score_gemma":0.004707329,"threshold_uncertainty_score":0.8959759},"labels":[],"label_agreement":null},{"id":"W6981354886","doi":"","title":"Effet indirect des insécurités d'attachement anxieux et évitant au travail sur les comportements de citoyenneté organisationnelle par le biais du bien-être psychologique au travail","year":2020,"lang":"fr","type":"other","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Relation (database); Subject (documents); Context (archaeology)","score_opus":0.02329963277027695,"score_gpt":0.24855831965313913,"score_spread":0.22525868688286219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981354886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9751982,0.002076774,0.00078792754,0.0012823878,0.000098143595,0.000058369398,0.00050467195,0.000021596143,0.019971998],"genre_scores_gemma":[0.9823575,0.0016554199,0.00084398274,0.00047142268,0.00007318782,0.000118477044,0.00041328112,0.00003053504,0.014036242],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99836653,0.0005957275,0.00009791253,0.00035090215,0.00038185104,0.00020708758],"domain_scores_gemma":[0.9873002,0.0062189954,0.0029661914,0.0009453837,0.0011242705,0.0014449831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019292792,0.0007061495,0.0005928902,0.00062831613,0.0011997957,0.0031722784,0.0007829447,0.0016509923,0.03375106],"category_scores_gemma":[0.011650336,0.00060569344,0.00081545423,0.00061857776,0.0014159597,0.0015196668,0.0018984617,0.002310118,0.002011994],"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":[0.005264063,0.0021730936,0.8670717,0.0020162305,0.0020307635,0.0011666216,0.021439893,0.0004597213,0.009075197,0.008197592,0.0039437027,0.07716148],"study_design_scores_gemma":[0.00006331561,0.00059566135,0.9874582,0.00025543437,0.0005002994,0.0002976123,0.0047565782,0.00017783859,0.0006841315,0.0024457134,0.0027326676,0.00003249144],"about_ca_topic_score_codex":0.0077955364,"about_ca_topic_score_gemma":0.009861573,"teacher_disagreement_score":0.03375106,"about_ca_system_score_codex":0.0008894222,"about_ca_system_score_gemma":0.0011807166,"threshold_uncertainty_score":0.1129086},"labels":[],"label_agreement":null},{"id":"W6981733827","doi":"","title":"Feasibility, acceptability and efficacy of bibliotherapy for patients with cancer: A randomized controlled trial","year":2015,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bibliotherapy; Randomized controlled trial; Psychosocial; Distress; Psychological intervention; Coping (psychology); Quality of life (healthcare); Empowerment","score_opus":0.027779874736540026,"score_gpt":0.34525698665459365,"score_spread":0.3174771119180536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981733827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8441636,0.0073930607,0.0016902118,0.0021252737,0.0019269275,0.13524835,0.0015969977,0.00032319504,0.005532341],"genre_scores_gemma":[0.8314256,0.0036726727,0.0065420386,0.0018070054,0.0011690616,0.15163854,0.00058812316,0.000030940275,0.0031260438],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9902249,0.0065989587,0.0009833137,0.0008813097,0.000748138,0.00056334445],"domain_scores_gemma":[0.9883633,0.0063550766,0.002387723,0.0007659138,0.00073328847,0.0013946611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009411118,0.0021488655,0.0053128228,0.0013167434,0.0016232197,0.0020608716,0.001948113,0.0050907466,0.015473844],"category_scores_gemma":[0.017450077,0.0013097342,0.004073897,0.0012331876,0.0026022037,0.0026360294,0.0011461759,0.004371913,0.0015672438],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.948869,0.029780246,0.0007350458,0.0029550523,0.0013430031,0.000050003968,0.00022045519,0.00013023848,0.00037852002,0.00015984538,0.00052278995,0.014855912],"study_design_scores_gemma":[0.9330069,0.06442267,0.0009882466,0.00015187786,0.0005607741,0.0000097082275,0.00006152781,0.00018372385,0.00010440603,0.00012024821,0.0003764477,0.000013431165],"about_ca_topic_score_codex":0.0019410314,"about_ca_topic_score_gemma":0.0034777168,"teacher_disagreement_score":0.015473844,"about_ca_system_score_codex":0.002088464,"about_ca_system_score_gemma":0.0039986465,"threshold_uncertainty_score":0.051765144},"labels":[],"label_agreement":null},{"id":"W6983639120","doi":"","title":"\\n The Carlyle Group Announces First Quarter 2012 Earnings Results\\n","year":2012,"lang":"en","type":"other","venue":"Eon","topic":"Public Relations and Crisis Communication","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":"Earnings; Quarter (Canadian coin); Group (periodic table)","score_opus":0.016029127872110815,"score_gpt":0.2824649111403257,"score_spread":0.2664357832682149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983639120","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002947087,0.00023569039,0.00022039017,0.015448092,0.0019542857,0.00015385405,0.016605182,0.0006002083,0.9618352],"genre_scores_gemma":[0.0029268125,0.00009069069,0.00006298962,0.0015493473,0.00014246465,0.00005290082,0.0024696067,0.00015595135,0.9925493],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992694,0.00004589128,0.000024251276,0.000059313134,0.00034396807,0.0002570572],"domain_scores_gemma":[0.99701464,0.00034070227,0.00013854931,0.00014563279,0.0015397014,0.0008207207],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011250334,0.00053784484,0.00047770358,0.001494012,0.004102455,0.004876371,0.0010553161,0.0030054615,0.39766523],"category_scores_gemma":[0.0044058217,0.00036270573,0.00038906085,0.0011575613,0.0005483104,0.0014189605,0.0019380602,0.0028655042,0.17560968],"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":[0.00002880108,0.000023658384,0.00030998443,0.000009348568,7.240079e-7,0.000014745631,0.000016710663,0.0000131729485,0.000026763299,0.0012870806,0.99144006,0.0068289833],"study_design_scores_gemma":[0.000026943353,0.000018177694,0.0072000767,0.000048219892,0.000003348094,0.000015584606,0.00025586798,0.00019269645,0.00023101443,0.0007084476,0.9912867,0.000012885576],"about_ca_topic_score_codex":0.104207784,"about_ca_topic_score_gemma":0.29204834,"teacher_disagreement_score":0.60233474,"about_ca_system_score_codex":0.0025211424,"about_ca_system_score_gemma":0.0065282555,"threshold_uncertainty_score":0.85915744},"labels":[],"label_agreement":null},{"id":"W6984232768","doi":"","title":"CBCR 3 2008 06 27","year":2008,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Staring; Camouflage; West coast","score_opus":0.009755059844029782,"score_gpt":0.21998956491080407,"score_spread":0.2102345050667743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6984232768","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00026245796,0.0004291039,0.00043350563,0.0012122816,0.0009907262,0.00007872207,0.0018928492,0.0010742946,0.993626],"genre_scores_gemma":[0.0011730109,0.00027716186,0.00021625977,0.0003231521,0.00007935429,0.000028800667,0.0012272069,0.00026639758,0.99640876],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993247,0.00007635461,0.000039212337,0.00013178082,0.00027914633,0.00014892759],"domain_scores_gemma":[0.99888486,0.000074702206,0.000029606095,0.00020006835,0.0005772559,0.00023344497],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010529873,0.0007290214,0.0006640757,0.0016355912,0.001964035,0.008346993,0.001380347,0.0034448055,0.83201516],"category_scores_gemma":[0.0022981765,0.0004325874,0.0006269257,0.0012828467,0.00073853764,0.0016546911,0.0025819663,0.00198701,0.8255933],"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":[0.000043289125,0.000037768325,0.00015300782,0.00015112157,0.0000036719794,0.00006374441,0.00007269614,0.000039780785,0.0003525399,0.008121053,0.93110955,0.059851892],"study_design_scores_gemma":[0.000005091481,0.0000075039543,0.00022739307,0.0000816665,0.0000018951572,0.000034970704,0.000040745468,0.000023309889,0.000093442606,0.00033477542,0.99914575,0.0000034861066],"about_ca_topic_score_codex":0.016594376,"about_ca_topic_score_gemma":0.02404761,"teacher_disagreement_score":0.16798484,"about_ca_system_score_codex":0.0023915397,"about_ca_system_score_gemma":0.0022139486,"threshold_uncertainty_score":0.2396099},"labels":[],"label_agreement":null},{"id":"W6984999840","doi":"","title":"Réassurrance","year":2013,"lang":"fr","type":"other","venue":"OpenEdition (OpenEdition)","topic":"Public Relations and Crisis Communication","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":"Natural Sciences and Engineering Research Council of Canada; Centre National de la Recherche Scientifique; AXA Research Fund","keywords":"Reinsurance; Property (philosophy); Pareto principle; Subject (documents)","score_opus":0.02175229340356436,"score_gpt":0.2769726266514689,"score_spread":0.2552203332479045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6984999840","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0088115595,0.003350977,0.009700119,0.025333049,0.006203232,0.00018587506,0.0012955391,0.0015970495,0.94352275],"genre_scores_gemma":[0.08324311,0.0018733431,0.0047481926,0.006686466,0.0020322357,0.0001713615,0.0009999408,0.0007728742,0.8994725],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935033,0.0013282109,0.00028054125,0.000989209,0.002899981,0.0009987875],"domain_scores_gemma":[0.99200785,0.0017085405,0.00052223954,0.0018326862,0.0027469564,0.0011817003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00513692,0.0011689328,0.0006590475,0.0025774573,0.0041444325,0.007559215,0.0020827102,0.0033466155,0.2214227],"category_scores_gemma":[0.018583186,0.00040641695,0.0011006068,0.0013663456,0.00218143,0.0052528908,0.0071538454,0.0043206858,0.07101949],"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":[0.00021735397,0.00009890147,0.0015922694,0.0002471755,0.000022723509,0.0007995766,0.0042842147,0.0003581518,0.0013269038,0.19212238,0.57449466,0.22443567],"study_design_scores_gemma":[0.0000074205345,0.000027900733,0.0008346462,0.00010910429,0.000004640832,0.0002655436,0.00066646904,0.00014491235,0.00038003718,0.005526643,0.99201816,0.000014392478],"about_ca_topic_score_codex":0.007986861,"about_ca_topic_score_gemma":0.010399841,"teacher_disagreement_score":0.2214227,"about_ca_system_score_codex":0.004128371,"about_ca_system_score_gemma":0.004029895,"threshold_uncertainty_score":0.7407327},"labels":[],"label_agreement":null},{"id":"W6986129370","doi":"","title":"Olympic village for 1988 Winter Olympics, Calgary, Alberta, Canada","year":2015,"lang":"en","type":"dissertation","venue":"ThinkTech (Texas Tech University)","topic":"Public Relations and Crisis Communication","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":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","score_opus":0.015239967612272374,"score_gpt":0.2646323111651729,"score_spread":0.24939234355290052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986129370","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13264117,0.0043452834,0.000524562,0.012648011,0.0037821468,0.0009900492,0.038998827,0.00051626744,0.80555373],"genre_scores_gemma":[0.04640831,0.0008441665,0.00044163785,0.00032643514,0.00009483135,0.00009119868,0.0042979103,0.000044230146,0.9474513],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9997602,0.00001204948,0.0000034271723,0.00003550294,0.00007137232,0.000117372925],"domain_scores_gemma":[0.9995365,0.000012171479,0.000011058326,0.0000069665803,0.00020549446,0.00022780527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032595312,0.00042625258,0.0002451763,0.00048172456,0.005453936,0.0014485354,0.0006788028,0.0006688897,0.10841584],"category_scores_gemma":[0.00057917077,0.00023724294,0.00014945584,0.0007395356,0.00030316613,0.00024180365,0.00075905584,0.0009313218,0.013356386],"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":[0.00018015648,0.00014380913,0.008212093,0.000107381085,0.0000091918055,0.00022632853,0.00092025514,0.00030843416,0.00035084382,0.0011238807,0.93915725,0.04926035],"study_design_scores_gemma":[0.000068038324,0.000060314203,0.18192104,0.00014146474,0.000007669005,0.000025467669,0.0052896338,0.00016965669,0.00019437773,0.00015076691,0.8119595,0.000012126788],"about_ca_topic_score_codex":0.8842575,"about_ca_topic_score_gemma":0.9873311,"teacher_disagreement_score":0.115742505,"about_ca_system_score_codex":0.009550045,"about_ca_system_score_gemma":0.024714313,"threshold_uncertainty_score":0.3626871},"labels":[],"label_agreement":null},{"id":"W6986158725","doi":"","title":"O século XXI pertence à China?: Um debate sobre a grande Potência Asiática","year":2015,"lang":"pt","type":"article","venue":"Redalyc (Universidad Autónoma del Estado de México)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Christian ministry; Indirect immunofluorescence; Confusion","score_opus":0.03227640098930429,"score_gpt":0.27954911660513454,"score_spread":0.24727271561583025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986158725","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08252863,0.055594005,0.00052889716,0.72878444,0.005822537,0.00002654917,0.00016721859,0.000021926526,0.1265258],"genre_scores_gemma":[0.79028106,0.030091915,0.0004468689,0.07350932,0.00548155,0.000067270004,0.0001132565,0.00004434495,0.09996444],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981001,0.00065496925,0.00008801055,0.0002571524,0.00033699835,0.0005628258],"domain_scores_gemma":[0.9974809,0.0010706045,0.00033823066,0.00012938284,0.00044432178,0.00053660286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032181265,0.00045698974,0.00042812663,0.0015832547,0.010090949,0.00961553,0.00081236893,0.0058116335,0.0069397097],"category_scores_gemma":[0.0040978505,0.00020950999,0.00040297105,0.0026704853,0.010778327,0.0058625033,0.0040426254,0.0058905184,0.00045185818],"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":[0.00010617529,0.000059629587,0.010518711,0.0007874421,0.000055696983,0.0018563158,0.13963844,0.00026841724,0.0011430695,0.5760943,0.20854592,0.060925882],"study_design_scores_gemma":[0.000015183529,0.00003655619,0.021428155,0.00080201507,0.000023427487,0.00019526956,0.054027945,0.00019022786,0.00044910394,0.029656038,0.8931274,0.000048591002],"about_ca_topic_score_codex":0.057438895,"about_ca_topic_score_gemma":0.07250325,"teacher_disagreement_score":0.057438895,"about_ca_system_score_codex":0.01282224,"about_ca_system_score_gemma":0.016035926,"threshold_uncertainty_score":0.114209175},"labels":[],"label_agreement":null},{"id":"W6987205499","doi":"","title":"Social Media Branding of Ka Pa Olapa O Na Pua Kukui","year":2025,"lang":"en","type":"article","venue":"DigitalCommons@Linfield (Linfield College)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Interview; Schedule; Social organization; Influencer marketing; Organizational culture; Media relations; Media management","score_opus":0.03381710458863537,"score_gpt":0.32905033646260046,"score_spread":0.2952332318739651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987205499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6701721,0.0007951013,0.00060596317,0.002579345,0.0004258497,0.000079963225,0.000080121165,0.00010085121,0.32516065],"genre_scores_gemma":[0.9730612,0.0004037301,0.0005278791,0.00023791358,0.0000714633,0.00004446424,0.00003299421,0.000051223047,0.02556917],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99961925,0.000098202036,0.0000096649355,0.00005309048,0.00013648417,0.000083316205],"domain_scores_gemma":[0.99888414,0.0003163464,0.00018450263,0.00008226231,0.00022263099,0.00031016354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076028437,0.00024631762,0.00015427361,0.0011044471,0.0047667227,0.0063179107,0.00031319575,0.00062244583,0.0122101335],"category_scores_gemma":[0.0021826592,0.00021660022,0.00014271993,0.0009405078,0.0014075743,0.0038907938,0.0028232532,0.0013597386,0.0009862136],"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":[0.00041312145,0.0007041393,0.058736645,0.00082963967,0.000054397657,0.0021317224,0.49839905,0.00017489643,0.013052542,0.055214334,0.035775356,0.3345141],"study_design_scores_gemma":[0.000015409467,0.00038100354,0.13960285,0.0004839634,0.000088764275,0.0013060982,0.4278123,0.0007511726,0.0036395907,0.0041812123,0.4216369,0.000100647594],"about_ca_topic_score_codex":0.0019858226,"about_ca_topic_score_gemma":0.004885663,"teacher_disagreement_score":0.0122101335,"about_ca_system_score_codex":0.0011124208,"about_ca_system_score_gemma":0.00066603994,"threshold_uncertainty_score":0.040846944},"labels":[],"label_agreement":null},{"id":"W6988076582","doi":"","title":"\"We Have To Make Sure That We Get It Right\": Organizational Impression Management By a Police Service Confronted with Controversy","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Impression management; Pride; Context (archaeology); Legitimacy; Presentational and representational acting; Negotiation; Variety (cybernetics); Service (business); Public service; Gossip; Power (physics)","score_opus":0.013198816487657949,"score_gpt":0.24648927114324948,"score_spread":0.23329045465559153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6988076582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8744321,0.00186194,0.002128638,0.05298683,0.0009675951,0.00013434072,0.00003202004,0.000075964206,0.06738056],"genre_scores_gemma":[0.9918743,0.00061813666,0.00043917942,0.0025172555,0.00018401754,0.000041100415,0.000011601111,0.000034967266,0.0042796545],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97630876,0.017001957,0.00031053368,0.0006290043,0.003267381,0.0024823772],"domain_scores_gemma":[0.9856775,0.00678054,0.002259484,0.0005906522,0.0019481794,0.0027436737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014233387,0.0008238606,0.0006592174,0.001994722,0.032893308,0.02370247,0.0030210773,0.005072557,0.0028671627],"category_scores_gemma":[0.024736138,0.00071194785,0.0006827352,0.0021482327,0.04292998,0.007692101,0.011509614,0.007491723,0.00048729175],"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":[0.000014087841,0.000030911913,0.0023379812,0.000037407124,0.0000069008147,0.0007790246,0.98571026,0.00002554506,0.00015701598,0.0047306665,0.0030942338,0.0030760362],"study_design_scores_gemma":[0.0000069555863,0.000022751006,0.0014437085,0.00006283126,0.000007071268,0.00021455578,0.98530304,0.000093611074,0.00006849817,0.0009528531,0.011808602,0.000015414214],"about_ca_topic_score_codex":0.07762426,"about_ca_topic_score_gemma":0.12429058,"teacher_disagreement_score":0.07762426,"about_ca_system_score_codex":0.023233766,"about_ca_system_score_gemma":0.018602548,"threshold_uncertainty_score":0.16857356},"labels":[],"label_agreement":null},{"id":"W6991090461","doi":"","title":"Examining the affordances of social network sites as a tool of military strategic communication in a hybrid media environment.","year":2021,"lang":"en","type":"dissertation","venue":"Dublin City University Open Access Institutional Repository (Dublin City University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Affordance; Thematic analysis; Social media; Timeline; Context (archaeology); Strategic communication; Legitimacy; Communication studies","score_opus":0.08493021724035929,"score_gpt":0.32314925895819535,"score_spread":0.23821904171783606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991090461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91666,0.0011195738,0.010476709,0.0023006091,0.000108838714,0.000105453786,0.00014932021,0.00007285314,0.06900659],"genre_scores_gemma":[0.9943334,0.00038403587,0.003017453,0.00006778727,0.000019024366,0.00005805029,0.00003574336,0.000018680901,0.0020659028],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99620026,0.0027033428,0.0000874596,0.0002840932,0.00046317998,0.0002616887],"domain_scores_gemma":[0.9913186,0.0060712094,0.0011185426,0.0005222394,0.00041236036,0.0005571156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036580402,0.00040868935,0.00018307552,0.002041791,0.0029182255,0.006111811,0.0005964859,0.00087293296,0.0034745734],"category_scores_gemma":[0.009391521,0.00030164619,0.00033219898,0.001262482,0.0050786803,0.008596033,0.005187414,0.0007848926,0.00036165747],"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":[0.00019603169,0.0001310176,0.09502571,0.0010121457,0.000077623146,0.0019959488,0.68504876,0.0008493541,0.008179583,0.0861,0.0025920556,0.11879178],"study_design_scores_gemma":[0.000018596542,0.00031740352,0.07218354,0.0010246043,0.00008738826,0.001879004,0.7301522,0.0027310394,0.0022087544,0.02715359,0.16213943,0.00010448676],"about_ca_topic_score_codex":0.0034655423,"about_ca_topic_score_gemma":0.009937084,"teacher_disagreement_score":0.006111811,"about_ca_system_score_codex":0.001678304,"about_ca_system_score_gemma":0.0011584796,"threshold_uncertainty_score":0.01934582},"labels":[],"label_agreement":null},{"id":"W7000496063","doi":"","title":"The following is a commentary from Dawn Vanzant from Investorideas.com - How does an Aquarium Influence Vancouver's Upcoming Election?…It's a Whale of a Tale - Albany Business Review","year":2014,"lang":"en","type":"other","venue":"","topic":"Public Relations and Crisis Communication","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":"Whale; Fishing; Indian ocean; Perspective (graphical)","score_opus":0.01225540250993607,"score_gpt":0.2879764881232058,"score_spread":0.27572108561326975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000496063","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022995437,0.04217615,0.00007291836,0.8275746,0.087399185,0.00003794495,0.0002783113,0.000040978688,0.042190038],"genre_scores_gemma":[0.0064422595,0.038143527,0.00023195904,0.66606563,0.053523622,0.00014334494,0.0002671294,0.00019880301,0.23498374],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962553,0.0011745042,0.00018086031,0.0002450218,0.0016266163,0.00051771116],"domain_scores_gemma":[0.98321265,0.009019334,0.0005612925,0.00023363557,0.0049453573,0.002027697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004927574,0.0011421998,0.0013494485,0.0024157257,0.009136985,0.0069705253,0.003247752,0.01596483,0.032021694],"category_scores_gemma":[0.020347357,0.0005468274,0.00067394576,0.0032840176,0.0040081055,0.0034553509,0.0023954415,0.017780624,0.009790396],"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":[0.0000031641428,0.0000016019596,0.000011870556,0.000069718975,0.0000013081947,0.000021326448,0.0000984396,0.000004678963,0.0000069509747,0.0007962928,0.99745053,0.0015340574],"study_design_scores_gemma":[0.0000076128376,0.000004331435,0.0002669207,0.00058175507,0.000006244789,0.000027621258,0.000720535,0.000011427732,0.000028440954,0.00046637756,0.9978695,0.000009198252],"about_ca_topic_score_codex":0.18145621,"about_ca_topic_score_gemma":0.4494637,"teacher_disagreement_score":0.8185438,"about_ca_system_score_codex":0.010071395,"about_ca_system_score_gemma":0.019967163,"threshold_uncertainty_score":0.36080003},"labels":[],"label_agreement":null},{"id":"W7000540405","doi":"","title":"Falling in line: news media and public health response during the 2009 H1N1 outbreak in Canada","year":2015,"lang":"en","type":"dissertation","venue":"UWL Repository (University of West London)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":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; News media; Media relations; Social media; Pandemic; Journalism; Health communication; Exploit; Falling (accident)","score_opus":0.01878135360236594,"score_gpt":0.25180803648206806,"score_spread":0.23302668287970213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000540405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7487882,0.006272483,0.00057361467,0.12860659,0.0012820654,0.00016619038,0.000951871,0.000089025314,0.113270015],"genre_scores_gemma":[0.97837824,0.003324779,0.00034994053,0.005758251,0.00025919013,0.000041718296,0.00024054387,0.000052978074,0.011594358],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9966988,0.00074110285,0.00008657965,0.00020541644,0.0009414831,0.0013265624],"domain_scores_gemma":[0.98942846,0.0038122402,0.0015511292,0.00018553762,0.0028692936,0.0021532914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023523977,0.0005372894,0.00033792996,0.003315735,0.028709233,0.014570305,0.001884217,0.0028385862,0.0048589944],"category_scores_gemma":[0.013032426,0.00041140607,0.0003422833,0.0048180656,0.009406949,0.0036710787,0.0044532157,0.003830374,0.0003759015],"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":[0.00030531955,0.00021323668,0.07247769,0.00064204476,0.00007466424,0.0052680485,0.7682893,0.0007534334,0.0013879214,0.025391597,0.07294114,0.052255582],"study_design_scores_gemma":[0.00002168685,0.000044941386,0.056238472,0.00043702882,0.00005467903,0.0002516339,0.8132668,0.00056649547,0.00058112736,0.0011806927,0.12725602,0.000100396304],"about_ca_topic_score_codex":0.98731273,"about_ca_topic_score_gemma":0.99151367,"teacher_disagreement_score":0.10351309,"about_ca_system_score_codex":0.10351309,"about_ca_system_score_gemma":0.108659744,"threshold_uncertainty_score":0.75104356},"labels":[],"label_agreement":null},{"id":"W7001553468","doi":"","title":"La comunicació i les relacions públiques internacionals com a instruments de diplomàcia/npública dels governs subestatals: l’aplicació del Pla de l’Acció Exterior del Govern de Catalunya (2010-2015)","year":2014,"lang":"ca","type":"dissertation","venue":"Repositori digital de la UPF (Universitat Pompeu Fabra)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":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); Christian ministry; Quarter (Canadian coin); Period (music)","score_opus":0.011531789896778617,"score_gpt":0.2984041497284409,"score_spread":0.2868723598316623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001553468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7288137,0.003657176,0.002641609,0.016912024,0.00054264464,0.0003455075,0.0015090317,0.00013729995,0.24544087],"genre_scores_gemma":[0.905421,0.0017394661,0.001652197,0.0019046811,0.00008397253,0.0002042909,0.00067147566,0.00005407381,0.0882688],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99619955,0.0011910155,0.00013960994,0.00039545377,0.000864392,0.0012099132],"domain_scores_gemma":[0.993093,0.0016598993,0.00091381656,0.0004967006,0.00199226,0.0018441954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006620556,0.00033293993,0.00025192238,0.0015311387,0.0033157805,0.0076769018,0.000974689,0.0012997783,0.017695755],"category_scores_gemma":[0.0075996993,0.00028448566,0.00035991913,0.0025001753,0.0026059723,0.0023898862,0.0053701787,0.002049009,0.0025830863],"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":[0.0007170596,0.00046276694,0.312695,0.0018522316,0.00013016717,0.000831111,0.20937473,0.0023890922,0.0033216202,0.07198039,0.055794347,0.3404515],"study_design_scores_gemma":[0.000047972928,0.00024861968,0.37068447,0.00095890055,0.00004850945,0.000097609,0.20320302,0.0005855965,0.0010153754,0.0018596548,0.4211963,0.000053985477],"about_ca_topic_score_codex":0.21032709,"about_ca_topic_score_gemma":0.31590432,"teacher_disagreement_score":0.21032709,"about_ca_system_score_codex":0.022008425,"about_ca_system_score_gemma":0.028547319,"threshold_uncertainty_score":0.41820568},"labels":[],"label_agreement":null},{"id":"W7008936427","doi":"","title":"Crossing the threshold of general public relations practices: assessing Malaysia's experience in the first quarter of the millennium","year":2022,"lang":"en","type":"article","venue":"Universiti Putra Malaysia Institutional Repository (Universiti Putra Malaysia)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Realm; Quarter (Canadian coin); Nothing; Field (mathematics); Government (linguistics)","score_opus":0.03920803405916023,"score_gpt":0.28740147321846704,"score_spread":0.2481934391593068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008936427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99391973,0.00060412637,0.000041430914,0.0016693188,0.000020350684,0.000010054356,0.000027683029,0.000003102409,0.0037042238],"genre_scores_gemma":[0.9972249,0.00058976,0.000035919886,0.0003092499,0.000005718456,0.0000076642345,0.000015696605,0.0000038057328,0.0018073594],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9970716,0.0012239552,0.00016339007,0.00017607406,0.00048175812,0.00088315463],"domain_scores_gemma":[0.9963637,0.00061381626,0.0011631092,0.00009713466,0.000355729,0.001406643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002935609,0.00027516577,0.000395532,0.0009136381,0.005241628,0.0059184902,0.0008691177,0.0013971233,0.0025894493],"category_scores_gemma":[0.004656787,0.00045392133,0.00023412288,0.0015820604,0.004312386,0.0050319717,0.0051443167,0.0026379244,0.00049581827],"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":[0.000034372733,0.00005905977,0.0586733,0.00011559494,0.0000068171007,0.0007475206,0.9270052,0.000052089657,0.00048527578,0.0019227546,0.0011123185,0.009785683],"study_design_scores_gemma":[0.0000010138422,0.00005641058,0.029860912,0.000093054645,0.0000026256969,0.00028033985,0.9608952,0.00004292698,0.00010620954,0.000089129506,0.0085570365,0.000015261689],"about_ca_topic_score_codex":0.035193104,"about_ca_topic_score_gemma":0.052866478,"teacher_disagreement_score":0.035193104,"about_ca_system_score_codex":0.0069961916,"about_ca_system_score_gemma":0.005522014,"threshold_uncertainty_score":0.06997651},"labels":[],"label_agreement":null},{"id":"W7009827865","doi":"","title":"Examining public health risk communication via social media by provincial and local health authorities in Ontario during the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Misinformation; Social media; Public health; Risk communication; Health communication; Health promotion; Social determinants of health; Narrative; Pandemic","score_opus":0.22463923634793662,"score_gpt":0.3676191254264725,"score_spread":0.1429798890785359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009827865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98736316,0.00028617907,0.00013740269,0.0031747618,0.000019798474,0.000077181554,0.0003339301,0.000009907354,0.008597753],"genre_scores_gemma":[0.99732566,0.00034278372,0.00013578236,0.00024993115,0.000010757461,0.000043106695,0.000078262834,0.000006041829,0.0018077187],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9976025,0.0008835642,0.000108418186,0.00014298446,0.00049340766,0.0007691048],"domain_scores_gemma":[0.99165595,0.0026339777,0.0020697576,0.00020893208,0.0019774085,0.0014540748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023084877,0.00021684902,0.0002548968,0.0015556826,0.0076873894,0.0031771392,0.00077472994,0.00065236655,0.0031243258],"category_scores_gemma":[0.010538166,0.00030631493,0.00018593603,0.002348146,0.0029337786,0.0018489091,0.003678404,0.000965444,0.00025503486],"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":[0.00019214407,0.00006916493,0.25323695,0.0003360448,0.000026628484,0.0012904409,0.71744865,0.00017444036,0.0010140521,0.0012071757,0.0038111657,0.02119303],"study_design_scores_gemma":[0.000010084776,0.000058802132,0.16222414,0.00018383074,0.000017281318,0.00007803773,0.81935555,0.00021158667,0.00018379865,0.00016027337,0.017489357,0.000027274482],"about_ca_topic_score_codex":0.92147297,"about_ca_topic_score_gemma":0.97088605,"teacher_disagreement_score":0.07852703,"about_ca_system_score_codex":0.039627295,"about_ca_system_score_gemma":0.045275513,"threshold_uncertainty_score":0.28751755},"labels":[],"label_agreement":null},{"id":"W7015838858","doi":"","title":"Understanding Trust in Public Health Communication During Crises: The Role of Information, Spokespersons, and Channels","year":2022,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Public Relations and Crisis Communication","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":"Crisis communication; Trustworthiness; Social media; Content analysis; Crisis response; Health communication; Pandemic; Risk communication; Public health","score_opus":0.05429130684291928,"score_gpt":0.27901077412171066,"score_spread":0.22471946727879138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015838858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88642323,0.005570953,0.008111872,0.039388455,0.00027172465,0.00012764357,0.00012652748,0.0000547152,0.05992484],"genre_scores_gemma":[0.9976472,0.00097294303,0.00038000135,0.00041758196,0.000019957737,0.000014935526,0.000013556235,0.0000066745692,0.00052714406],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9897209,0.007029726,0.0003555871,0.00038215765,0.0008710792,0.0016405272],"domain_scores_gemma":[0.96046156,0.027754156,0.005377408,0.0010001548,0.0031955945,0.0022110823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010962932,0.00034634952,0.00033364023,0.0019545755,0.0051996065,0.009381815,0.00087183365,0.0022703207,0.002656572],"category_scores_gemma":[0.038964536,0.00052039,0.00038336412,0.0012500618,0.0068817697,0.013078624,0.005149935,0.0025219664,0.00025690085],"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":[0.00014450801,0.000084225365,0.07020228,0.0005270538,0.000057295558,0.0013118944,0.85014296,0.00046096597,0.00061623385,0.021803604,0.0038215022,0.05082747],"study_design_scores_gemma":[0.000030049405,0.00016064396,0.056057967,0.0018239404,0.0001160273,0.00077833666,0.8802095,0.0026097742,0.0007022243,0.01640447,0.041001685,0.00010528037],"about_ca_topic_score_codex":0.065172754,"about_ca_topic_score_gemma":0.043780297,"teacher_disagreement_score":0.065172754,"about_ca_system_score_codex":0.008488931,"about_ca_system_score_gemma":0.010651511,"threshold_uncertainty_score":0.12958682},"labels":[],"label_agreement":null},{"id":"W7018097502","doi":"","title":"Consensus Document on the Biology of Populus L. (Poplars)","year":2000,"lang":"en","type":"article","venue":"Digital Commons - USU (Utah State University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bark (sound); Harmonization; Balsam; Tree (set theory); Woody plant; Work (physics)","score_opus":0.022807376963035496,"score_gpt":0.25919543357321834,"score_spread":0.23638805661018283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018097502","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009423656,0.040001556,0.057967506,0.17145938,0.037558723,0.0057066977,0.03410786,0.0026204335,0.64115435],"genre_scores_gemma":[0.060487993,0.047658958,0.11521229,0.08350169,0.0067804707,0.008638679,0.06988014,0.0010073888,0.6068323],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9842329,0.0023076283,0.0016839048,0.00078328524,0.0096781,0.0013142353],"domain_scores_gemma":[0.96876794,0.005471247,0.0017467422,0.0017403389,0.019704983,0.0025688196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026207764,0.0018857778,0.0014445364,0.0053902552,0.0027319565,0.0043167556,0.006083473,0.0133826835,0.0139204925],"category_scores_gemma":[0.020750858,0.0010028305,0.0021479495,0.0034109289,0.0019351073,0.0024756016,0.0035009107,0.00760551,0.011285972],"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":[0.00011266803,0.0003551355,0.0009170235,0.0023121345,0.00004714433,0.00094952167,0.00079705904,0.0020972216,0.010774457,0.039986398,0.7773699,0.16428134],"study_design_scores_gemma":[0.000021136448,0.00006364092,0.0016321879,0.0009662198,0.00005162097,0.00013629437,0.00021689758,0.00013133629,0.0014590033,0.004171966,0.99111664,0.000032977045],"about_ca_topic_score_codex":0.045340512,"about_ca_topic_score_gemma":0.02128857,"teacher_disagreement_score":0.045340512,"about_ca_system_score_codex":0.006393671,"about_ca_system_score_gemma":0.037402164,"threshold_uncertainty_score":0.13860154},"labels":[],"label_agreement":null},{"id":"W7019149506","doi":"","title":"Facebook as a Public Diplomacy Tool : Canadian Diplomatic Missions in Europe","year":2016,"lang":"en","type":"dissertation","venue":"Comillas Repository (Comillas Pontifical University)","topic":"Public Relations and Crisis Communication","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":"Public diplomacy; Diplomacy; Government (linguistics); Social media; The Internet","score_opus":0.021266100101153686,"score_gpt":0.27145454131058994,"score_spread":0.25018844120943623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019149506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72805566,0.0016730782,0.0005001107,0.021178953,0.00039656786,0.0001808628,0.0013071342,0.00015089272,0.24655676],"genre_scores_gemma":[0.92659456,0.0011479288,0.0006605011,0.0012779181,0.00003898644,0.000075056436,0.00050520233,0.000105345134,0.0695945],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975593,0.00057373714,0.000039921946,0.00014180283,0.00068981474,0.0009953938],"domain_scores_gemma":[0.9938998,0.0016509559,0.00021379744,0.00018049638,0.0014095904,0.0026454004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003557357,0.00026002253,0.0002715476,0.0021012402,0.016079675,0.009203264,0.0008705238,0.001276916,0.014546553],"category_scores_gemma":[0.008527244,0.00027183307,0.00017931499,0.0043435553,0.0034191976,0.0030537448,0.003305731,0.0015029116,0.001260349],"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":[0.000606218,0.0005549065,0.059031326,0.0002568943,0.000030163776,0.0006771989,0.4342553,0.00052065466,0.0009887713,0.03476079,0.22112876,0.24718903],"study_design_scores_gemma":[0.000039653623,0.00006640156,0.09376459,0.00035582928,0.000028512583,0.000076553566,0.47876045,0.0005753093,0.0004336943,0.0010079821,0.42480066,0.00009030086],"about_ca_topic_score_codex":0.95855474,"about_ca_topic_score_gemma":0.98550713,"teacher_disagreement_score":0.041445255,"about_ca_system_score_codex":0.04139342,"about_ca_system_score_gemma":0.071853556,"threshold_uncertainty_score":0.3003317},"labels":[],"label_agreement":null},{"id":"W7019690730","doi":"","title":"A history of public relations ethics in Canada","year":2019,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Public Relations and Crisis Communication","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","keywords":"Information ethics; Key (lock); Public history; Government (linguistics); Public policy; Relation (database)","score_opus":0.02408949041698019,"score_gpt":0.21046079117214342,"score_spread":0.18637130075516323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019690730","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045963883,0.05822058,0.0045279823,0.30066258,0.0024991352,0.000091048605,0.00034382232,0.00014403269,0.587547],"genre_scores_gemma":[0.8706413,0.028640376,0.0019078103,0.021306502,0.00053742254,0.000076877644,0.00010282872,0.00016230604,0.07662465],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9869847,0.0030211275,0.0002814952,0.0009047588,0.0049661887,0.003841783],"domain_scores_gemma":[0.98518443,0.005226733,0.00055643404,0.00033207537,0.0057537733,0.0029465244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051126983,0.00048293328,0.0007330603,0.0042949505,0.042143073,0.020414397,0.0020661494,0.005014437,0.0080787605],"category_scores_gemma":[0.013497247,0.0006435632,0.00037430465,0.00954549,0.052708976,0.004837775,0.0049674744,0.010229359,0.0004923571],"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":[0.0000261863,0.00002230737,0.0008260989,0.00013111044,0.000008430053,0.00037635595,0.05548979,0.0004991751,0.00009408365,0.869294,0.045117624,0.02811485],"study_design_scores_gemma":[0.000012191858,0.000011359164,0.0031873824,0.0006205272,0.00001138592,0.000100759884,0.028499939,0.00037822072,0.00015555102,0.045842413,0.9211079,0.00007242645],"about_ca_topic_score_codex":0.99274457,"about_ca_topic_score_gemma":0.99345785,"teacher_disagreement_score":0.37507886,"about_ca_system_score_codex":0.37507886,"about_ca_system_score_gemma":0.39986828,"threshold_uncertainty_score":0.72481996},"labels":[],"label_agreement":null},{"id":"W7020619293","doi":"","title":"L’UQAM, pionnière dans l’enseignement\\n des relations publiques","year":2020,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Context (archaeology); Publics; Derogation; Work (physics)","score_opus":0.014394411291919616,"score_gpt":0.20170163348051487,"score_spread":0.18730722218859525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020619293","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.066688634,0.04855556,0.019502588,0.2193689,0.0064656385,0.00021717857,0.000299891,0.00022011845,0.63868153],"genre_scores_gemma":[0.59461945,0.013643648,0.008635047,0.014319801,0.001138807,0.0002480931,0.00012207418,0.0002263891,0.36704665],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9858715,0.006830409,0.0004615062,0.0014894335,0.003349048,0.0019981742],"domain_scores_gemma":[0.98651737,0.0058880504,0.0014533156,0.0013201153,0.0029149798,0.0019060817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011707644,0.0006489355,0.00052724895,0.0020027729,0.016199064,0.017051479,0.0009248133,0.0053713885,0.012457084],"category_scores_gemma":[0.019073248,0.00064945704,0.00042942536,0.0029052857,0.019170946,0.009289079,0.00662727,0.0073103695,0.0022896347],"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":[0.000062945204,0.000030981308,0.002503958,0.00021084194,0.0000073581664,0.00019207907,0.06512788,0.00017656095,0.00076058204,0.84090513,0.029398499,0.060623262],"study_design_scores_gemma":[0.0000120670375,0.000038382623,0.0041851494,0.0004889148,0.0000051462407,0.00010274231,0.014428091,0.00010445217,0.00029498595,0.021728525,0.9585904,0.000021203045],"about_ca_topic_score_codex":0.15058118,"about_ca_topic_score_gemma":0.15612024,"teacher_disagreement_score":0.8494188,"about_ca_system_score_codex":0.022633208,"about_ca_system_score_gemma":0.03487721,"threshold_uncertainty_score":0.2994094},"labels":[],"label_agreement":null},{"id":"W7023949154","doi":"","title":"Press Gaggle by Press Secretary Josh Earnest and Senior Advisor to the President Brian Deese en route Ottawa, Canada, 6/29/2016","year":2016,"lang":"en","type":"other","venue":"","topic":"Public Relations and Crisis Communication","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":"George (robot)","score_opus":0.007841320581075985,"score_gpt":0.2643811486176845,"score_spread":0.2565398280366085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023949154","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001318512,0.0033368599,0.0002292301,0.017901488,0.010497602,0.0004559481,0.01441353,0.001068447,0.9507784],"genre_scores_gemma":[0.0004531047,0.00026670384,0.000029815352,0.00034225988,0.00007465857,0.000012845626,0.0004323541,0.0000793129,0.998309],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99904805,0.00003534547,0.000027236236,0.00010156538,0.0004699239,0.00031780027],"domain_scores_gemma":[0.9964167,0.00018155137,0.00007492423,0.00013816521,0.0022377397,0.00095084164],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001126202,0.0012140799,0.0008541079,0.0020813202,0.005639467,0.0055636796,0.001198835,0.0032035764,0.53168094],"category_scores_gemma":[0.003334065,0.0007359505,0.0005386242,0.0018133353,0.001301592,0.0018008917,0.0017436799,0.0036148364,0.3228084],"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":[0.00001894222,0.000007215566,0.00008874151,0.00002460977,0.000001027743,0.000024771607,0.000035414723,0.000017434006,0.000041414904,0.00048183821,0.9948043,0.004454168],"study_design_scores_gemma":[0.000010381972,0.000006345573,0.0010340792,0.000052800086,0.0000020465475,0.000012845186,0.00018256037,0.000023994442,0.00007104304,0.0000958105,0.9985014,0.000006578265],"about_ca_topic_score_codex":0.6553418,"about_ca_topic_score_gemma":0.87865525,"teacher_disagreement_score":0.53168094,"about_ca_system_score_codex":0.008430231,"about_ca_system_score_gemma":0.026312068,"threshold_uncertainty_score":0.6933759},"labels":[],"label_agreement":null},{"id":"W7024583990","doi":"","title":"Sentiment Analysis of Swedish and Finnish Twitter Users’ Views Toward NATO Pre- And Post- 2022 2nd Russian Invasion of Ukraine","year":2023,"lang":"en","type":"article","venue":"Scholar Commons (University of South Carolina)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":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 opinion; Sentiment analysis; Polling; Population; Quarter (Canadian coin); Treaty; Government (linguistics); North Atlantic Treaty","score_opus":0.03553932487178341,"score_gpt":0.2803146190401808,"score_spread":0.24477529416839738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024583990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99350315,0.000072561146,0.00010368628,0.00011905356,0.00002491926,0.000009156938,0.002610692,0.000008916177,0.0035479262],"genre_scores_gemma":[0.99407685,0.000128762,0.00019101995,0.000040945717,0.000034550852,0.000024099594,0.003852157,0.0000066753246,0.0016448798],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996418,0.000069385664,0.000031139898,0.000051693474,0.000111249225,0.000094720184],"domain_scores_gemma":[0.9991327,0.00035421446,0.00019821349,0.000029294795,0.00021144758,0.000074245116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005673828,0.00016534142,0.00019971999,0.0015195141,0.000668335,0.0011846601,0.00014467878,0.00034629306,0.0016923758],"category_scores_gemma":[0.0019349258,0.00006591962,0.00021811352,0.0013744687,0.00032573726,0.0007190661,0.0006358633,0.00022775366,0.0006911801],"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":[0.0009324912,0.00011361552,0.8851865,0.00047193258,0.00013578353,0.0015133012,0.038308453,0.0010068471,0.018416755,0.0013086835,0.009861478,0.042744115],"study_design_scores_gemma":[0.0000070605383,0.00009883092,0.9135732,0.000083065235,0.000057928966,0.0002689774,0.067033865,0.0017801395,0.0022491734,0.00023625835,0.014577395,0.000034199933],"about_ca_topic_score_codex":0.009827842,"about_ca_topic_score_gemma":0.013746141,"teacher_disagreement_score":0.009827842,"about_ca_system_score_codex":0.00043874932,"about_ca_system_score_gemma":0.00037109895,"threshold_uncertainty_score":0.019541323},"labels":[],"label_agreement":null},{"id":"W7025384074","doi":"","title":"Twitter como herramienta de paradiplomacia: un estudio cuantitativo exploratorio basado en los casos de Quebec y Cataluña","year":2017,"lang":"es","type":"other","venue":"Universidad de Chile","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":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); Field (mathematics); Vulnerability (computing); Domain (mathematical analysis); Work (physics)","score_opus":0.022714072669405786,"score_gpt":0.3176715932672772,"score_spread":0.2949575205978714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025384074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9546298,0.0020178964,0.0011682025,0.0031665748,0.00011338107,0.00025558006,0.0041323756,0.00006579419,0.034450468],"genre_scores_gemma":[0.98087937,0.0012102998,0.000730657,0.0005666824,0.000030457939,0.00019307778,0.0013776551,0.000051419567,0.014960416],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997554,0.00086682575,0.00009019258,0.00033270952,0.00063042407,0.0005259261],"domain_scores_gemma":[0.9914181,0.0024895277,0.001026053,0.0004670538,0.0038562857,0.0007429333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026529245,0.00048612582,0.0005083888,0.0032427008,0.005784087,0.0061314544,0.0011507275,0.000834124,0.005947355],"category_scores_gemma":[0.0076660523,0.00032150335,0.00030073733,0.008620017,0.002630344,0.0031651305,0.0030115228,0.0011023255,0.0008937995],"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":[0.00028642564,0.000116513496,0.5618526,0.0008316916,0.00014276308,0.0011385068,0.33113417,0.0005498296,0.0012309958,0.0066699907,0.029650375,0.06639612],"study_design_scores_gemma":[0.000015156599,0.000060622235,0.44526765,0.0005868123,0.00009305311,0.000117165306,0.4650401,0.0011454797,0.00055300206,0.00046422935,0.08658601,0.000070660026],"about_ca_topic_score_codex":0.9229663,"about_ca_topic_score_gemma":0.95126635,"teacher_disagreement_score":0.0770337,"about_ca_system_score_codex":0.020769315,"about_ca_system_score_gemma":0.015106977,"threshold_uncertainty_score":0.1549747},"labels":[],"label_agreement":null},{"id":"W7026845890","doi":"","title":"Assessment of student learning (A3-L)","year":2015,"lang":"en","type":"article","venue":"Digital Well (University of Minnesota Morris)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Complaint; Quality (philosophy); Descriptive statistics; Student activities; Service (business)","score_opus":0.032691887502942996,"score_gpt":0.3001297487941723,"score_spread":0.2674378612912293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026845890","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14610273,0.0007410634,0.014284325,0.0018528345,0.0011214401,0.007344264,0.06436953,0.006960362,0.75722355],"genre_scores_gemma":[0.54074895,0.0012491487,0.04245342,0.0011506616,0.00030121615,0.010617951,0.035696488,0.001377224,0.36640486],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937356,0.001335505,0.00073605607,0.00034849526,0.0033665872,0.0004778278],"domain_scores_gemma":[0.97321856,0.0036657157,0.0017521983,0.001912437,0.016569844,0.0028812555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005024441,0.0005812531,0.00066496327,0.0043401974,0.0013455977,0.0028994887,0.0012761349,0.00082301593,0.08821294],"category_scores_gemma":[0.017851831,0.00022355316,0.0013331237,0.0029135535,0.00043274718,0.0017636963,0.0034254359,0.0014695632,0.04411499],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006086859,0.0015999777,0.09037855,0.00035289404,0.00006129327,0.00008742156,0.0013950455,0.00045427604,0.0014468728,0.0021418184,0.25951833,0.6419549],"study_design_scores_gemma":[0.00013366471,0.0026951828,0.6280192,0.00057696784,0.00005130403,0.000279075,0.0034297935,0.0023870356,0.0056042164,0.002933711,0.35374036,0.0001493268],"about_ca_topic_score_codex":0.008207201,"about_ca_topic_score_gemma":0.009821463,"teacher_disagreement_score":0.08821294,"about_ca_system_score_codex":0.0018345551,"about_ca_system_score_gemma":0.002972328,"threshold_uncertainty_score":0.2951017},"labels":[],"label_agreement":null},{"id":"W7026846690","doi":"","title":"Asiakastyön dokumentointi vastaanottokeskuksissa","year":2014,"lang":"fi","type":"dissertation","venue":"Lauda (University of Lapland)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Power (physics); Measure (data warehouse); Work (physics); Quarter (Canadian coin)","score_opus":0.014316520499302418,"score_gpt":0.24925146531654357,"score_spread":0.23493494481724114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026846690","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0867195,0.006025269,0.0041903667,0.016882995,0.0021389697,0.000060700335,0.00051703444,0.00023072989,0.8832345],"genre_scores_gemma":[0.29871076,0.00548632,0.0033165233,0.0025753374,0.00047839753,0.000082375744,0.0005591223,0.00040947323,0.6883816],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99906665,0.00014951649,0.000049868904,0.00017447823,0.0003117416,0.0002476763],"domain_scores_gemma":[0.99904317,0.00014707558,0.0001023974,0.00008353775,0.0003278586,0.00029590193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008388007,0.00055379485,0.00038567954,0.0006584765,0.0047029033,0.0062097437,0.00061038375,0.0012587334,0.047106847],"category_scores_gemma":[0.0014815793,0.000259495,0.00042470603,0.00086351036,0.002896807,0.0044950712,0.005374059,0.0028074526,0.015594434],"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":[0.00070419256,0.00023744287,0.024913887,0.0013382261,0.000086611464,0.0039695012,0.14506528,0.0003941457,0.02299226,0.37394008,0.12914112,0.29721728],"study_design_scores_gemma":[0.000007624629,0.000043247615,0.010082225,0.00029468344,0.000021288328,0.0005367038,0.024020076,0.000065548156,0.0018119325,0.007040649,0.956037,0.000039068767],"about_ca_topic_score_codex":0.011827474,"about_ca_topic_score_gemma":0.03399865,"teacher_disagreement_score":0.047106847,"about_ca_system_score_codex":0.0025709341,"about_ca_system_score_gemma":0.005205776,"threshold_uncertainty_score":0.15758806},"labels":[],"label_agreement":null},{"id":"W7027338771","doi":"","title":"Calibration of the PICO-0.1 bubble chamber and development of coated inner vessels for dark matter search","year":2017,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Public Relations and Crisis Communication","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":"Bubble chamber; Van de Graaff generator; Bubble; Monte Carlo method; Calibration; Dark matter; Neutron; Scintillator; Detector","score_opus":0.02246379829415575,"score_gpt":0.27272987071761584,"score_spread":0.2502660724234601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027338771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5716957,0.0020371317,0.39413428,0.0005787821,0.0003698533,0.0010579593,0.0027501343,0.0061066095,0.021269614],"genre_scores_gemma":[0.71263385,0.000747996,0.27627254,0.00021648304,0.000056384182,0.00048733354,0.002597368,0.0008390766,0.006148972],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988356,0.00020112211,0.00004184769,0.0002306778,0.00055638014,0.00013441338],"domain_scores_gemma":[0.9975903,0.000837352,0.00029535018,0.00038499257,0.0007241144,0.00016781317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025020193,0.0005261836,0.0004281095,0.00062653265,0.00046002163,0.0014711287,0.0019006594,0.0007784379,0.0030656953],"category_scores_gemma":[0.0037120993,0.0005683072,0.000314963,0.0004064448,0.0004032512,0.0011510865,0.00089081563,0.0005642228,0.0010433706],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016571509,0.00036805824,0.04962081,0.0006434765,0.00012204058,0.00047449104,0.00047277284,0.055132516,0.73691875,0.02052982,0.0076222615,0.12643786],"study_design_scores_gemma":[0.00004920497,0.0005981481,0.016313236,0.000058240683,0.00006537451,0.00036794122,0.000087459564,0.19022176,0.7669385,0.0008544722,0.024299111,0.00014656865],"about_ca_topic_score_codex":0.002629486,"about_ca_topic_score_gemma":0.0026079526,"teacher_disagreement_score":0.0030656953,"about_ca_system_score_codex":0.0012026373,"about_ca_system_score_gemma":0.00076788664,"threshold_uncertainty_score":0.013232112},"labels":[],"label_agreement":null},{"id":"W7027529250","doi":"","title":"Crisis Text Line Benefit Festival: An Applied Study in Event Planning and Practice","year":2018,"lang":"en","type":"article","venue":"Syracuse University Libraries (Syracuse University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gestational period; Articular cartilage damage; Nucleofection; Fusible alloy; Pretext; Dysgeusia","score_opus":0.03875290945232803,"score_gpt":0.3011703951350276,"score_spread":0.26241748568269957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027529250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9476109,0.0007919517,0.002915882,0.012960521,0.0006056007,0.0018898671,0.00028612855,0.0000614272,0.03287774],"genre_scores_gemma":[0.9711185,0.0011030149,0.0054990426,0.0043752645,0.00020049383,0.0030699363,0.00019474495,0.00010085454,0.014338218],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98365146,0.012006249,0.0003037972,0.00078995345,0.0013926046,0.0018559925],"domain_scores_gemma":[0.9741053,0.010829451,0.0015987469,0.0011819073,0.0025087974,0.009775764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01910749,0.00066704553,0.00072575023,0.002364713,0.011978873,0.008659306,0.0026055686,0.002276269,0.00985737],"category_scores_gemma":[0.034130245,0.0009072125,0.0005965184,0.0019694928,0.009183197,0.006041377,0.008091839,0.006928243,0.001629495],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015174838,0.0053444626,0.016278144,0.00043180675,0.000022496757,0.0010860875,0.8976471,0.00015190968,0.0003349687,0.007126328,0.027989907,0.043435015],"study_design_scores_gemma":[0.000071678114,0.0005685201,0.013284922,0.00030237535,0.000008151842,0.00014527746,0.95163614,0.00019947592,0.00010666165,0.0014021412,0.03223424,0.00004040154],"about_ca_topic_score_codex":0.012481428,"about_ca_topic_score_gemma":0.035874635,"teacher_disagreement_score":0.01910749,"about_ca_system_score_codex":0.0098952,"about_ca_system_score_gemma":0.015886974,"threshold_uncertainty_score":0.10105127},"labels":[],"label_agreement":null},{"id":"W7028791559","doi":"","title":"History of PR in Canada An Annotated Bibliography and Critical Historiography of Public Relations Research in Canada","year":2024,"lang":"en","type":"article","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Historiography; Annotated bibliography; Appeal; Comparative historical research; Work (physics); Bibliography","score_opus":0.10757996361007623,"score_gpt":0.36888593858678537,"score_spread":0.26130597497670915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028791559","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009807479,0.46544304,0.0018897019,0.04392842,0.005253289,0.00013004921,0.0051401267,0.00030738924,0.4681005],"genre_scores_gemma":[0.14902301,0.6260009,0.00413763,0.008696384,0.0012260352,0.00014572078,0.002558803,0.00044898392,0.20776258],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99590933,0.0004458986,0.00023572639,0.0003982358,0.002189985,0.0008208223],"domain_scores_gemma":[0.9909661,0.0014464235,0.00034891546,0.0002317934,0.006436456,0.0005703107],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0024594094,0.0006987086,0.00086292304,0.018999454,0.016365148,0.01068515,0.001955293,0.0015192869,0.018474992],"category_scores_gemma":[0.006821916,0.00048898446,0.00036125083,0.058085844,0.00864692,0.0027509348,0.0021297398,0.0025978694,0.0018383072],"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":[0.0000785267,0.000028288247,0.0017146704,0.00316985,0.000022278422,0.0008329493,0.040741697,0.00069349975,0.0004893986,0.22965494,0.4170168,0.30555716],"study_design_scores_gemma":[0.0000013206026,0.0000029142843,0.0020186047,0.0012456018,0.0000067201327,0.00005291922,0.004580531,0.00003575009,0.00006665863,0.0011825179,0.9907899,0.000016595792],"about_ca_topic_score_codex":0.9928011,"about_ca_topic_score_gemma":0.99467826,"teacher_disagreement_score":0.98100054,"about_ca_system_score_codex":0.20568465,"about_ca_system_score_gemma":0.31360212,"threshold_uncertainty_score":0.9212932},"labels":[],"label_agreement":null},{"id":"W7029828718","doi":"","title":"La recherche en sociologie de l'éducation au Québec","year":2015,"lang":"fr","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"Public Relations and Crisis Communication","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":"Field (mathematics); Context (archaeology); Perspective (graphical); Government (linguistics)","score_opus":0.14409944460046073,"score_gpt":0.3715105447708242,"score_spread":0.22741110017036345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029828718","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04048465,0.19497544,0.002799716,0.14071682,0.004767903,0.00019206114,0.018736642,0.00054637593,0.5967803],"genre_scores_gemma":[0.27595448,0.09025777,0.0036410133,0.0054110545,0.0011074882,0.00019759977,0.0049774935,0.00023998143,0.61821306],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99786407,0.0005292115,0.00007954268,0.00021829133,0.00076801836,0.0005409351],"domain_scores_gemma":[0.99358964,0.001929612,0.00028707366,0.00028542915,0.0029271655,0.0009811287],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003141166,0.0011051439,0.0008458956,0.0061187577,0.0071296534,0.008682369,0.0016190823,0.0029437614,0.07381869],"category_scores_gemma":[0.0078115296,0.00035339195,0.0006601567,0.011355347,0.0029604845,0.0028741865,0.0015166836,0.0029411288,0.0030121845],"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":[0.00009213461,0.00017989877,0.020162066,0.0010011113,0.000108268694,0.00035278744,0.006729882,0.0014432867,0.00035399126,0.13480467,0.5584007,0.2763713],"study_design_scores_gemma":[0.000027162938,0.000021645672,0.079714,0.0015556188,0.000049260034,0.000095229065,0.008265238,0.0010786952,0.00036122356,0.005298014,0.90348035,0.000053628657],"about_ca_topic_score_codex":0.9954602,"about_ca_topic_score_gemma":0.99456847,"teacher_disagreement_score":0.99685884,"about_ca_system_score_codex":0.09208451,"about_ca_system_score_gemma":0.15374315,"threshold_uncertainty_score":0.668123},"labels":[],"label_agreement":null},{"id":"W7033814535","doi":"","title":"The resilience of Canadian small- and medium-sized environmental enterprises during COVID-19","year":2022,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Government (linguistics); Vulnerability (computing); Sustainability; Production (economics); Work (physics)","score_opus":0.031767777346212625,"score_gpt":0.3393222444860781,"score_spread":0.3075544671398655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033814535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9739939,0.00035620178,0.000091104506,0.0059190695,0.000071449576,0.000050726347,0.000515498,0.000014703072,0.018987466],"genre_scores_gemma":[0.9916196,0.00020073449,0.0000491566,0.00032036283,0.0000058180967,0.000013859623,0.00015203547,0.000006539173,0.00763193],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9981286,0.0001234013,0.000019484,0.00009945462,0.000287074,0.0013419354],"domain_scores_gemma":[0.99602985,0.00027453175,0.0001990877,0.000080595724,0.0015090639,0.0019068607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012515277,0.00036031118,0.00037867166,0.001232689,0.018846978,0.005490613,0.0016573431,0.0013097965,0.0050801192],"category_scores_gemma":[0.0038786966,0.0002696953,0.00027890285,0.0020434638,0.005199148,0.0011948716,0.0040867613,0.0019910575,0.00034352197],"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":[0.0013134269,0.000338866,0.3681275,0.00019542215,0.000097791984,0.0020411217,0.48309413,0.001559507,0.002469059,0.022459067,0.056784377,0.061519757],"study_design_scores_gemma":[0.0000103831435,0.00005641054,0.41335756,0.00008475383,0.000015513979,0.000044344582,0.5434405,0.00031347186,0.00027177177,0.000448874,0.041900784,0.00005559967],"about_ca_topic_score_codex":0.99527115,"about_ca_topic_score_gemma":0.99856335,"teacher_disagreement_score":0.101283565,"about_ca_system_score_codex":0.101283565,"about_ca_system_score_gemma":0.107829474,"threshold_uncertainty_score":0.7348671},"labels":[],"label_agreement":null},{"id":"W7034451787","doi":"","title":"Telecom and Broadcasting Regulatory Policy CRTC 2021-215 - The Canadian Radio-television and Telecommunications Commission Accessibility Reporting Regulations (2021)","year":2022,"lang":"en","type":"other","venue":"ANU Open Research (Australian National University)","topic":"Public Relations and Crisis Communication","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":"Commission; Broadcasting (networking); Telecommunications service; European commission; Government (linguistics)","score_opus":0.17974068200951146,"score_gpt":0.44399469170737527,"score_spread":0.26425400969786383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034451787","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003934232,0.0010601978,0.0012522864,0.02215336,0.0027728432,0.0015727904,0.032689806,0.0012828433,0.9332818],"genre_scores_gemma":[0.012785992,0.0007430177,0.0030992748,0.035139315,0.00049298455,0.00077469315,0.008754893,0.00038689154,0.9378229],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9771284,0.00083597616,0.0006621155,0.0008174578,0.015614367,0.0049417396],"domain_scores_gemma":[0.96966875,0.0030586733,0.0005787699,0.00091411965,0.02348628,0.0022934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0076177632,0.0016072562,0.0011654533,0.006430192,0.011415288,0.01216252,0.005430223,0.020686122,0.08948515],"category_scores_gemma":[0.022716306,0.0017039793,0.0018162342,0.00532673,0.0023294608,0.0021084854,0.0025717227,0.011189907,0.051609058],"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":[0.000062816536,0.00011847589,0.0004991114,0.00012776867,0.000009374175,0.00014371118,0.00033113454,0.0002641678,0.0010040941,0.043756403,0.9445002,0.009182695],"study_design_scores_gemma":[0.000046486704,0.000024157405,0.0071205217,0.00022097869,0.000023206683,0.000061959545,0.00024429618,0.00035981234,0.00085069763,0.0018796663,0.98909456,0.00007365643],"about_ca_topic_score_codex":0.9572389,"about_ca_topic_score_gemma":0.96627486,"teacher_disagreement_score":0.08948515,"about_ca_system_score_codex":0.05182589,"about_ca_system_score_gemma":0.21400908,"threshold_uncertainty_score":0.3760249},"labels":[],"label_agreement":null},{"id":"W7034668960","doi":"","title":"Was Trump behind 2014 effort to foil Bon Joviâs NFL bid?","year":2017,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grassroots; League; Block (permutation group theory); Quarter (Canadian coin)","score_opus":0.020085752399081416,"score_gpt":0.30545744414495735,"score_spread":0.28537169174587595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034668960","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010517134,0.0010025728,0.00027486926,0.39366725,0.012504637,0.00006895956,0.00050516456,0.0002541187,0.58120537],"genre_scores_gemma":[0.06610953,0.0008583403,0.00032649047,0.093673386,0.0019530474,0.0000919661,0.000265334,0.0003065782,0.8364153],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99840444,0.0002936503,0.000028143646,0.00011368344,0.00052461424,0.0006354744],"domain_scores_gemma":[0.9970372,0.00045202754,0.000119741,0.0000869724,0.0010316066,0.0012726511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021338116,0.00032901968,0.00026553796,0.0007506644,0.011786482,0.007249423,0.00084155705,0.004846734,0.1283229],"category_scores_gemma":[0.01187851,0.00025435444,0.00026767288,0.0006138772,0.0021858143,0.004137116,0.0026009206,0.0073004174,0.025742024],"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":[0.000014437255,0.000021538235,0.00046686927,0.000011419676,0.0000017645584,0.00008164759,0.00050431286,0.000007436199,0.000050402457,0.011485872,0.97836226,0.008992038],"study_design_scores_gemma":[0.000008138433,0.000013543754,0.0012392297,0.000044834695,0.0000019151055,0.000056819674,0.0029174327,0.000046134017,0.00011153956,0.0013029021,0.9942443,0.00001315883],"about_ca_topic_score_codex":0.05875515,"about_ca_topic_score_gemma":0.122694656,"teacher_disagreement_score":0.1283229,"about_ca_system_score_codex":0.0046356637,"about_ca_system_score_gemma":0.0102965245,"threshold_uncertainty_score":0.42928284},"labels":[],"label_agreement":null},{"id":"W7036082633","doi":"","title":"Acte d'inauguració del curs acadèmic 2023-2024","year":2023,"lang":"ca","type":"other","venue":"UPCommons institutional repository (Universitat Politècnica de Catalunya)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":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); Backwardness; Hegemony; Quarter (Canadian coin)","score_opus":0.02667179292053672,"score_gpt":0.2839780558677276,"score_spread":0.2573062629471909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036082633","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002522778,0.0042948537,0.001428223,0.14794989,0.039775014,0.00073210907,0.004764645,0.0009582205,0.7975742],"genre_scores_gemma":[0.005615674,0.00052610075,0.00034501342,0.021428576,0.0009884184,0.0001993801,0.0008892059,0.0002486914,0.969759],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9883441,0.00081036263,0.0004180976,0.00093337306,0.006334999,0.003158937],"domain_scores_gemma":[0.98138255,0.0009011749,0.0005762022,0.0006942911,0.009966668,0.006479045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061175833,0.0011696785,0.0007629716,0.0014220637,0.009452554,0.010227423,0.0019451206,0.011520539,0.17470954],"category_scores_gemma":[0.015809737,0.00070969446,0.00086868054,0.0013103262,0.0019743256,0.003126667,0.0074922587,0.011905892,0.19141304],"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":[0.00002387506,0.000019599462,0.00025533,0.00004025554,0.0000018051832,0.000078223835,0.00021992064,0.000017219898,0.0002336464,0.0063147037,0.9861346,0.006660783],"study_design_scores_gemma":[0.0000031666032,0.0000060636153,0.0005894147,0.000024992112,8.219863e-7,0.000015223806,0.00011984699,0.000009185951,0.00007004922,0.00013617975,0.99902046,0.0000045784236],"about_ca_topic_score_codex":0.112256385,"about_ca_topic_score_gemma":0.21576568,"teacher_disagreement_score":0.17470954,"about_ca_system_score_codex":0.0107037155,"about_ca_system_score_gemma":0.03081258,"threshold_uncertainty_score":0.5844617},"labels":[],"label_agreement":null},{"id":"W7038114235","doi":"","title":"Help Desk +(1800-290^5189)+microsoft outlook phone number","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phone; Phone call; Telephone number; Desk; Mobile phone","score_opus":0.017325333981179566,"score_gpt":0.3068451698611858,"score_spread":0.28951983588000624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038114235","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020272915,0.00015303296,0.0009275008,0.0005373338,0.0008077263,0.0001334085,0.0039536357,0.009053252,0.98423135],"genre_scores_gemma":[0.0006286277,0.00019591025,0.0004628421,0.0002941166,0.00015941173,0.00008058141,0.0025239012,0.0025671795,0.99308735],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932086,0.000058284575,0.000034504486,0.00017655021,0.00030674663,0.000103040555],"domain_scores_gemma":[0.996734,0.00022376071,0.00012243702,0.00032599526,0.0011774546,0.0014164087],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006233135,0.0015736822,0.0012692164,0.0014480754,0.0015277918,0.0069073015,0.0015678686,0.0014745353,0.9607159],"category_scores_gemma":[0.003876866,0.0008163276,0.00070852396,0.0019070519,0.000300639,0.0045824912,0.0033191296,0.0016764858,0.96883285],"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":[0.000014715487,0.000014267827,0.0000322852,0.00003243484,7.896492e-7,0.000010932638,0.000009432203,0.000013399702,0.0000997155,0.00040927515,0.9830308,0.016331905],"study_design_scores_gemma":[0.00001552535,0.000015831589,0.00019582218,0.000038802882,0.0000023173409,0.000029055725,0.000042185093,0.00007238521,0.00012909451,0.00024541185,0.9992067,0.0000068523236],"about_ca_topic_score_codex":0.0031629738,"about_ca_topic_score_gemma":0.004710719,"teacher_disagreement_score":0.03928411,"about_ca_system_score_codex":0.0009526183,"about_ca_system_score_gemma":0.001609535,"threshold_uncertainty_score":0.05603391},"labels":[],"label_agreement":null},{"id":"W7038797378","doi":"","title":"Là, tout de suite ? La gestion de crise à l’ère de\\n l’instantanéité médiatique : Prince, V. &amp; Giasson, T. (2019).\\n Là, tout de suite ? La gestion de crise gouvernementale à l’ère de\\n l’instantanéité numérique. Presses de l’Université du Québec. Book\\n Review","year":2020,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Suite; Context (archaeology); Digital ecosystem","score_opus":0.00887235185401335,"score_gpt":0.2122383414813089,"score_spread":0.20336598962729555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038797378","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0042670765,0.7826635,0.0021267987,0.093528114,0.0024579659,0.00003200626,0.00026687293,0.00005965278,0.11459805],"genre_scores_gemma":[0.16676566,0.687898,0.001793392,0.014492431,0.0013203691,0.000110414636,0.0002833694,0.000090951144,0.12724537],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900764,0.00032391679,0.000029083118,0.00010072269,0.00038402755,0.00015455969],"domain_scores_gemma":[0.99833566,0.00049805857,0.00014639985,0.000080359474,0.0007424063,0.00019722339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018922662,0.0006227974,0.00048150122,0.0015776715,0.0039816895,0.0059639346,0.0008905593,0.0019790896,0.011026173],"category_scores_gemma":[0.0032662197,0.00036850112,0.00030139892,0.0033190553,0.007585848,0.004860673,0.0016863173,0.0028612455,0.0020715275],"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":[0.00007812954,0.000028632869,0.002828666,0.0034562002,0.00007002191,0.0002924538,0.023840375,0.00034710727,0.000813364,0.17688161,0.4559482,0.3354152],"study_design_scores_gemma":[0.0000073339515,0.000014564038,0.0062657553,0.002712926,0.0000358671,0.00014822416,0.011032395,0.00006637363,0.00030370665,0.0110739,0.96831405,0.000024910798],"about_ca_topic_score_codex":0.7069839,"about_ca_topic_score_gemma":0.8169526,"teacher_disagreement_score":0.29301608,"about_ca_system_score_codex":0.027062781,"about_ca_system_score_gemma":0.035616048,"threshold_uncertainty_score":0.5894834},"labels":[],"label_agreement":null},{"id":"W7039067654","doi":"","title":"#738: Is The Speed Of Light Decaying With Ed Mabrie","year":2024,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Comedy; Heaven; Comics; Conversation; Superstar; Performance art; Miami","score_opus":0.007864771641545561,"score_gpt":0.22209671866112343,"score_spread":0.21423194701957787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039067654","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019823327,0.010265912,0.0011365323,0.44935215,0.037850987,0.00004975871,0.00071118097,0.0013097372,0.49734148],"genre_scores_gemma":[0.018001497,0.0051443703,0.00070886896,0.07572195,0.0045109107,0.00004320759,0.00036129932,0.0009101576,0.8945977],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838996,0.0002803348,0.00006755211,0.00028185072,0.0006698347,0.0003104891],"domain_scores_gemma":[0.996449,0.0005461175,0.00019691001,0.00024895626,0.0013092447,0.0012497493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001784642,0.0005634315,0.0004388422,0.0007055448,0.0069344374,0.009163117,0.00084222294,0.0046959734,0.1957083],"category_scores_gemma":[0.008588075,0.00042164163,0.00045664224,0.00046798377,0.0020002555,0.0073512313,0.0028922241,0.005411595,0.111531585],"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":[0.000008576822,0.0000043658606,0.000113803115,0.0000133874655,7.796156e-7,0.00005781645,0.00020273034,0.000003922863,0.00005536602,0.001687213,0.9919282,0.005924022],"study_design_scores_gemma":[0.000001499014,0.000004946669,0.0001943155,0.000048761754,0.0000011637894,0.00012498233,0.0006993714,0.000011388123,0.00007858083,0.00045387866,0.99837327,0.000007812558],"about_ca_topic_score_codex":0.012321282,"about_ca_topic_score_gemma":0.026562521,"teacher_disagreement_score":0.1957083,"about_ca_system_score_codex":0.0035157942,"about_ca_system_score_gemma":0.0026988909,"threshold_uncertainty_score":0.65470946},"labels":[],"label_agreement":null},{"id":"W7039112644","doi":"","title":"Linking dissolved organic matter quality and quantity to CO2 and CH4 concentrations in ombrotrophic bog pools","year":2022,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Public Relations and Crisis Communication","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; Natural Sciences and Engineering Research Council of Canada; Groupe de recherche interuniversitaire en limnologie","keywords":"Ombrotrophic; Total organic carbon; Dissolved organic carbon; Carbon stock","score_opus":0.014469057579372814,"score_gpt":0.24687974446496455,"score_spread":0.23241068688559174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039112644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99914527,0.00012831186,0.00014924064,0.000006907262,0.000001803256,0.0000055648643,0.00033552927,0.00000854361,0.00021884755],"genre_scores_gemma":[0.9982206,0.00007511229,0.00043760482,0.000020471654,0.0000019816553,0.000013121653,0.00059683283,0.0000045862857,0.00062967214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99986506,0.000015556809,0.0000117566,0.000048030714,0.00002217063,0.00003740907],"domain_scores_gemma":[0.99973303,0.000040746483,0.0000894273,0.000016580263,0.000059557227,0.000060676426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020953377,0.00024359838,0.00024381586,0.0005433904,0.00031724825,0.00068587,0.0001902674,0.00033210302,0.00065367506],"category_scores_gemma":[0.00040289637,0.000223944,0.0002840179,0.00042817683,0.00018560815,0.0003145732,0.00048343738,0.0001948371,0.00020298058],"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":[0.0006729962,0.00010644528,0.8709381,0.00009185902,0.00019959443,0.00006138465,0.00044435688,0.0006123056,0.11987456,0.00005200737,0.00009465418,0.0068517057],"study_design_scores_gemma":[0.0000037416637,0.00005828955,0.99470794,0.0000054517363,0.000032034914,0.000015748472,0.00019783918,0.00085260643,0.00381996,0.000037704183,0.0002631309,0.00000567204],"about_ca_topic_score_codex":0.03383379,"about_ca_topic_score_gemma":0.044835784,"teacher_disagreement_score":0.03383379,"about_ca_system_score_codex":0.00047633058,"about_ca_system_score_gemma":0.00038393232,"threshold_uncertainty_score":0.067273736},"labels":[],"label_agreement":null},{"id":"W7039800790","doi":"","title":"Nature's Past Episode 037: Histories of Canadian Environmental Issues, Part VII – Agri-Food Systems, II","year":2013,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":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 studies; Agriculture; Food systems; Pleasure; Cultural history; Food processing","score_opus":0.009195808720461978,"score_gpt":0.16450821413968467,"score_spread":0.1553124054192227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039800790","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051444475,0.047122553,0.0005202562,0.09912471,0.0044942484,0.00013242984,0.0051382743,0.00010718237,0.7919159],"genre_scores_gemma":[0.36840135,0.033790223,0.00081524946,0.018837549,0.0006615513,0.00013414834,0.0020078567,0.00025929225,0.57509285],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998285,0.00012247512,0.000026895133,0.000103685576,0.00074394915,0.0007179779],"domain_scores_gemma":[0.99851495,0.00021871804,0.00007130764,0.000042984342,0.00071848923,0.00043353322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085620204,0.0004798764,0.0003638517,0.002708901,0.04041803,0.009987638,0.0014475515,0.0023197145,0.025726307],"category_scores_gemma":[0.0029520923,0.00037869476,0.00025178384,0.011045819,0.007500376,0.0029807508,0.0033523475,0.003510691,0.0013938528],"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":[0.000036984617,0.000017790046,0.003699758,0.00042780684,0.000009951863,0.0011193211,0.14906459,0.00010361123,0.00036644257,0.08352413,0.7230928,0.038536772],"study_design_scores_gemma":[8.4120495e-7,0.000001521264,0.004149787,0.00011222299,0.0000024246476,0.00006412704,0.033674702,0.000010040286,0.000037385496,0.00064747233,0.9612886,0.00001074706],"about_ca_topic_score_codex":0.9950604,"about_ca_topic_score_gemma":0.99872535,"teacher_disagreement_score":0.13331221,"about_ca_system_score_codex":0.13331221,"about_ca_system_score_gemma":0.13476564,"threshold_uncertainty_score":0.9672523},"labels":[],"label_agreement":null},{"id":"W7043044369","doi":"","title":"Reactions of Facebook Users to Ontario University Mask and Vaccine Mandates","year":2023,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Institution; Content analysis; False accusation; Public institution","score_opus":0.11339161585522485,"score_gpt":0.34454242502354876,"score_spread":0.23115080916832392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043044369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99558336,0.000042790514,0.00006756075,0.00037717883,0.000020704694,0.000029447012,0.0002112463,0.000014139047,0.003653662],"genre_scores_gemma":[0.99521327,0.00014910083,0.0001376847,0.00032913755,0.000049999715,0.00005200129,0.00018159687,0.000011705017,0.0038756244],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987924,0.00038846562,0.0000503233,0.00009081678,0.00044966722,0.00022819017],"domain_scores_gemma":[0.99292576,0.0030528514,0.0014095014,0.00033048345,0.0012993434,0.0009821652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010705262,0.00023853261,0.00028718793,0.0009065256,0.003379319,0.0019737282,0.00028933625,0.0006932549,0.0024651072],"category_scores_gemma":[0.0073518753,0.0002079991,0.00015843773,0.00077233685,0.0012087126,0.0008044231,0.0014547387,0.00046792915,0.0005343991],"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":[0.0006641719,0.00016214185,0.48115122,0.0002680254,0.00004321562,0.0011401252,0.46633017,0.00013466885,0.01444228,0.00045401786,0.0066189147,0.028591095],"study_design_scores_gemma":[0.000010422851,0.00025168734,0.636992,0.00010764303,0.000025028075,0.00022169555,0.3339751,0.0006759859,0.0023172232,0.00009941026,0.02525156,0.000072250325],"about_ca_topic_score_codex":0.16664055,"about_ca_topic_score_gemma":0.3110539,"teacher_disagreement_score":0.8333595,"about_ca_system_score_codex":0.0030072536,"about_ca_system_score_gemma":0.0016758586,"threshold_uncertainty_score":0.3313412},"labels":[],"label_agreement":null},{"id":"W7043853037","doi":"","title":"Une exploration des messages Twitter émis par les gouvernements en temps de COVID-19","year":2021,"lang":"fr","type":"other","venue":"Corpus Université Laval (Université Laval)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publics; Social impact; Public opinion; Social media","score_opus":0.03180743442336654,"score_gpt":0.26364258588419054,"score_spread":0.231835151460824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043853037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90363204,0.0018338587,0.0033919015,0.010264163,0.00034108874,0.00018942625,0.015875252,0.0003262683,0.064146005],"genre_scores_gemma":[0.9538792,0.0021922223,0.003122703,0.0015864096,0.00022126612,0.0002302081,0.005375162,0.00019237395,0.033200487],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984895,0.00044949315,0.000071450195,0.00018883668,0.0005690205,0.00023170185],"domain_scores_gemma":[0.99147624,0.004734599,0.0012672896,0.00027110477,0.0018835672,0.00036719462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014606403,0.00033656834,0.00028928937,0.0024899454,0.0027503176,0.0037702373,0.00042805154,0.00079297123,0.0063914694],"category_scores_gemma":[0.008461098,0.00023911895,0.00025075919,0.0053303037,0.0014869021,0.0037306552,0.0019083114,0.0010549759,0.0015651762],"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":[0.00068860286,0.00007170727,0.32443836,0.0019003998,0.000119190394,0.0016045346,0.4554273,0.0006597377,0.008731436,0.013814118,0.056115527,0.13642904],"study_design_scores_gemma":[0.000012965743,0.00007834705,0.4372706,0.00064533524,0.000092417395,0.0003294997,0.2928369,0.001793836,0.00289393,0.0016693128,0.26224652,0.00013034458],"about_ca_topic_score_codex":0.25302747,"about_ca_topic_score_gemma":0.44448513,"teacher_disagreement_score":0.25302747,"about_ca_system_score_codex":0.0038017808,"about_ca_system_score_gemma":0.0031890995,"threshold_uncertainty_score":0.50310934},"labels":[],"label_agreement":null},{"id":"W7045261895","doi":"","title":"After the Paris Attacks: Responses in Canada, Europe, and Around the Globe","year":2015,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Public Relations and Crisis Communication","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":"Globe; Government (linguistics); Agency (philosophy); Work (physics)","score_opus":0.03317674627545229,"score_gpt":0.2612530846517541,"score_spread":0.2280763383763018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045261895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8151447,0.00386042,0.00020897292,0.05619905,0.0011853154,0.00011636088,0.0007771987,0.00007213039,0.122435786],"genre_scores_gemma":[0.96255785,0.001743932,0.00006977031,0.006797163,0.00024314082,0.000038419057,0.0002664104,0.000048234873,0.028235026],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960218,0.00055656134,0.00005523341,0.00016174643,0.0006824687,0.0025221515],"domain_scores_gemma":[0.99552566,0.00061474106,0.0004319123,0.000071710754,0.0014082183,0.0019478443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022389148,0.0006265309,0.0004489952,0.0021291086,0.022932988,0.014369094,0.0018809142,0.007054784,0.010445609],"category_scores_gemma":[0.0067041335,0.0003005837,0.00042089907,0.0045985733,0.008882678,0.0028993008,0.007074684,0.0062390263,0.0008564252],"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":[0.0009836878,0.0001731672,0.0662495,0.0002914166,0.0001291981,0.0062008905,0.72977316,0.0009399524,0.0007138632,0.018736077,0.13372186,0.042087223],"study_design_scores_gemma":[0.000013635083,0.000027996752,0.044701103,0.00012326738,0.000016824175,0.000071658906,0.86891395,0.000059133174,0.0001083003,0.00036530863,0.08554999,0.000048781312],"about_ca_topic_score_codex":0.9459882,"about_ca_topic_score_gemma":0.9732555,"teacher_disagreement_score":0.05849412,"about_ca_system_score_codex":0.05849412,"about_ca_system_score_gemma":0.048070807,"threshold_uncertainty_score":0.42440653},"labels":[],"label_agreement":null},{"id":"W7066051772","doi":"","title":"Femmes artistes à Montréal au XIXe siècle : l’apport de la recherche généalogique","year":2024,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gender relations; Ethnic group; Identity (music); Order (exchange)","score_opus":0.06863189911835543,"score_gpt":0.2924214792112697,"score_spread":0.22378958009291428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066051772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58313894,0.08672484,0.0023673058,0.098663285,0.002459349,0.00031473598,0.006195853,0.000074612406,0.22006112],"genre_scores_gemma":[0.823315,0.024101276,0.0017435353,0.005327068,0.00028515735,0.00016901638,0.00058158487,0.00005911278,0.14441834],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99817073,0.00049696834,0.000032686563,0.00022349358,0.0005272723,0.0005487902],"domain_scores_gemma":[0.9965264,0.0010767448,0.00027738046,0.00013355153,0.0015048339,0.0004811472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024715567,0.0004482639,0.00044368618,0.003006609,0.013601016,0.0038450288,0.0013616191,0.0014664577,0.016717326],"category_scores_gemma":[0.0058233435,0.00040360595,0.00022646482,0.00462764,0.00650202,0.0016026923,0.002589936,0.0022483082,0.00047909992],"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":[0.00019465531,0.00004903781,0.055958174,0.0006185788,0.00009180938,0.0019485089,0.5371153,0.00036534716,0.0018334929,0.07242968,0.14718166,0.18221386],"study_design_scores_gemma":[0.000011668327,0.000035560417,0.14228578,0.00087921397,0.000040964467,0.00035414082,0.17787056,0.00011900014,0.00060340075,0.001489735,0.6762356,0.00007444595],"about_ca_topic_score_codex":0.9858825,"about_ca_topic_score_gemma":0.9940659,"teacher_disagreement_score":0.045185592,"about_ca_system_score_codex":0.045185592,"about_ca_system_score_gemma":0.04885239,"threshold_uncertainty_score":0.327846},"labels":[],"label_agreement":null},{"id":"W7067689289","doi":"","title":"Metamorphic evolution, mineral chemistry and thermobarometry of the Ujaraaluk unit in the Nuvvuagittuq greenstone belt, northern Canada","year":2013,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Public Relations and Crisis Communication","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":"McGill University","keywords":"Geothermobarometry; Amphibole; Schist; Metamorphic rock; Metamorphism; Greenstone belt; Biotite; Mafic; Actinolite; Plagioclase","score_opus":0.013087168176940731,"score_gpt":0.24015512804059203,"score_spread":0.2270679598636513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067689289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99726236,0.00029843504,0.00004301829,0.000025439995,0.0000021916042,0.0000093641365,0.00054646475,0.0000107582355,0.0018019035],"genre_scores_gemma":[0.9974141,0.000164597,0.00016449846,0.000021080392,8.665987e-7,0.0000061788983,0.0006190899,0.000007523129,0.0016020922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99977905,0.0000072053786,0.0000094407205,0.00005523399,0.00007619914,0.00007301185],"domain_scores_gemma":[0.9997472,0.000008969553,0.00003530126,0.0000072576445,0.00013120538,0.00007005693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012746932,0.00027525864,0.00022416018,0.0019549923,0.0015737871,0.0009015404,0.00075777335,0.0002454928,0.0013006025],"category_scores_gemma":[0.00030124295,0.00026768923,0.00020633393,0.002059993,0.0007704081,0.0002499457,0.00058806315,0.0002490261,0.00023158238],"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":[0.000118779666,0.0000382172,0.96742904,0.000046954243,0.00007129238,0.00043671587,0.0023169508,0.00034807003,0.012000127,0.0002463358,0.00062441296,0.016323162],"study_design_scores_gemma":[0.0000015713472,0.000005267192,0.9986712,0.0000065200315,0.0000044926796,0.000040338102,0.00055422256,0.00009558119,0.00014167321,0.0000059665535,0.00047026703,0.000002985632],"about_ca_topic_score_codex":0.97477835,"about_ca_topic_score_gemma":0.9929892,"teacher_disagreement_score":0.025221646,"about_ca_system_score_codex":0.012169814,"about_ca_system_score_gemma":0.0063248416,"threshold_uncertainty_score":0.08829856},"labels":[],"label_agreement":null},{"id":"W7069231176","doi":"","title":"Saints et sainteté","year":2010,"lang":"fr","type":"other","venue":"OpenEdition (OpenEdition)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ridiculous; Context (archaeology); Subject (documents); Proposition","score_opus":0.02141395460259616,"score_gpt":0.2981285267492108,"score_spread":0.27671457214661466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7069231176","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025415828,0.016690034,0.00058460317,0.08838752,0.0034399838,0.000023757673,0.000591316,0.00012631806,0.86474067],"genre_scores_gemma":[0.3518852,0.0120842755,0.0008759333,0.007507758,0.0014699666,0.000048942962,0.000321269,0.000118540345,0.62568814],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880683,0.00056414306,0.000038210637,0.00010400525,0.00027308185,0.00021366376],"domain_scores_gemma":[0.9989549,0.00026808062,0.0001518739,0.000089499954,0.00023079955,0.0003049228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010285327,0.0003131262,0.00026752235,0.0011375833,0.0058643264,0.006676504,0.00039213934,0.0016607352,0.03946314],"category_scores_gemma":[0.0035417613,0.00015721409,0.00020703825,0.0023352904,0.004410228,0.0026332864,0.0042743064,0.003198212,0.0043793935],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003716676,0.000033151195,0.00221997,0.00016740497,0.000008278509,0.00025261648,0.046668738,0.00007351295,0.00013583669,0.5866546,0.28728366,0.07646515],"study_design_scores_gemma":[0.000003436161,0.000008568112,0.0023040196,0.000096699434,0.0000020800924,0.00007280374,0.00755988,0.000025138546,0.000058627127,0.0072952444,0.98256725,0.0000061995706],"about_ca_topic_score_codex":0.0352342,"about_ca_topic_score_gemma":0.07591096,"teacher_disagreement_score":0.03946314,"about_ca_system_score_codex":0.003944395,"about_ca_system_score_gemma":0.0049102893,"threshold_uncertainty_score":0.13201731},"labels":[],"label_agreement":null},{"id":"W7070426460","doi":"","title":"Obama to Prince Harry: Leaders must use care on social media","year":2017,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Presidency; Social media; Government (linguistics); News media","score_opus":0.06265611308126529,"score_gpt":0.3316768899702367,"score_spread":0.2690207768889714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070426460","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027695516,0.004726438,0.00044104096,0.4419004,0.006016398,0.000071643975,0.0002510906,0.00029423123,0.5186032],"genre_scores_gemma":[0.21095301,0.0065365834,0.0005257755,0.0984315,0.00237031,0.000107332366,0.00019512305,0.00032825526,0.68055207],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928194,0.0003131722,0.000016019048,0.000034733515,0.00014141634,0.00021283231],"domain_scores_gemma":[0.99732155,0.0004957781,0.00013886743,0.00009291377,0.00040443742,0.0015464193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010251327,0.00023382505,0.00012134004,0.00039356903,0.007779657,0.006061953,0.0003773367,0.0025825237,0.04957846],"category_scores_gemma":[0.0046124347,0.00013687584,0.00012748233,0.000472521,0.002070811,0.0048436625,0.0031988032,0.0039001855,0.009108338],"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":[0.000015294147,0.000041854295,0.0011224407,0.00005130786,0.0000029650496,0.00027997582,0.016608877,0.00000617947,0.00014678409,0.013284067,0.92612505,0.042315178],"study_design_scores_gemma":[0.000010418699,0.000021846103,0.002481875,0.00014831737,0.0000036270917,0.0003090875,0.061625797,0.000030237832,0.00014226158,0.0027026692,0.9325144,0.000009525315],"about_ca_topic_score_codex":0.0133279,"about_ca_topic_score_gemma":0.046513375,"teacher_disagreement_score":0.04957846,"about_ca_system_score_codex":0.0011571633,"about_ca_system_score_gemma":0.0039906534,"threshold_uncertainty_score":0.16585648},"labels":[],"label_agreement":null},{"id":"W7072054381","doi":"","title":"Video Games as Tools for Non-State Cultural Diplomacy: A Case Study of The Video Game Never Alone","year":2021,"lang":"en","type":"dissertation","venue":"CU Scholar (University of Colorado Boulder)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Video game; Diplomacy; Legitimacy; Action (physics); Video game culture; Bridge (graph theory); Cultural diversity; Process (computing); Globalization","score_opus":0.03139204333794567,"score_gpt":0.32777846359857055,"score_spread":0.2963864202606249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072054381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96210635,0.00018986658,0.002261972,0.0018646086,0.00006963524,0.00026826366,0.00004308044,0.000019791607,0.0331764],"genre_scores_gemma":[0.98322487,0.00051399315,0.0033482667,0.00043152343,0.00002068214,0.00024334417,0.000027398683,0.00004059942,0.012149521],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9946871,0.0038796698,0.00009868276,0.00025668033,0.00041876963,0.00065904675],"domain_scores_gemma":[0.996243,0.0022961334,0.00029100696,0.00018658633,0.00021388354,0.0007694932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032547258,0.00086623564,0.0004655418,0.0016448316,0.013902778,0.0067109037,0.0020129269,0.00331536,0.0040755263],"category_scores_gemma":[0.006958202,0.0004997603,0.0005825745,0.0010993812,0.008396037,0.0042320257,0.0051709656,0.0035844557,0.00060478976],"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":[0.000121093166,0.0019802256,0.010636431,0.00028701662,0.000024988964,0.02193649,0.891693,0.00049585046,0.001657127,0.03896247,0.0039841053,0.028221209],"study_design_scores_gemma":[0.000029876675,0.00042884753,0.00365986,0.0002979986,0.000019194316,0.004527868,0.9233927,0.0010430699,0.0015281445,0.002962583,0.062068217,0.00004165368],"about_ca_topic_score_codex":0.012817895,"about_ca_topic_score_gemma":0.038980383,"teacher_disagreement_score":0.013902778,"about_ca_system_score_codex":0.0038566382,"about_ca_system_score_gemma":0.0028186282,"threshold_uncertainty_score":0.027982056},"labels":[],"label_agreement":null},{"id":"W7093091584","doi":"10.5281/zenodo.17409636","title":"Ostwald Ripening in Underground Gas Storage","year":2025,"lang":"","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Ripening; Ostwald ripening; Bubble; Saturation (graph theory); Work (physics)","score_opus":0.04088677045132267,"score_gpt":0.30259241704162176,"score_spread":0.2617056465902991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7093091584","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031316942,0.00015575142,0.00013538319,0.00007829269,0.000028374694,0.000014475207,0.9945797,0.00089378573,0.0009825777],"genre_scores_gemma":[0.0032308789,0.00008715544,0.00042522678,0.00003325311,0.000007659558,0.00004439161,0.99544525,0.00007362961,0.0006526561],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99947697,0.000052405983,0.00004646935,0.00015574228,0.00016603823,0.000102354075],"domain_scores_gemma":[0.99894816,0.00031659967,0.00012295651,0.00027076693,0.0002248752,0.00011669199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005520502,0.0015235477,0.0007989545,0.0021620968,0.0005707937,0.0011186476,0.0015358947,0.0019746714,0.021771913],"category_scores_gemma":[0.0020882236,0.00036681767,0.0011217458,0.0025965627,0.00038480567,0.0008532709,0.0008976814,0.0009053702,0.024078293],"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":[0.00026770783,0.000120405115,0.0038930832,0.001629932,0.000062154926,0.00008441388,0.000053881686,0.00390647,0.0014851248,0.0008305014,0.9797891,0.007877354],"study_design_scores_gemma":[0.000864572,0.00025063226,0.07376088,0.0010545133,0.00020305069,0.0003107118,0.00045924762,0.026047483,0.009560126,0.006723775,0.8805157,0.0002492897],"about_ca_topic_score_codex":0.022476023,"about_ca_topic_score_gemma":0.04265494,"teacher_disagreement_score":0.022476023,"about_ca_system_score_codex":0.00090814085,"about_ca_system_score_gemma":0.001133522,"threshold_uncertainty_score":0.07283431},"labels":[],"label_agreement":null},{"id":"W7093327203","doi":"10.17269/s41997-023-00783-4\">10.17269/s41997-023-00783-4</a></p","title":"Exploring Communication by Public Health Leaders and Organizations During the Pandemic: A Content Analysis of COVID-Related Tweets","year":2023,"lang":"en","type":"article","venue":"Scholar Commons (University of South Carolina)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":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; Social media; Health promotion; Health communication; Content analysis; Health policy; Public health surveillance; Pandemic; Health education","score_opus":0.20981203546571547,"score_gpt":0.3052797464630357,"score_spread":0.09546771099732021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7093327203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830729,0.00026400932,0.0017491513,0.0013803389,0.00004535629,0.00048197998,0.005110914,0.000038534705,0.007856891],"genre_scores_gemma":[0.9852239,0.0006308183,0.0055918302,0.00046652497,0.00005273769,0.0007828695,0.00367463,0.000060505765,0.003516151],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99813086,0.0007040487,0.00013954722,0.00015698337,0.00050568115,0.00036284135],"domain_scores_gemma":[0.9878897,0.007412271,0.0013874078,0.00031472344,0.0026310892,0.0003648374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031617517,0.00024382563,0.00023335891,0.0053087645,0.0029255438,0.0029144431,0.0005082459,0.00049826154,0.0015704489],"category_scores_gemma":[0.014264491,0.00015286465,0.0002302574,0.0067125307,0.0015010757,0.001966871,0.0022950561,0.00070917787,0.00032956497],"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":[0.00022830823,0.00012250575,0.17300335,0.0010898418,0.000044369957,0.0010421284,0.73061186,0.00039978157,0.004180236,0.00363413,0.010363672,0.07527978],"study_design_scores_gemma":[0.000010089005,0.000052292595,0.27339974,0.0006410259,0.00004517406,0.00022376211,0.67856616,0.0013443202,0.0017637605,0.0010215458,0.042877514,0.000054608092],"about_ca_topic_score_codex":0.11285629,"about_ca_topic_score_gemma":0.16375926,"teacher_disagreement_score":0.11285629,"about_ca_system_score_codex":0.0056552733,"about_ca_system_score_gemma":0.006041878,"threshold_uncertainty_score":0.22439879},"labels":[],"label_agreement":null},{"id":"W7095307490","doi":"","title":"Mining Association of Canada Guide for Completing the National Pollutant Release","year":2003,"lang":"en","type":"article","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Notice; Association (psychology); Pollutant; Government (linguistics); Work (physics)","score_opus":0.03525015898354842,"score_gpt":0.31820070482259777,"score_spread":0.28295054583904933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095307490","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013333127,0.0051988643,0.021645296,0.010519079,0.0031990812,0.0030759291,0.21740395,0.008462497,0.72916204],"genre_scores_gemma":[0.002596053,0.006575485,0.020364242,0.0015004785,0.0002067218,0.0009585416,0.05963675,0.0022453002,0.90591645],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920065,0.00039260395,0.00049442484,0.0003690393,0.0060651232,0.0006723234],"domain_scores_gemma":[0.97535956,0.0007611015,0.00030616482,0.0010457594,0.021938456,0.00058900006],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005305374,0.0014752833,0.0014801105,0.008548028,0.006011728,0.0044572935,0.0034807536,0.0018848957,0.32886925],"category_scores_gemma":[0.012682922,0.0019296913,0.0012826279,0.01109623,0.0010907842,0.0026058399,0.0017915658,0.0028813262,0.30236822],"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":[0.000012201776,0.000025708063,0.00029233453,0.00012801842,0.0000036698696,0.000027842065,0.000060585222,0.0001216581,0.00026321187,0.0015465559,0.9563765,0.041141797],"study_design_scores_gemma":[0.0000039142205,0.000005772669,0.0013203273,0.00007244814,0.0000033979197,0.000021830978,0.00008667096,0.00007668069,0.00015271957,0.00029675875,0.99794513,0.000014212057],"about_ca_topic_score_codex":0.81876725,"about_ca_topic_score_gemma":0.9149847,"teacher_disagreement_score":0.32886925,"about_ca_system_score_codex":0.011229471,"about_ca_system_score_gemma":0.09321527,"threshold_uncertainty_score":0.95728654},"labels":[],"label_agreement":null},{"id":"W7095386731","doi":"","title":"In central New Jersey, halfway between Newark and New Brunswick, stands the city of Plainfield.","year":2016,"lang":"en","type":"article","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Musical; Musical instrument; Interpretation (philosophy); Period (music)","score_opus":0.04811998629436642,"score_gpt":0.31862693021068045,"score_spread":0.270506943916314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095386731","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19479933,0.005839703,0.0025094117,0.030492455,0.002214229,0.00025506737,0.0046004364,0.00059277203,0.75869656],"genre_scores_gemma":[0.288496,0.0020641952,0.0016857412,0.005059136,0.00012458808,0.00012563089,0.0022137875,0.00011409168,0.7001168],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997472,0.000017051718,0.0000043781365,0.000055071287,0.000067253044,0.00010898481],"domain_scores_gemma":[0.99967325,0.00004658693,0.000032210268,0.000020074756,0.00008432313,0.00014349759],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002098531,0.0003066293,0.0002704758,0.0008959173,0.008446992,0.0039899866,0.0010237659,0.0009194845,0.0652783],"category_scores_gemma":[0.0006937572,0.00035122441,0.00015559598,0.0014550879,0.0020069783,0.0020143327,0.0022677688,0.0020744167,0.0050675296],"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":[0.0005068165,0.00039814334,0.041934658,0.0003023848,0.00007524323,0.0056008436,0.015640179,0.00039119416,0.006157131,0.09578299,0.66579926,0.16741116],"study_design_scores_gemma":[0.000024453653,0.000033527558,0.044386722,0.0001403873,0.000020582736,0.00035311677,0.02355195,0.000099874436,0.00078375713,0.0018309354,0.9287252,0.000049633378],"about_ca_topic_score_codex":0.6917699,"about_ca_topic_score_gemma":0.9577936,"teacher_disagreement_score":0.9347217,"about_ca_system_score_codex":0.009668696,"about_ca_system_score_gemma":0.013784406,"threshold_uncertainty_score":0.6200906},"labels":[],"label_agreement":null},{"id":"W7095772093","doi":"","title":"Why does education lead to lower fertility? A critical review of some of the possibilities. World Development 30(10","year":2002,"lang":"en","type":"article","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lead (geology); Relation (database); Quarter (Canadian coin); Third world","score_opus":0.04763569654620072,"score_gpt":0.34572669747428236,"score_spread":0.29809100092808166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095772093","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017902584,0.974256,0.00007700613,0.023769548,0.00088872964,0.0000027720237,0.000021401233,0.0000016303565,0.00080386957],"genre_scores_gemma":[0.005316758,0.98622954,0.00008946708,0.005567774,0.002465978,0.000009195205,0.000017133585,0.0000022000495,0.0003019301],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99866235,0.0007442836,0.000117930445,0.0001731055,0.00021881417,0.00008346203],"domain_scores_gemma":[0.9894246,0.009053154,0.0005197242,0.000115949784,0.0007585387,0.00012803664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053339405,0.00089002616,0.0012009478,0.0039054763,0.0008455024,0.0016875499,0.0016501789,0.0038688304,0.0028283254],"category_scores_gemma":[0.011611265,0.00044277066,0.000722947,0.004412566,0.0050759222,0.0028240546,0.00091791886,0.0039058048,0.00088110985],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003712967,0.00008704268,0.0037756627,0.022653595,0.0005022676,0.0014384796,0.0020331086,0.001297706,0.0003577275,0.12959869,0.23261248,0.6052719],"study_design_scores_gemma":[0.00007623454,0.00028560634,0.014589029,0.023171509,0.0004140196,0.0023373521,0.0032085476,0.0006210003,0.0006271992,0.106213674,0.8483583,0.000097650634],"about_ca_topic_score_codex":0.0059327506,"about_ca_topic_score_gemma":0.0068411822,"teacher_disagreement_score":0.0059327506,"about_ca_system_score_codex":0.0028593417,"about_ca_system_score_gemma":0.0023439652,"threshold_uncertainty_score":0.028208911},"labels":[],"label_agreement":null},{"id":"W7096433388","doi":"","title":"Commentary: What happened to public responsibility? The lack of society in public relations codes of ethics.","year":2015,"lang":"en","type":"article","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethical code; Information ethics; Reputation; Strengths and weaknesses; Legal ethics; Code (set theory); Meta-ethics; Code of conduct","score_opus":0.2539491371605622,"score_gpt":0.4271316693712645,"score_spread":0.1731825322107023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096433388","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001459827,0.0018100612,0.00009583079,0.9666443,0.029653706,0.000013600578,0.000057676603,0.0000139534,0.0015649042],"genre_scores_gemma":[0.002637806,0.0010775522,0.00010990308,0.9744623,0.018456822,0.00004834912,0.000019935553,0.000029619081,0.0031576909],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98691887,0.0054823644,0.0008570684,0.0021476967,0.0035021505,0.0010917418],"domain_scores_gemma":[0.93884957,0.044986773,0.0022651467,0.0007779621,0.0107768215,0.0023436856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01008136,0.0013902799,0.0016769288,0.0021114713,0.010881424,0.0070030065,0.007529899,0.06739863,0.0088927215],"category_scores_gemma":[0.07808039,0.0009953679,0.0018476052,0.0023116537,0.012562943,0.010823941,0.004379993,0.06147753,0.005383697],"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":[0.000023743918,0.0000050285125,0.00005984902,0.00019766731,0.000008163912,0.0003313997,0.0017618173,0.000035660232,0.000060472434,0.0054267147,0.99022317,0.0018663373],"study_design_scores_gemma":[0.00004082145,0.000027648108,0.0005388902,0.0015103355,0.000027578088,0.00072542235,0.0050435415,0.00022292549,0.00024290357,0.011484276,0.98005563,0.000079917736],"about_ca_topic_score_codex":0.05535848,"about_ca_topic_score_gemma":0.064499915,"teacher_disagreement_score":0.06739863,"about_ca_system_score_codex":0.016329126,"about_ca_system_score_gemma":0.016376166,"threshold_uncertainty_score":0.11847663},"labels":[],"label_agreement":null},{"id":"W7097811610","doi":"","title":"VIRTUALITY, DIPLOMACY, AND THE FOREIGN MINISTRY: DOES FOREIGN AFFAIRS AND INTERNATIONAL TRADE","year":2015,"lang":"en","type":"article","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Foreign policy; Focus (optics); International relations; Foreign relations; Free trade","score_opus":0.04334856908448045,"score_gpt":0.3372344460555289,"score_spread":0.29388587697104845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097811610","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27571392,0.028664416,0.0009846678,0.14096019,0.00052939897,0.000012469229,0.00007287529,0.000016230402,0.5530458],"genre_scores_gemma":[0.98747987,0.004760771,0.000099539735,0.0017941048,0.00021429487,0.0000047763756,0.0000138468395,0.0000054257694,0.0056274584],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989943,0.00065046805,0.000017507753,0.000056391567,0.000089865534,0.00019148327],"domain_scores_gemma":[0.9967752,0.0016385058,0.0006308222,0.00009557183,0.00018434448,0.000675519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014553367,0.00014664842,0.00017751276,0.0008565481,0.0033863056,0.012151009,0.00037427756,0.0015025751,0.009135935],"category_scores_gemma":[0.004060882,0.00010145196,0.00010932297,0.0016503683,0.011469111,0.007452121,0.0025832192,0.0016348812,0.0004723724],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007989623,0.000122007405,0.019801116,0.00015221286,0.000013203833,0.00025260737,0.055019386,0.00021824038,0.0000786475,0.8660489,0.014402046,0.04381177],"study_design_scores_gemma":[0.000030248468,0.00008472566,0.035875697,0.0010906347,0.000021391623,0.00060410687,0.26511014,0.00065202516,0.00015977421,0.43097988,0.26535103,0.000040423183],"about_ca_topic_score_codex":0.01197924,"about_ca_topic_score_gemma":0.015726337,"teacher_disagreement_score":0.012151009,"about_ca_system_score_codex":0.003421218,"about_ca_system_score_gemma":0.004201649,"threshold_uncertainty_score":0.030562758},"labels":[],"label_agreement":null},{"id":"W7099922116","doi":"","title":"Constitutional Secularization: Religious Pluralism and the Canadian Courts1","year":2014,"lang":"en","type":"article","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Charter; Religious pluralism; Religious freedom; De facto; Religious diversity; Pluralism (philosophy); Supreme court","score_opus":0.009446261912511583,"score_gpt":0.2612928838211849,"score_spread":0.2518466219086733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099922116","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17771757,0.011835512,0.00095087173,0.051340334,0.00018812831,0.000066033455,0.00035705417,0.000033001317,0.7575115],"genre_scores_gemma":[0.9580326,0.003042792,0.00039804316,0.00298742,0.000053757507,0.000014260754,0.00008281597,0.000011644041,0.035376687],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9960556,0.00032809682,0.000066872126,0.0003229168,0.0013612588,0.0018652829],"domain_scores_gemma":[0.997251,0.000608743,0.00023624799,0.00015646253,0.0010612719,0.0006863345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018674443,0.00020246235,0.0002886802,0.0022502632,0.015311171,0.007654613,0.0015237783,0.0024941983,0.0064270822],"category_scores_gemma":[0.0054466734,0.0002870839,0.0002553604,0.0038145466,0.016333194,0.001816102,0.0026741389,0.003120842,0.00018915784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010879033,0.000010811638,0.0030489813,0.000029210585,0.0000046486266,0.00016575631,0.0060399286,0.00021183882,0.00011294354,0.97075,0.009759964,0.009855113],"study_design_scores_gemma":[0.0000634281,0.00003204524,0.084961966,0.0006066073,0.000055511857,0.00031517044,0.02854613,0.0022774322,0.0005955585,0.18991141,0.69249755,0.00013724048],"about_ca_topic_score_codex":0.9898162,"about_ca_topic_score_gemma":0.99532616,"teacher_disagreement_score":0.10811123,"about_ca_system_score_codex":0.10811123,"about_ca_system_score_gemma":0.10736166,"threshold_uncertainty_score":0.7844056},"labels":[],"label_agreement":null},{"id":"W7100848644","doi":"","title":"An Analysis of an Independent Commissioned Rep Agency in the Canadian Trade Book Industry","year":2006,"lang":"en","type":"article","venue":"","topic":"Public Relations and Crisis Communication","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":"Agency (philosophy); Government (linguistics); Commission; Work (physics)","score_opus":0.02660969489709327,"score_gpt":0.33659297966185553,"score_spread":0.3099832847647623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100848644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8646381,0.00048038142,0.0006889016,0.0052894526,0.00003090975,0.00029152783,0.0005599085,0.000032307555,0.12798855],"genre_scores_gemma":[0.96711004,0.00037575472,0.000260556,0.0005918545,0.000017946688,0.000050421564,0.00022763362,0.000016830645,0.03134894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941531,0.00062197994,0.00009047938,0.00025743557,0.0016352081,0.0032418899],"domain_scores_gemma":[0.9882974,0.0031939626,0.0010332183,0.00027516604,0.0049595144,0.0022407148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026501655,0.000348333,0.00050841377,0.0045271963,0.017460005,0.008965804,0.002862032,0.004178931,0.010236049],"category_scores_gemma":[0.011221427,0.0004958542,0.00058068166,0.006477683,0.0039071906,0.001838723,0.0025882942,0.0038633782,0.0008571947],"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":[0.0012928003,0.0018276729,0.34423134,0.00045541066,0.00028319188,0.013425573,0.14800173,0.012772797,0.00245799,0.3019841,0.0749511,0.09831623],"study_design_scores_gemma":[0.00007977878,0.0003351365,0.46621266,0.00025670722,0.00026036028,0.00048725185,0.409,0.0101859365,0.00092201296,0.0049923076,0.10710284,0.00016512576],"about_ca_topic_score_codex":0.9717541,"about_ca_topic_score_gemma":0.98552436,"teacher_disagreement_score":0.09209432,"about_ca_system_score_codex":0.09209432,"about_ca_system_score_gemma":0.09313721,"threshold_uncertainty_score":0.6681942},"labels":[],"label_agreement":null},{"id":"W7103665030","doi":"","title":"Amber L. Hutchins and Natalie T. J. Tindall (Eds.), Public Relations and Online Engagement: Audiences, Fandom and Influencers","year":2022,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Public Relations and Crisis Communication","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":"Fandom; Influencer marketing; Social media; The Internet; Gender relations","score_opus":0.28203900912455165,"score_gpt":0.5640381376184008,"score_spread":0.28199912849384917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7103665030","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00078757084,0.94935566,0.0013116614,0.023891196,0.0056545413,0.000019925892,0.00012814399,0.00011819224,0.018733058],"genre_scores_gemma":[0.0049187187,0.96290714,0.001255638,0.0010906291,0.0040523913,0.000029354962,0.00012994999,0.00004601048,0.025570156],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991455,0.00019586975,0.00005674875,0.00012569879,0.00041379433,0.00006242352],"domain_scores_gemma":[0.9971808,0.0016128866,0.0003290619,0.00006895671,0.00037644204,0.0004318651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002397203,0.002516779,0.0017609717,0.003369966,0.0015782304,0.007015153,0.0012667725,0.0029885948,0.030195018],"category_scores_gemma":[0.0024998484,0.0012609552,0.0006453063,0.0042382935,0.0016688919,0.011110334,0.0022391023,0.0043104375,0.02168032],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008143081,0.000095033174,0.0008163235,0.002389086,0.000028300523,0.000090874,0.0023389054,0.0002430113,0.0003327255,0.0075504677,0.44896773,0.5370661],"study_design_scores_gemma":[0.00002309524,0.000047302114,0.0053588487,0.0036165707,0.000079896236,0.00070323644,0.0032909603,0.00052064366,0.0003402947,0.008841401,0.97712225,0.000055485667],"about_ca_topic_score_codex":0.009882831,"about_ca_topic_score_gemma":0.018318722,"teacher_disagreement_score":0.030195018,"about_ca_system_score_codex":0.0015294047,"about_ca_system_score_gemma":0.0028315398,"threshold_uncertainty_score":0.10101241},"labels":[],"label_agreement":null},{"id":"W7105555548","doi":"10.5281/zenodo.17587391","title":"Impact of social media-driven misinformation on project sustainability and public perception in mega projects","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Misinformation; Sustainability; Stakeholder; Social media; Focus group; Commission; Agency (philosophy); Government (linguistics); Corporate governance","score_opus":0.04993504005466133,"score_gpt":0.3459083795075687,"score_spread":0.2959733394529074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105555548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99155915,0.00027860777,0.000399303,0.0011513386,0.000014957529,0.000019448296,0.000019624396,0.000005001909,0.0065525896],"genre_scores_gemma":[0.99941933,0.00018135393,0.000088945795,0.00007476714,0.000006602145,0.000013361421,0.000007209294,0.0000025285894,0.00020600877],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9869169,0.009636798,0.00053012173,0.00044279787,0.0016453468,0.00082804234],"domain_scores_gemma":[0.95236135,0.03164724,0.01128529,0.0010692826,0.0020673103,0.0015696324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0091072405,0.00033456332,0.00030012437,0.0019894417,0.0025379343,0.005678334,0.00050056103,0.0012619123,0.0023701075],"category_scores_gemma":[0.030833535,0.00039584696,0.00027865646,0.0014589666,0.004599746,0.004409494,0.0058785407,0.001586737,0.00020075824],"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":[0.00021727863,0.00028347506,0.23521367,0.00054973,0.00006279637,0.0017496358,0.7061801,0.0004879643,0.0010043357,0.004494249,0.0011541146,0.048602704],"study_design_scores_gemma":[0.0000075547,0.00017437627,0.10424721,0.0005907408,0.000033690198,0.0004900714,0.8841278,0.000639556,0.0005216774,0.0018785516,0.0072400724,0.000048708036],"about_ca_topic_score_codex":0.002866886,"about_ca_topic_score_gemma":0.0043055816,"teacher_disagreement_score":0.0091072405,"about_ca_system_score_codex":0.0029375134,"about_ca_system_score_gemma":0.0025437267,"threshold_uncertainty_score":0.048164308},"labels":[],"label_agreement":null},{"id":"W7105557068","doi":"10.5281/zenodo.17587392","title":"Impact of social media-driven misinformation on project sustainability and public perception in mega projects","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Misinformation; Sustainability; Stakeholder; Social media; Focus group; Commission; Agency (philosophy); Government (linguistics); Corporate governance","score_opus":0.04993504005466133,"score_gpt":0.3459083795075687,"score_spread":0.2959733394529074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105557068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99155915,0.00027860777,0.000399303,0.0011513386,0.000014957529,0.000019448296,0.000019624396,0.000005001909,0.0065525896],"genre_scores_gemma":[0.99941933,0.00018135393,0.000088945795,0.00007476714,0.000006602145,0.000013361421,0.000007209294,0.0000025285894,0.00020600877],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9869169,0.009636798,0.00053012173,0.00044279787,0.0016453468,0.00082804234],"domain_scores_gemma":[0.95236135,0.03164724,0.01128529,0.0010692826,0.0020673103,0.0015696324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0091072405,0.00033456332,0.00030012437,0.0019894417,0.0025379343,0.005678334,0.00050056103,0.0012619123,0.0023701075],"category_scores_gemma":[0.030833535,0.00039584696,0.00027865646,0.0014589666,0.004599746,0.004409494,0.0058785407,0.001586737,0.00020075824],"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":[0.00021727863,0.00028347506,0.23521367,0.00054973,0.00006279637,0.0017496358,0.7061801,0.0004879643,0.0010043357,0.004494249,0.0011541146,0.048602704],"study_design_scores_gemma":[0.0000075547,0.00017437627,0.10424721,0.0005907408,0.000033690198,0.0004900714,0.8841278,0.000639556,0.0005216774,0.0018785516,0.0072400724,0.000048708036],"about_ca_topic_score_codex":0.002866886,"about_ca_topic_score_gemma":0.0043055816,"teacher_disagreement_score":0.0091072405,"about_ca_system_score_codex":0.0029375134,"about_ca_system_score_gemma":0.0025437267,"threshold_uncertainty_score":0.048164308},"labels":[],"label_agreement":null},{"id":"W7106267670","doi":"10.20381/ruor-31528","title":"Corporate Social Advocacy Within Sport Organizations: The Case Study of the International Olympic Committee and the Toronto Raptors","year":2025,"lang":"en","type":"dissertation","venue":"University of Ottawa - Library","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Champion; Stakeholder; Social movement; Corporate social responsibility; Social media; Sustainability; Best practice; Human rights; Stakeholder engagement","score_opus":0.012238789830318212,"score_gpt":0.23978251863658473,"score_spread":0.22754372880626653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106267670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96957725,0.000800706,0.0006236032,0.008458512,0.00013008172,0.00015430787,0.000056431014,0.000016363922,0.020182647],"genre_scores_gemma":[0.99104697,0.00069537025,0.000480868,0.00089844747,0.000059690497,0.00009293168,0.000036364192,0.000017035281,0.0066724685],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98726624,0.007628775,0.00019864131,0.0007070859,0.0013536784,0.0028455316],"domain_scores_gemma":[0.9876567,0.00472615,0.0013978683,0.00047362526,0.001298995,0.0044465913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005638191,0.0008616031,0.00054110854,0.00249498,0.039469536,0.007598221,0.0030540687,0.004326382,0.0031371373],"category_scores_gemma":[0.009133876,0.00061986846,0.000440688,0.0026759175,0.021502377,0.0028498797,0.0084968405,0.0051585464,0.00031787253],"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":[0.000019726987,0.00006438984,0.0063300286,0.00006447217,0.0000077005,0.004276771,0.979673,0.000066816545,0.00023544874,0.0034573674,0.002609433,0.0031947547],"study_design_scores_gemma":[0.0000030612703,0.00003208344,0.002948402,0.000071105394,0.000005860765,0.00036996516,0.98154473,0.00007020564,0.000110797344,0.00011953641,0.014714725,0.000009575346],"about_ca_topic_score_codex":0.49561518,"about_ca_topic_score_gemma":0.76593804,"teacher_disagreement_score":0.49561518,"about_ca_system_score_codex":0.039687816,"about_ca_system_score_gemma":0.031546947,"threshold_uncertainty_score":0.98546076},"labels":[],"label_agreement":null},{"id":"W7106654380","doi":"10.60770/2cpf-cf74","title":"IndigiComms: using decolonization, power studies and Indigenous methods to inform postmodern communications practice & scholarship","year":2025,"lang":"en","type":"article","venue":"MRU-Repo","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Mount Royal University","funders":"","keywords":"Postmodernism; Scholarship; Indigenous; Reflexivity; Mainstream; Power (physics); Agency (philosophy); Metis","score_opus":0.11501676823350342,"score_gpt":0.5268632815259893,"score_spread":0.41184651329248584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106654380","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37364224,0.027949868,0.118418545,0.08449203,0.0025590986,0.00062722136,0.00042458423,0.00063638337,0.39125004],"genre_scores_gemma":[0.9325555,0.0049758577,0.03375103,0.0033377449,0.00048321698,0.0007099231,0.0001164383,0.0003238416,0.023746405],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9815477,0.015748749,0.00028776686,0.00070362136,0.0011320865,0.00058011553],"domain_scores_gemma":[0.9597369,0.0315354,0.0017733824,0.0042061396,0.0015626207,0.0011855897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026230212,0.0005071771,0.00055254,0.005456125,0.0109292995,0.013065748,0.00206905,0.0021649871,0.005327554],"category_scores_gemma":[0.03243925,0.00044129623,0.00036779707,0.0041036108,0.047342077,0.02177404,0.01155187,0.0048407945,0.00059302326],"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":[0.000018336052,0.000028256358,0.0011025936,0.00017216528,0.0000067090164,0.00013603663,0.7881822,0.00005181313,0.00022463112,0.17489795,0.0034828247,0.031696457],"study_design_scores_gemma":[0.000014723364,0.0000638726,0.0020014306,0.0014122841,0.000018483024,0.00031458633,0.53902495,0.00057932234,0.00091846427,0.17527068,0.28034198,0.00003926515],"about_ca_topic_score_codex":0.005432111,"about_ca_topic_score_gemma":0.012613073,"teacher_disagreement_score":0.026230212,"about_ca_system_score_codex":0.0063454485,"about_ca_system_score_gemma":0.008518416,"threshold_uncertainty_score":0.13872027},"labels":[],"label_agreement":null},{"id":"W7108074810","doi":"10.1108/jbs-12-2023-0258","title":"Bursts of online social disapproval: leveraging analytics for comprehension and detection","year":2025,"lang":"en","type":"article","venue":"Journal of Business Strategy","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Sensemaking; Sociotechnical system; Analytics; Social media; Social media analytics; Process (computing); Crisis management; Comprehension; Dynamic capabilities; Interpretation (philosophy)","score_opus":0.064522238858684,"score_gpt":0.36621955979853504,"score_spread":0.301697320939851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7108074810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50469786,0.002846174,0.40010944,0.023559438,0.0005212865,0.0015338524,0.0036020277,0.0061578397,0.056972098],"genre_scores_gemma":[0.9265126,0.00071296113,0.068621665,0.00081826723,0.00017161728,0.000379462,0.0009728568,0.0003043325,0.0015061616],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9916421,0.004637879,0.0005002061,0.0012963227,0.0015354141,0.00038805843],"domain_scores_gemma":[0.90551955,0.068001024,0.010273206,0.008093301,0.0062945997,0.001818348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010011816,0.0010954886,0.0006206808,0.0064939274,0.0012990166,0.010426295,0.0016565331,0.0015315199,0.0034173734],"category_scores_gemma":[0.097276255,0.0005055563,0.00060698506,0.0032377678,0.0034755724,0.01712135,0.0066380054,0.0028150775,0.0009680137],"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":[0.0006315267,0.0006211011,0.22281522,0.0022380492,0.00025680524,0.0012799184,0.20115545,0.011072515,0.007105469,0.07129522,0.016964186,0.46456462],"study_design_scores_gemma":[0.000069228794,0.0005235585,0.09838887,0.0028279794,0.0002106729,0.000874542,0.16385719,0.18646513,0.009593148,0.457025,0.07964792,0.0005167887],"about_ca_topic_score_codex":0.002435151,"about_ca_topic_score_gemma":0.0022801787,"teacher_disagreement_score":0.010426295,"about_ca_system_score_codex":0.0016375334,"about_ca_system_score_gemma":0.0021727786,"threshold_uncertainty_score":0.052948236},"labels":[],"label_agreement":null},{"id":"W7108456768","doi":"10.5281/zenodo.17808359","title":"Managerial Strategies","year":2009,"lang":"","type":"book","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Thompson Rivers University","funders":"","keywords":"Agile software development; Competitive advantage; Corporate governance; Strategic alignment; Service (business); Strategic planning; Stakeholder; Strategic leadership; Decentralization","score_opus":0.04432745528066271,"score_gpt":0.28845284443909425,"score_spread":0.24412538915843154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7108456768","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00166493,0.00318047,0.008045562,0.013812474,0.0015740348,0.00033882124,0.00030549697,0.0003519184,0.9707263],"genre_scores_gemma":[0.0508552,0.004788979,0.014003618,0.011067657,0.00089634565,0.0006437098,0.00054417667,0.0002636053,0.9169367],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961469,0.0009981156,0.00020181564,0.0004809851,0.0016318663,0.00054028135],"domain_scores_gemma":[0.99719965,0.00066761835,0.00018221114,0.0003556633,0.0010264817,0.00056836405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035143595,0.0012379156,0.0005097229,0.0023790717,0.0036060298,0.009946373,0.0025823824,0.0035618204,0.14650977],"category_scores_gemma":[0.007792789,0.00038299884,0.0005312726,0.0017163255,0.0023743797,0.006252748,0.004625411,0.0027486885,0.06762285],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040818177,0.0001084961,0.0005739859,0.00036079535,0.00001312259,0.0003308739,0.0038070264,0.0003321852,0.0005115201,0.48788905,0.29414958,0.21188259],"study_design_scores_gemma":[0.0000067008737,0.000022782502,0.00023544094,0.00022175838,0.0000032506591,0.00012515555,0.0012023256,0.00012763412,0.00016162464,0.032365795,0.96551836,0.0000090536405],"about_ca_topic_score_codex":0.0017087717,"about_ca_topic_score_gemma":0.0026917616,"teacher_disagreement_score":0.14650977,"about_ca_system_score_codex":0.004495018,"about_ca_system_score_gemma":0.0062182564,"threshold_uncertainty_score":0.490124},"labels":[],"label_agreement":null},{"id":"W7108456998","doi":"10.5281/zenodo.17808358","title":"Managerial Strategies","year":2009,"lang":"","type":"book","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Thompson Rivers University","funders":"","keywords":"Agile software development; Competitive advantage; Corporate governance; Strategic alignment; Service (business); Strategic planning; Stakeholder; Strategic leadership; Decentralization","score_opus":0.04432745528066271,"score_gpt":0.28845284443909425,"score_spread":0.24412538915843154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7108456998","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00166493,0.00318047,0.008045562,0.013812474,0.0015740348,0.00033882124,0.00030549697,0.0003519184,0.9707263],"genre_scores_gemma":[0.0508552,0.004788979,0.014003618,0.011067657,0.00089634565,0.0006437098,0.00054417667,0.0002636053,0.9169367],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961469,0.0009981156,0.00020181564,0.0004809851,0.0016318663,0.00054028135],"domain_scores_gemma":[0.99719965,0.00066761835,0.00018221114,0.0003556633,0.0010264817,0.00056836405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035143595,0.0012379156,0.0005097229,0.0023790717,0.0036060298,0.009946373,0.0025823824,0.0035618204,0.14650977],"category_scores_gemma":[0.007792789,0.00038299884,0.0005312726,0.0017163255,0.0023743797,0.006252748,0.004625411,0.0027486885,0.06762285],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040818177,0.0001084961,0.0005739859,0.00036079535,0.00001312259,0.0003308739,0.0038070264,0.0003321852,0.0005115201,0.48788905,0.29414958,0.21188259],"study_design_scores_gemma":[0.0000067008737,0.000022782502,0.00023544094,0.00022175838,0.0000032506591,0.00012515555,0.0012023256,0.00012763412,0.00016162464,0.032365795,0.96551836,0.0000090536405],"about_ca_topic_score_codex":0.0017087717,"about_ca_topic_score_gemma":0.0026917616,"teacher_disagreement_score":0.14650977,"about_ca_system_score_codex":0.004495018,"about_ca_system_score_gemma":0.0062182564,"threshold_uncertainty_score":0.490124},"labels":[],"label_agreement":null},{"id":"W7111871005","doi":"","title":"Mål- og indikatorstyring i USA og Canada","year":2001,"lang":"da","type":"article","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.024070663202500384,"score_gpt":0.2871287977336153,"score_spread":0.26305813453111493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111871005","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29757008,0.0066281394,0.0008002087,0.029283559,0.0008644249,0.00019242712,0.013098484,0.0005003017,0.65106237],"genre_scores_gemma":[0.34669748,0.0064141448,0.0016010738,0.003772658,0.00006499517,0.00010426491,0.0052942494,0.00020534768,0.63584584],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99932647,0.00002874118,0.000014317807,0.000048796814,0.00010828752,0.0004734471],"domain_scores_gemma":[0.99914455,0.000092273825,0.000068150024,0.000030889474,0.00036708632,0.00029707013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027129476,0.00045850754,0.00054822234,0.0011079995,0.01028468,0.0040771775,0.000921147,0.0011323144,0.07566052],"category_scores_gemma":[0.001431081,0.00035601563,0.00040574724,0.002118918,0.0011435683,0.0012828949,0.0028114389,0.00295401,0.0074875727],"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":[0.0014429562,0.0004032089,0.1843205,0.0011203864,0.00022191428,0.0036285673,0.025530037,0.0011464624,0.004870042,0.08293469,0.40756756,0.28681374],"study_design_scores_gemma":[0.00007574493,0.00007171201,0.22183582,0.001116291,0.00010197445,0.00050245196,0.051846307,0.00060235814,0.0021567466,0.0039514517,0.7176245,0.00011468851],"about_ca_topic_score_codex":0.96746653,"about_ca_topic_score_gemma":0.9906509,"teacher_disagreement_score":0.07566052,"about_ca_system_score_codex":0.029441027,"about_ca_system_score_gemma":0.089013316,"threshold_uncertainty_score":0.2531097},"labels":[],"label_agreement":null},{"id":"W7112525847","doi":"","title":"Higher Education Leaders’ Perspectives about Communication Challenges During Crises","year":2025,"lang":"","type":"article","venue":"ScholarWorks (Walden University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Higher education; Crisis communication; Nonprobability sampling; Qualitative research; Organizational communication; Communication studies; Leadership style; Interpersonal communication; Educational leadership","score_opus":0.04408499886962351,"score_gpt":0.3149107391200808,"score_spread":0.27082574025045725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7112525847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93643874,0.0015005902,0.004311797,0.033582803,0.0002724985,0.00008089413,0.00006249672,0.000054085478,0.023696065],"genre_scores_gemma":[0.9967975,0.0004273079,0.00033440295,0.0012148197,0.00005976459,0.00003044853,0.0000128685215,0.000012429282,0.0011105553],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9776553,0.017208783,0.0005283108,0.00044313283,0.0017235554,0.0024409138],"domain_scores_gemma":[0.9645501,0.024691192,0.0033568847,0.0006682048,0.0029902598,0.0037433112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015833067,0.00035307775,0.0005040416,0.0016620156,0.011506722,0.00909538,0.0010042738,0.0026477757,0.0032798483],"category_scores_gemma":[0.025457459,0.00040355232,0.00037987274,0.0014697487,0.008101658,0.006422069,0.0065745967,0.0045604063,0.00038396727],"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":[0.000051245457,0.00003551914,0.007011318,0.00015078031,0.00001002457,0.0018335026,0.9702856,0.0002460211,0.00067087554,0.0065931915,0.0027440146,0.01036784],"study_design_scores_gemma":[0.000007880935,0.000051975163,0.0023867679,0.00012132312,0.000005468709,0.0005911703,0.97612596,0.00020187697,0.00033425598,0.0020121483,0.018130464,0.00003076089],"about_ca_topic_score_codex":0.00344522,"about_ca_topic_score_gemma":0.0044114385,"teacher_disagreement_score":0.015833067,"about_ca_system_score_codex":0.0038573237,"about_ca_system_score_gemma":0.005123017,"threshold_uncertainty_score":0.083734274},"labels":[],"label_agreement":null},{"id":"W7113650188","doi":"","title":"Less speed more haste: the effect of crisis response speed and information strategy on the consumer-brand relationship","year":2023,"lang":"en","type":"article","venue":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Brock University","funders":"","keywords":"Crisis response; Counterintuitive; Consistency (knowledge bases); Crisis management; Negative information; Service (business); Crisis communication; Response time","score_opus":0.0755235781061216,"score_gpt":0.31875795217497366,"score_spread":0.24323437406885207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113650188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964952,0.000065175285,0.0001470818,0.00020151073,0.000008090879,0.0000117558275,0.000035665355,0.000005428428,0.0030301795],"genre_scores_gemma":[0.9990345,0.000038182916,0.0001636287,0.00008222583,0.00001412143,0.000012476387,0.00005947476,0.000009091345,0.0005862686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99741155,0.0013714989,0.00017753398,0.00033432318,0.000410079,0.00029509206],"domain_scores_gemma":[0.89097905,0.077293925,0.0208298,0.0037817124,0.0025572076,0.004558283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004619948,0.0003328755,0.0002921531,0.00082356465,0.00052256614,0.002982775,0.00040796748,0.0010418822,0.010210625],"category_scores_gemma":[0.044184763,0.00020802506,0.00052829075,0.0007235632,0.00076749455,0.0017245125,0.00107475,0.0016970073,0.0007380068],"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":[0.0020514573,0.002168498,0.96676284,0.000082542676,0.00034581998,0.00013195604,0.00259823,0.0012566675,0.0022558416,0.0016282165,0.00053475134,0.020183215],"study_design_scores_gemma":[0.000037476544,0.000581843,0.9945903,0.000017300072,0.000093294984,0.00003712792,0.0019039095,0.0010725871,0.00053894497,0.0005922696,0.00051696744,0.000018003182],"about_ca_topic_score_codex":0.0027370565,"about_ca_topic_score_gemma":0.0032180042,"teacher_disagreement_score":0.010210625,"about_ca_system_score_codex":0.00085214555,"about_ca_system_score_gemma":0.0006120335,"threshold_uncertainty_score":0.03415799},"labels":[],"label_agreement":null},{"id":"W7114788454","doi":"10.5281/zenodo.17884973","title":"Crisis Management","year":2009,"lang":"en","type":"book","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Thompson Rivers University","funders":"","keywords":"Crisis management; Interdependence; Crisis communication; Resilience (materials science); Emergency management; Preparedness; Sustainability; Work (physics); Geospatial analysis","score_opus":0.04141237762177479,"score_gpt":0.28774035018398775,"score_spread":0.24632797256221295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7114788454","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00095693313,0.03968703,0.010263664,0.019837225,0.010798568,0.00013366652,0.0006587627,0.00061300077,0.9170511],"genre_scores_gemma":[0.016798122,0.024619125,0.0069710524,0.00723841,0.0025581436,0.00017208133,0.0008750954,0.00024949704,0.94051844],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993594,0.00014712608,0.000046683745,0.00010732925,0.00027829772,0.00006111886],"domain_scores_gemma":[0.99954695,0.00010909003,0.000033464406,0.00006360453,0.00017392535,0.00007292567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068927155,0.0007951467,0.00039188447,0.0009847033,0.0016139738,0.00499271,0.0010974763,0.002098828,0.094202474],"category_scores_gemma":[0.0017891574,0.00024233357,0.0003629039,0.0011966702,0.0011586727,0.0037640939,0.0025126152,0.0022850565,0.03620685],"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":[0.000014506071,0.000020392481,0.00011359357,0.00026730425,0.000007236229,0.0000893777,0.00084964227,0.00026039945,0.00027613653,0.1223185,0.6617129,0.2140701],"study_design_scores_gemma":[0.0000015626217,0.000004169778,0.00008144132,0.00011794692,0.000001009095,0.00009227491,0.00016814473,0.00006571726,0.00004763914,0.0075616376,0.9918555,0.0000028999932],"about_ca_topic_score_codex":0.0015692023,"about_ca_topic_score_gemma":0.0032789148,"teacher_disagreement_score":0.094202474,"about_ca_system_score_codex":0.0020013694,"about_ca_system_score_gemma":0.0018713403,"threshold_uncertainty_score":0.3151387},"labels":[],"label_agreement":null},{"id":"W7114798392","doi":"10.5281/zenodo.17884972","title":"Crisis Management","year":2009,"lang":"en","type":"book","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Thompson Rivers University","funders":"","keywords":"Crisis management; Interdependence; Crisis communication; Resilience (materials science); Emergency management; Preparedness; Sustainability; Work (physics); Geospatial analysis","score_opus":0.04141237762177479,"score_gpt":0.28774035018398775,"score_spread":0.24632797256221295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7114798392","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00095693313,0.03968703,0.010263664,0.019837225,0.010798568,0.00013366652,0.0006587627,0.00061300077,0.9170511],"genre_scores_gemma":[0.016798122,0.024619125,0.0069710524,0.00723841,0.0025581436,0.00017208133,0.0008750954,0.00024949704,0.94051844],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993594,0.00014712608,0.000046683745,0.00010732925,0.00027829772,0.00006111886],"domain_scores_gemma":[0.99954695,0.00010909003,0.000033464406,0.00006360453,0.00017392535,0.00007292567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068927155,0.0007951467,0.00039188447,0.0009847033,0.0016139738,0.00499271,0.0010974763,0.002098828,0.094202474],"category_scores_gemma":[0.0017891574,0.00024233357,0.0003629039,0.0011966702,0.0011586727,0.0037640939,0.0025126152,0.0022850565,0.03620685],"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":[0.000014506071,0.000020392481,0.00011359357,0.00026730425,0.000007236229,0.0000893777,0.00084964227,0.00026039945,0.00027613653,0.1223185,0.6617129,0.2140701],"study_design_scores_gemma":[0.0000015626217,0.000004169778,0.00008144132,0.00011794692,0.000001009095,0.00009227491,0.00016814473,0.00006571726,0.00004763914,0.0075616376,0.9918555,0.0000028999932],"about_ca_topic_score_codex":0.0015692023,"about_ca_topic_score_gemma":0.0032789148,"teacher_disagreement_score":0.094202474,"about_ca_system_score_codex":0.0020013694,"about_ca_system_score_gemma":0.0018713403,"threshold_uncertainty_score":0.3151387},"labels":[],"label_agreement":null},{"id":"W7115807404","doi":"","title":"External social media and internal communication: Insights from practitioners on an understudied dynamic","year":2023,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Qualitative research; Internal communications; Work (physics); Qualitative analysis","score_opus":0.02933019314929171,"score_gpt":0.28737554269035853,"score_spread":0.25804534954106684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8919261,0.0037445074,0.0072226785,0.029238371,0.0002292938,0.0001880193,0.00008811304,0.000051077684,0.06731182],"genre_scores_gemma":[0.98823357,0.0023401994,0.0011044103,0.002280024,0.00004630065,0.00009748124,0.000020436451,0.000051683495,0.0058259196],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9826147,0.01204821,0.00037781833,0.0008199211,0.0018020356,0.0023374513],"domain_scores_gemma":[0.9636646,0.028803254,0.001589368,0.00093051925,0.0025187377,0.0024935447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0212986,0.00064691075,0.000805383,0.0025447493,0.015086098,0.011810377,0.0017562815,0.0028469055,0.003352921],"category_scores_gemma":[0.023082865,0.00069168385,0.0002998621,0.0038011598,0.023817128,0.009895055,0.01101394,0.0042645657,0.0004181008],"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":[0.000008730976,0.00001073478,0.0014708976,0.00008578022,0.0000018136029,0.0003097345,0.9897237,0.000017599252,0.00021596304,0.0035420975,0.00050549046,0.0041074767],"study_design_scores_gemma":[0.0000017720103,0.000008665736,0.00041601245,0.00012433442,0.0000022642234,0.00007893369,0.98932564,0.000033208864,0.00006425188,0.0005150403,0.00942614,0.000003660024],"about_ca_topic_score_codex":0.06156053,"about_ca_topic_score_gemma":0.097507305,"teacher_disagreement_score":0.06156053,"about_ca_system_score_codex":0.017475309,"about_ca_system_score_gemma":0.025612107,"threshold_uncertainty_score":0.12679285},"labels":[],"label_agreement":null},{"id":"W7115808103","doi":"","title":"It's not just a game: Investigating to what extent excellence in public relations is practiced to promote community engagement in Canadian esports","year":2021,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Excellence; Best practice; Parallels; Interview; Stakeholder; Stakeholder engagement","score_opus":0.07791409390148332,"score_gpt":0.3062884403909769,"score_spread":0.2283743464894936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115808103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93333805,0.00056246965,0.0004203661,0.0035773467,0.000028140972,0.00006520522,0.00010105483,0.000009466909,0.06189796],"genre_scores_gemma":[0.9959708,0.0004035651,0.00024907824,0.00021617256,0.000003529369,0.000016692009,0.000032942,0.0000043238856,0.003102877],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9961739,0.0007352224,0.00008171093,0.0003113751,0.0014427378,0.0012550763],"domain_scores_gemma":[0.9937926,0.001362794,0.0007418121,0.00022284967,0.002881073,0.0009989411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046219965,0.00024323005,0.0002741257,0.0028686968,0.012602418,0.007180644,0.0011678715,0.00076002465,0.0036452215],"category_scores_gemma":[0.010994909,0.0001791914,0.00022797743,0.0043417905,0.006759755,0.0027696919,0.0038524473,0.0013617014,0.0001752237],"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":[0.00012684197,0.00021254618,0.17451245,0.00035967512,0.00004556367,0.00048210844,0.67060745,0.00036330422,0.00092530967,0.033989523,0.00911233,0.10926299],"study_design_scores_gemma":[0.0000042999372,0.00004830349,0.16512407,0.00025180992,0.000027163564,0.00004405866,0.81363547,0.00026279828,0.00027943827,0.0010597686,0.019231556,0.00003129466],"about_ca_topic_score_codex":0.96066076,"about_ca_topic_score_gemma":0.9842053,"teacher_disagreement_score":0.06393489,"about_ca_system_score_codex":0.06393489,"about_ca_system_score_gemma":0.08728248,"threshold_uncertainty_score":0.46388227},"labels":[],"label_agreement":null},{"id":"W7115809162","doi":"","title":"A study of Canadian best practices in employee engagement communication: Practitioner, academic and consultant views together with a guide for organizations","year":2012,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Employee engagement; Best practice; Internal communications; Conversation; Employee research; Work (physics); Productivity; Employee morale","score_opus":0.08524005512539816,"score_gpt":0.34284313299700925,"score_spread":0.2576030778716111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115809162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62999165,0.017524617,0.0013356286,0.22834785,0.00077083317,0.0003820002,0.00042139576,0.00010863829,0.12111731],"genre_scores_gemma":[0.96838456,0.008149658,0.0017055558,0.009671112,0.000041716397,0.0001289623,0.00011123777,0.000045106866,0.011762108],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9774415,0.007948391,0.00079885725,0.0009040574,0.008301609,0.004605661],"domain_scores_gemma":[0.93610895,0.020048806,0.0032302467,0.0009198001,0.028438462,0.0112537425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022170993,0.00045970123,0.0004981865,0.0039943494,0.043197397,0.009286785,0.0025272702,0.0025076151,0.002538689],"category_scores_gemma":[0.039067246,0.0005915643,0.0003158564,0.011740744,0.010286849,0.004060741,0.0051649106,0.005194092,0.00023745996],"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":[0.000053708914,0.00014018045,0.02174587,0.0005097899,0.000013408994,0.00074391504,0.85085243,0.00012793372,0.00058435823,0.010509059,0.047767173,0.06695204],"study_design_scores_gemma":[0.0000065869663,0.00003490332,0.022244716,0.0003093872,0.000008772187,0.00009209614,0.92796975,0.00007259453,0.00011523849,0.00031120208,0.048792046,0.000042666918],"about_ca_topic_score_codex":0.98164326,"about_ca_topic_score_gemma":0.9894707,"teacher_disagreement_score":0.16396488,"about_ca_system_score_codex":0.16396488,"about_ca_system_score_gemma":0.33706734,"threshold_uncertainty_score":0.9696822},"labels":[],"label_agreement":null},{"id":"W7115812993","doi":"","title":"The Role of Strategic Communications in Organizational Strategy Development and Implementation","year":2023,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Leverage (statistics); Strategic planning; Strategic communication; Stakeholder; Strategic thinking; Strategic management; Work (physics); Function (biology); Organizational communication; Strategic alignment","score_opus":0.03706657548905471,"score_gpt":0.29857046864152964,"score_spread":0.2615038931524749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115812993","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3372515,0.010099974,0.05431455,0.07465758,0.0005982213,0.00024791458,0.00006925932,0.00020438358,0.5225566],"genre_scores_gemma":[0.98714685,0.0021686163,0.005902406,0.0008142924,0.00009776942,0.00007524003,0.000017634273,0.000029093775,0.0037480479],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98166245,0.014339018,0.00035075008,0.00041340757,0.0014265997,0.0018078301],"domain_scores_gemma":[0.9723041,0.018816123,0.003083695,0.0008640612,0.002641639,0.002290352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015766911,0.0004317391,0.00023136743,0.0024998125,0.0049872836,0.0127867265,0.0007188746,0.0018389061,0.0033819957],"category_scores_gemma":[0.02497258,0.00041369925,0.00032003244,0.002661172,0.008962745,0.008512503,0.0039449176,0.0028321445,0.0007639927],"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":[0.00009623788,0.00023784763,0.01941291,0.0005988654,0.00007064401,0.0006747607,0.093834005,0.0030078003,0.0020574813,0.5996579,0.007998785,0.27235284],"study_design_scores_gemma":[0.000084611485,0.00063630595,0.03961937,0.002959373,0.000102362224,0.00066574244,0.22257145,0.0063430425,0.0036029804,0.46466723,0.2585693,0.00017811169],"about_ca_topic_score_codex":0.00404337,"about_ca_topic_score_gemma":0.003448127,"teacher_disagreement_score":0.015766911,"about_ca_system_score_codex":0.0046797832,"about_ca_system_score_gemma":0.015702035,"threshold_uncertainty_score":0.083384335},"labels":[],"label_agreement":null},{"id":"W7115813093","doi":"","title":"Public relations, marketing and fundraising in Canadian nonprofits: Who is better at relationship?","year":2016,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Control (management); Quality (philosophy); Function (biology); Sustainability; Nonprofit organization; Key (lock); Survey data collection","score_opus":0.028825448904117285,"score_gpt":0.24902621367581138,"score_spread":0.2202007647716941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9202012,0.0048388056,0.00021123314,0.025138197,0.00008072625,0.00007349255,0.0002018571,0.00002467933,0.049229857],"genre_scores_gemma":[0.9914287,0.002222933,0.00021137466,0.00075514877,0.000012409537,0.000012037191,0.00007345403,0.000009320605,0.0052745338],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963012,0.00049954205,0.00006660191,0.00021518645,0.0012390089,0.0016784072],"domain_scores_gemma":[0.991251,0.001001805,0.0009907834,0.00015590311,0.0023915472,0.004208897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002295484,0.0003044362,0.00039214233,0.0029869345,0.021366684,0.00863354,0.0015615269,0.0009591577,0.0050834725],"category_scores_gemma":[0.007431013,0.0002807051,0.00030140497,0.0063281506,0.0069690407,0.0026046962,0.003462533,0.0020816806,0.00023281842],"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":[0.00019608336,0.000337485,0.38452256,0.00046037688,0.0000428235,0.0013002629,0.32944342,0.00029326938,0.0011226854,0.033282038,0.023072582,0.22592646],"study_design_scores_gemma":[0.000007750916,0.000053580152,0.45284232,0.00025460013,0.00001972689,0.00018127574,0.48666474,0.00024830608,0.00024553356,0.001353009,0.05807122,0.000057996036],"about_ca_topic_score_codex":0.9945458,"about_ca_topic_score_gemma":0.9971118,"teacher_disagreement_score":0.1497852,"about_ca_system_score_codex":0.1497852,"about_ca_system_score_gemma":0.18029296,"threshold_uncertainty_score":0.9861286},"labels":[],"label_agreement":null},{"id":"W7115813384","doi":"","title":"Demonstrating value: How and to what extent public relations practitioners can better measure the impact of their work.","year":2023,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Work (physics); Measure (data warehouse); Set (abstract data type); Data collection","score_opus":0.03369693144497759,"score_gpt":0.27198568354429575,"score_spread":0.23828875209931816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813384","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21422207,0.010538315,0.039172787,0.3887859,0.001623818,0.00071237615,0.00022884319,0.00055443443,0.34416136],"genre_scores_gemma":[0.9626606,0.003886917,0.01769063,0.0103165675,0.00028107868,0.00034730218,0.000056424822,0.0001014049,0.004659077],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.8937475,0.073909394,0.0020693324,0.0020983343,0.023943411,0.004231968],"domain_scores_gemma":[0.81770766,0.10222947,0.014899552,0.011551821,0.04056295,0.0130484365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08487619,0.0006110167,0.00069773843,0.0038119687,0.0060646283,0.01948301,0.0018659551,0.003497597,0.0048164767],"category_scores_gemma":[0.1635917,0.00052481814,0.00045092875,0.0032945732,0.014167069,0.02357022,0.011293595,0.0044170674,0.0014121238],"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":[0.00008471703,0.0005002566,0.071923874,0.0018691752,0.00013939319,0.0003188842,0.16928738,0.0003854617,0.0023151627,0.10469781,0.04343651,0.6050414],"study_design_scores_gemma":[0.00007104312,0.00081660296,0.058947846,0.008693882,0.0001741469,0.00062117353,0.5160101,0.001195325,0.0042597777,0.15628994,0.252729,0.00019124709],"about_ca_topic_score_codex":0.007096368,"about_ca_topic_score_gemma":0.009739585,"teacher_disagreement_score":0.08487619,"about_ca_system_score_codex":0.009951629,"about_ca_system_score_gemma":0.024966577,"threshold_uncertainty_score":0.44887352},"labels":[],"label_agreement":null},{"id":"W7115813756","doi":"","title":"PRoud and fabulous: The career experiences of gay male public relations practitioners in Canada","year":2016,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Focus group; Gender relations; Lived experience; Focus (optics); Intersectionality","score_opus":0.022161923727826084,"score_gpt":0.23987103026018977,"score_spread":0.2177091065323637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98317486,0.001433507,0.00015758761,0.0073502827,0.00013386167,0.000043379267,0.00007149617,0.000011871814,0.007623103],"genre_scores_gemma":[0.9904688,0.0017123991,0.00016519472,0.0018380999,0.00002596622,0.000026711134,0.000039571558,0.000016853235,0.005706525],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9940361,0.001954245,0.000104033876,0.00027856714,0.0011129336,0.0025140825],"domain_scores_gemma":[0.98866487,0.0019667824,0.00088713685,0.00015437783,0.0019614084,0.006365445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003983318,0.00048572058,0.0008079488,0.0016744033,0.044712834,0.0076848217,0.002121627,0.0024753192,0.0036051082],"category_scores_gemma":[0.008693943,0.000660085,0.00031269153,0.002838385,0.011921103,0.0025848732,0.0069864327,0.0059370548,0.00035714818],"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":[0.000032865737,0.000040253082,0.0077504735,0.000043501346,0.00000354708,0.000939535,0.98419535,0.000022811744,0.00033536417,0.0008017315,0.0019612436,0.0038733357],"study_design_scores_gemma":[9.989179e-7,0.000011730915,0.0023587306,0.000044333316,0.0000013252811,0.00009703698,0.9918339,0.000013006366,0.000024273824,0.000029439503,0.0055774744,0.000007680756],"about_ca_topic_score_codex":0.9125961,"about_ca_topic_score_gemma":0.9740108,"teacher_disagreement_score":0.08740389,"about_ca_system_score_codex":0.044779953,"about_ca_system_score_gemma":0.10755537,"threshold_uncertainty_score":0.32490283},"labels":[],"label_agreement":null},{"id":"W7115813841","doi":"","title":"Reputation and representation: Study of Ontario public relations and its Black female practitioners","year":2018,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reputation; Diversity (politics); White (mutation); Black women; Public opinion; Black female; Black male","score_opus":0.05221759484000206,"score_gpt":0.2947017440110176,"score_spread":0.24248414917101557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99204856,0.00023894745,0.000060331662,0.001997272,0.0000143559055,0.000047288162,0.000038131202,0.0000032739736,0.0055518365],"genre_scores_gemma":[0.98942715,0.00064091483,0.00014847309,0.00071407296,0.000019385318,0.000048904287,0.000033465418,0.000010699271,0.008956934],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99642867,0.0010793542,0.000079095065,0.00024249089,0.00095894246,0.0012114819],"domain_scores_gemma":[0.990406,0.0018700957,0.001876903,0.00026624283,0.0015857497,0.0039950083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038141948,0.0003061768,0.00048292935,0.0022781543,0.024518484,0.00474048,0.001307368,0.001348454,0.003965439],"category_scores_gemma":[0.009163035,0.00057349826,0.00017085453,0.0035290197,0.0060517397,0.0017315858,0.0037730075,0.0020258508,0.00052527356],"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":[0.000036263787,0.00013781409,0.055159282,0.000049391707,0.0000035906523,0.0006854394,0.93219817,0.000013895426,0.00047232644,0.0010221777,0.001515731,0.008705854],"study_design_scores_gemma":[0.0000057963475,0.00007847557,0.074203,0.00007231888,0.000003676871,0.00017351788,0.90951097,0.00004224712,0.000057152552,0.000075848104,0.015764683,0.000012273326],"about_ca_topic_score_codex":0.8636964,"about_ca_topic_score_gemma":0.94952714,"teacher_disagreement_score":0.1363036,"about_ca_system_score_codex":0.037817094,"about_ca_system_score_gemma":0.05474806,"threshold_uncertainty_score":0.2743835},"labels":[],"label_agreement":null},{"id":"W7115816482","doi":"","title":"Building relationships: Servicescapes and parents of children in publicly funded K-12 schools","year":2019,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Servicescape; Dimension (graph theory); Quality (philosophy); Variety (cybernetics); Conceptual framework","score_opus":0.023905264644868033,"score_gpt":0.26169784531098633,"score_spread":0.2377925806661183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115816482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989091,0.00014150319,0.0000104700175,0.00031052943,0.000004863947,0.0000047631233,0.000033125816,0.0000013069929,0.00058437994],"genre_scores_gemma":[0.9991855,0.00020270054,0.000028451233,0.0000750775,0.000002361464,0.0000086044965,0.000028178478,0.0000012291231,0.0004679016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878937,0.00033595142,0.000066803404,0.00012969125,0.00027749303,0.00040072337],"domain_scores_gemma":[0.99601585,0.00051647,0.0017262478,0.000112488015,0.00043717094,0.0011916985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016794973,0.00019882224,0.0004894093,0.00075467204,0.0045713875,0.002806565,0.0007010244,0.00081673224,0.0029898835],"category_scores_gemma":[0.0049392995,0.0005720524,0.00041245294,0.0009959296,0.0020814429,0.001684208,0.002613755,0.002216319,0.00023152301],"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":[0.000054123364,0.00020676182,0.8233867,0.000038375405,0.000022491446,0.00052615366,0.16719837,0.000028173274,0.00019861497,0.00027796678,0.0007578664,0.0073043765],"study_design_scores_gemma":[0.000004667917,0.00010812409,0.6395185,0.00007877598,0.000019462104,0.00025212666,0.35764438,0.000043118936,0.00008830397,0.00008715367,0.0021408573,0.0000145085405],"about_ca_topic_score_codex":0.16007112,"about_ca_topic_score_gemma":0.2504095,"teacher_disagreement_score":0.16007112,"about_ca_system_score_codex":0.0049616233,"about_ca_system_score_gemma":0.004090493,"threshold_uncertainty_score":0.31827885},"labels":[],"label_agreement":null},{"id":"W7115819066","doi":"","title":"Digitizing Government Relations: Increasing Community Amongst Advocates with Electronic Advocacy Tools to Enhance Lobbying","year":2017,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":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; Government (linguistics); Social connectedness; Voting; Action (physics); Political efficacy; Feeling; Civic engagement","score_opus":0.017376667787283754,"score_gpt":0.27311437352635615,"score_spread":0.2557377057390724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115819066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90177786,0.0007195803,0.007850023,0.0037761244,0.00014608263,0.0006220742,0.00007762208,0.000650099,0.08438049],"genre_scores_gemma":[0.96293706,0.0008747766,0.020753143,0.00055631925,0.00017758289,0.0006098134,0.00016963009,0.00008584719,0.013835884],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9981456,0.0011044991,0.00006472369,0.00011799809,0.00042147186,0.00014580507],"domain_scores_gemma":[0.993049,0.003877884,0.00088815985,0.0006852736,0.00041852062,0.0010811179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029800138,0.0002918427,0.00022023814,0.001829199,0.0022352939,0.0032840518,0.0007189966,0.0007209669,0.015316362],"category_scores_gemma":[0.009967032,0.00021324246,0.00029087212,0.0010805374,0.00078783376,0.0031143867,0.004727965,0.0007641733,0.00165691],"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":[0.00027644538,0.0035058346,0.08558307,0.0007281612,0.000039106624,0.00080337643,0.061780784,0.0001539752,0.014646138,0.0051052324,0.011762606,0.8156152],"study_design_scores_gemma":[0.0005449799,0.005480076,0.265525,0.0015367356,0.0003741645,0.0029424184,0.1290616,0.0028422186,0.01352744,0.009982331,0.5680438,0.00013927287],"about_ca_topic_score_codex":0.0006470858,"about_ca_topic_score_gemma":0.0026588205,"teacher_disagreement_score":0.015316362,"about_ca_system_score_codex":0.00040318724,"about_ca_system_score_gemma":0.0012432424,"threshold_uncertainty_score":0.051238358},"labels":[],"label_agreement":null},{"id":"W7115820372","doi":"","title":"Full-stack public relations: Future-proofing communication management within the experience management operating system","year":2022,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CLARITY; Stakeholder; Stakeholder management; Customer relationship management; Digital transformation; Identity management; Organizational communication; Meaning (existential); Reputation","score_opus":0.019743128432899285,"score_gpt":0.2585814770045633,"score_spread":0.23883834857166403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820372","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5031842,0.0014087547,0.092246205,0.076804824,0.00070338586,0.00017625863,0.00004769975,0.00086376345,0.32456496],"genre_scores_gemma":[0.9672036,0.00037262336,0.0105387345,0.0016488773,0.0001330459,0.000039561146,0.000027623742,0.0001323678,0.019903522],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9909117,0.005919887,0.00023965623,0.0005222088,0.0011988984,0.0012076091],"domain_scores_gemma":[0.9813348,0.009531689,0.0012480399,0.0023681514,0.0020953713,0.0034219737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010659061,0.00031842547,0.00015904864,0.0011693365,0.006510626,0.014952437,0.0011417228,0.0020878997,0.00604862],"category_scores_gemma":[0.016493503,0.00034322587,0.00033342114,0.00062662136,0.014068025,0.017732719,0.00971848,0.0030755466,0.00095820957],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000159002,0.00025988577,0.010472623,0.00019049639,0.0000227128,0.0011672191,0.36294818,0.0006327275,0.003670962,0.3870076,0.013086004,0.2203825],"study_design_scores_gemma":[0.000044686807,0.0005845364,0.010364788,0.0005750228,0.00004606607,0.0012864008,0.3074026,0.005197547,0.005131429,0.14459743,0.5246357,0.00013365249],"about_ca_topic_score_codex":0.0048069935,"about_ca_topic_score_gemma":0.008025801,"teacher_disagreement_score":0.014952437,"about_ca_system_score_codex":0.004413743,"about_ca_system_score_gemma":0.00812296,"threshold_uncertainty_score":0.056371152},"labels":[],"label_agreement":null},{"id":"W7115820934","doi":"","title":"Managing maternity leave: The impact of maternity leave on relationship building and strategic management for female public relations practitioners in Canada","year":2018,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Maternity leave; Industrial relations; Maternity care; Public sector; Labor relations; Parental leave; Gender relations","score_opus":0.044476146422072954,"score_gpt":0.2971274314300575,"score_spread":0.2526512850079845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768322,0.00052592537,0.00014543418,0.007745502,0.00004329353,0.000039310562,0.000040562896,0.000008900762,0.014618955],"genre_scores_gemma":[0.99178445,0.00064421736,0.00018179807,0.0007000129,0.0000079464235,0.000011627073,0.000022497192,0.0000060626753,0.0066414084],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9969739,0.00061523897,0.000041612555,0.00015821896,0.0005610783,0.0016500164],"domain_scores_gemma":[0.99407506,0.00067394425,0.0005023514,0.00006147167,0.0009824199,0.0037047337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002008724,0.00020810323,0.00028374887,0.00053399254,0.01881828,0.0038727378,0.0013673017,0.0009766974,0.004324614],"category_scores_gemma":[0.004834833,0.00028840566,0.00015021635,0.00082762993,0.004249911,0.0012034023,0.0034219185,0.0028254986,0.00023493548],"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":[0.00013820901,0.00024846822,0.08352511,0.00015348232,0.000014949594,0.0013532005,0.8515624,0.00020493948,0.001766543,0.004122928,0.009279941,0.0476298],"study_design_scores_gemma":[0.0000063943426,0.0000533625,0.038278524,0.00010800585,0.000005149154,0.00010749934,0.9436364,0.00012457045,0.00011598193,0.00016017433,0.017389806,0.000014064718],"about_ca_topic_score_codex":0.9386383,"about_ca_topic_score_gemma":0.98702,"teacher_disagreement_score":0.06136167,"about_ca_system_score_codex":0.058340643,"about_ca_system_score_gemma":0.12581055,"threshold_uncertainty_score":0.42329293},"labels":[],"label_agreement":null},{"id":"W7115821309","doi":"","title":"How and to what extent do dominant coalition members' values and perceptions impact public relations participation in organizational strategic management","year":2023,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Openness to experience; Autonomy; Perception; Government (linguistics); Sample (material); Affect (linguistics); Population; Survey data collection","score_opus":0.027975006405541236,"score_gpt":0.2964870353300004,"score_spread":0.2685120289244592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833913,0.00009140139,0.0002253711,0.0010114192,0.000007511353,0.000011854649,0.000014034954,0.000002386162,0.015244801],"genre_scores_gemma":[0.99930286,0.000060413233,0.00006295711,0.000050721268,0.0000017907413,0.000002669067,0.000009162769,0.0000015829753,0.0005077831],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99229914,0.003340328,0.00014187074,0.00032187608,0.0017395694,0.002157293],"domain_scores_gemma":[0.98469603,0.005532975,0.0030266577,0.00052039116,0.0021474308,0.0040765065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070266216,0.00022610754,0.0002314142,0.0014132917,0.0039266637,0.0067355246,0.00067557115,0.00060312706,0.00246751],"category_scores_gemma":[0.01789928,0.00021979741,0.00022935751,0.0013460405,0.005109277,0.002605685,0.0033774117,0.0014292125,0.000261913],"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":[0.00019754883,0.00038887726,0.56446284,0.000105271436,0.00010377148,0.00033321316,0.36990497,0.0003690617,0.0011905148,0.015131821,0.0018144565,0.04599769],"study_design_scores_gemma":[0.00001507891,0.00007897417,0.39828095,0.00012558205,0.000026345175,0.0001087997,0.5869221,0.0006424924,0.00038090278,0.0047063795,0.008676036,0.000036371428],"about_ca_topic_score_codex":0.19511974,"about_ca_topic_score_gemma":0.30083114,"teacher_disagreement_score":0.19511974,"about_ca_system_score_codex":0.008356367,"about_ca_system_score_gemma":0.013612638,"threshold_uncertainty_score":0.387968},"labels":[],"label_agreement":null},{"id":"W7115822990","doi":"","title":"To speak or not to speak: How public relations can influence authentic corporate social advocacy and support organizational reputation","year":2024,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reputation; Normative; Autonomy; Stakeholder; Business ethics; Corporate social responsibility; Politics; Social responsibility","score_opus":0.02882180139382596,"score_gpt":0.2693838719402297,"score_spread":0.24056207054640377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115822990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58821625,0.00086835923,0.0075245397,0.069732994,0.0006421203,0.00012357657,0.00003959663,0.00017366151,0.33267894],"genre_scores_gemma":[0.9948323,0.00012374957,0.00045018716,0.0011223098,0.00005515529,0.00002067377,0.0000058789346,0.00003416013,0.0033555706],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.974945,0.019638138,0.00032191668,0.0009496761,0.0019004585,0.002244821],"domain_scores_gemma":[0.95107555,0.029170644,0.007488985,0.0019175761,0.0033034193,0.007043817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015902301,0.0003356964,0.00029632048,0.0019438918,0.013082933,0.020007074,0.0011365922,0.0031892282,0.010981917],"category_scores_gemma":[0.05026121,0.00039791368,0.00050485996,0.0012003816,0.014967396,0.010304949,0.010260435,0.00495122,0.001346263],"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":[0.0001542913,0.0009451839,0.041606203,0.00023044695,0.00007844542,0.0015994282,0.6568002,0.000516771,0.0015969819,0.2081903,0.016022744,0.07225896],"study_design_scores_gemma":[0.00011768565,0.0002987419,0.0354167,0.0006755532,0.0001246377,0.00062416756,0.6530746,0.002771661,0.0014294329,0.12169585,0.1836229,0.00014810174],"about_ca_topic_score_codex":0.0061692344,"about_ca_topic_score_gemma":0.008298349,"teacher_disagreement_score":0.020007074,"about_ca_system_score_codex":0.007214134,"about_ca_system_score_gemma":0.010006186,"threshold_uncertainty_score":0.084100366},"labels":[],"label_agreement":null},{"id":"W7115823170","doi":"","title":"Women in leadership roles in Canadian public relations/communications management: \"You've (almost) come a long way, baby\"","year":2024,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstacle; Diversity (politics); Equity (law); Gender equity; Public sector; Representation (politics); Inequality; Phenomenon","score_opus":0.04286707073840966,"score_gpt":0.2604775136577455,"score_spread":0.21761044291933584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115823170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73044324,0.007030665,0.0004276829,0.09739483,0.0009438498,0.00012461972,0.00018797952,0.00005572026,0.16339149],"genre_scores_gemma":[0.9613657,0.0026226186,0.00019627404,0.006149055,0.000088993125,0.000025039237,0.000036251447,0.000024449828,0.02949152],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99338454,0.0015602404,0.00008007884,0.00026601108,0.0015413794,0.0031677869],"domain_scores_gemma":[0.9953805,0.00065643305,0.00044337957,0.00006575349,0.0008293717,0.0026244908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034559513,0.00039345832,0.0003543188,0.0013047273,0.043902155,0.009493727,0.0014302043,0.0019094024,0.007670352],"category_scores_gemma":[0.006899599,0.0003998421,0.00021823581,0.002312149,0.012552678,0.0027368744,0.004421547,0.00441239,0.0005261891],"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":[0.000039432016,0.000081451486,0.018680224,0.00012682886,0.000006951924,0.0008068036,0.89984393,0.000042031683,0.00051555224,0.018253703,0.025776396,0.035826575],"study_design_scores_gemma":[0.0000040318246,0.000022894359,0.017860796,0.00016252199,0.0000063288962,0.0001661663,0.8827292,0.000032483324,0.000104143495,0.00046735295,0.09841801,0.000026127584],"about_ca_topic_score_codex":0.9563115,"about_ca_topic_score_gemma":0.9817036,"teacher_disagreement_score":0.067824334,"about_ca_system_score_codex":0.067824334,"about_ca_system_score_gemma":0.13013847,"threshold_uncertainty_score":0.49210227},"labels":[],"label_agreement":null},{"id":"W7115823178","doi":"","title":"Turning Belief into Action: The Role of Relationships, Trust and Leadership in Building Shared Belief and Motivating Organizational Support: A Case Study of an Anonymous Post-Secondary Institution in Ontario","year":2014,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Institution; Relevance (law); Storytelling; Organizational culture; Creating shared value; Test (biology); Organizational communication; Code (set theory)","score_opus":0.0497724692211542,"score_gpt":0.2560633042324202,"score_spread":0.206290835011266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115823178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882658,0.00010539081,0.00054634316,0.0018423367,0.0000140099855,0.000096618845,0.000028430688,0.0000081043145,0.009092885],"genre_scores_gemma":[0.99422306,0.00023566032,0.00053297594,0.00019302648,0.0000068540558,0.000041087245,0.000014372397,0.000010157479,0.004742898],"study_design_codex":"qualitative","study_design_gemma":"case_report","domain_scores_codex":[0.9947431,0.0024631056,0.00012582191,0.00026454905,0.00073986704,0.0016636353],"domain_scores_gemma":[0.9925538,0.0028814152,0.0008550429,0.00034477294,0.0010703928,0.0022947213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003586556,0.0005049408,0.00041747335,0.0011822466,0.028936272,0.004807409,0.0024185667,0.0022320452,0.0032069767],"category_scores_gemma":[0.00883636,0.0004930525,0.00039862137,0.0015807247,0.01022474,0.002255526,0.004535798,0.002518375,0.00027971613],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004075546,0.00021697342,0.02215962,0.0000628317,0.000009673423,0.0057964926,0.95674354,0.00019066676,0.00069078506,0.004023684,0.0010502943,0.009014649],"study_design_scores_gemma":[0.000008875018,0.0000908087,0.012163977,0.000058330566,0.000012192541,0.00040946522,0.9719173,0.00033875633,0.0002544477,0.00040181822,0.014324654,0.000019384046],"about_ca_topic_score_codex":0.83277786,"about_ca_topic_score_gemma":0.9363495,"teacher_disagreement_score":0.16722214,"about_ca_system_score_codex":0.058142092,"about_ca_system_score_gemma":0.041784365,"threshold_uncertainty_score":0.4218524},"labels":[],"label_agreement":null},{"id":"W7116635200","doi":"","title":"Managing Risks through Mundane Governance: Crisis Communication and the Making of Non-Incidents","year":2025,"lang":"en","type":"article","venue":"VU Research Portal","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athena Sustainable Materials Institute","funders":"","keywords":"Corporate governance; Crisis communication; Perspective (graphical); Risk governance; Risk management; Risk communication","score_opus":0.10108974563254032,"score_gpt":0.4884604407027656,"score_spread":0.3873706950702253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116635200","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35852438,0.010310721,0.12338305,0.10941753,0.0013393892,0.00034828938,0.00016252734,0.00044117638,0.39607286],"genre_scores_gemma":[0.9890753,0.0012341829,0.0052402746,0.00078543526,0.00016376397,0.000061167,0.000035002857,0.000072093775,0.0033327085],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9695276,0.025009373,0.0008261899,0.0010546691,0.002410212,0.0011720044],"domain_scores_gemma":[0.97323924,0.01675616,0.0044153337,0.0024094447,0.001851299,0.0013284325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016368633,0.00071040285,0.00040432476,0.0035652148,0.009472031,0.021493882,0.0015401989,0.0036730901,0.0041312324],"category_scores_gemma":[0.0364624,0.00052935386,0.0004483331,0.002662566,0.028428303,0.022351487,0.016137997,0.004898739,0.0005040541],"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":[0.000056977973,0.00006628998,0.0059170113,0.0003136372,0.000030966927,0.0009757893,0.576471,0.0011638543,0.0010542792,0.34725958,0.0051379283,0.06155277],"study_design_scores_gemma":[0.000016981232,0.00007785745,0.0068465015,0.0011196893,0.00002644539,0.0007764586,0.53136575,0.0025591159,0.0011353123,0.28842524,0.16753976,0.00011091987],"about_ca_topic_score_codex":0.0029780085,"about_ca_topic_score_gemma":0.002589544,"teacher_disagreement_score":0.021493882,"about_ca_system_score_codex":0.0038961526,"about_ca_system_score_gemma":0.004482457,"threshold_uncertainty_score":0.08656663},"labels":[],"label_agreement":null},{"id":"W7117358211","doi":"10.54097/c3q60580","title":"Emotions, Rumors, and Trust: A Study of Brand Crisis Responses Online","year":2025,"lang":"","type":"article","venue":"Highlights in Business Economics and Management","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Crisis communication; Crisis response; Social media; Appeal to emotion; Brand image; Crisis management","score_opus":0.018860634280244058,"score_gpt":0.28820877429423236,"score_spread":0.2693481400139883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117358211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99598545,0.00014516537,0.00022738356,0.00051402586,0.0000096437525,0.00002011296,0.000012461093,0.0000034892735,0.0030822938],"genre_scores_gemma":[0.99837804,0.00023165808,0.00017672949,0.00022484206,0.0000126155455,0.000024526877,0.000011522901,0.000005784814,0.0009342929],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99814963,0.0012221381,0.00006527154,0.00011238861,0.00024112995,0.00020949353],"domain_scores_gemma":[0.98851985,0.007814571,0.001950863,0.0003933723,0.0005567892,0.0007646111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037377384,0.00027273933,0.00043828075,0.0010196646,0.0037677754,0.004592937,0.00066727947,0.0014732477,0.0016988808],"category_scores_gemma":[0.015676564,0.00049595296,0.00022961176,0.00090658,0.002622178,0.004410036,0.0025267522,0.0026067062,0.00032760116],"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":[0.00016142179,0.0007391081,0.047135092,0.00012872674,0.000036796162,0.0011342142,0.93104124,0.00009011128,0.0012714298,0.0023893195,0.00078817405,0.015084398],"study_design_scores_gemma":[0.00002292833,0.00029587556,0.061595727,0.00010200078,0.000034927074,0.0006246434,0.92618936,0.00074514386,0.00044141873,0.0021789956,0.007726267,0.00004272536],"about_ca_topic_score_codex":0.004099051,"about_ca_topic_score_gemma":0.005804824,"teacher_disagreement_score":0.004592937,"about_ca_system_score_codex":0.001338119,"about_ca_system_score_gemma":0.0010452106,"threshold_uncertainty_score":0.019767284},"labels":[],"label_agreement":null},{"id":"W7117534944","doi":"10.1123/ijsc.2025-0186","title":"If Memes Could Dance: A Case Study of Rachael Gunn and the 2024 Olympics Breakdancing Scandal","year":2025,"lang":"","type":"article","venue":"International Journal of Sport Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Persuasion; Situational ethics; Reputation; Statement (logic); Crisis communication; Social media","score_opus":0.015049591254236565,"score_gpt":0.354815754874388,"score_spread":0.33976616362015144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117534944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9024197,0.001583671,0.0017553512,0.044087775,0.0011899772,0.0002740497,0.00011500938,0.00007284608,0.048501667],"genre_scores_gemma":[0.96314657,0.0015303533,0.002396814,0.007503364,0.00045344103,0.0002145248,0.00006290576,0.00013604891,0.024556035],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9895327,0.007044014,0.000254713,0.0006917679,0.0010792611,0.0013976628],"domain_scores_gemma":[0.98809797,0.0061474326,0.0012723615,0.00047715692,0.0010501333,0.0029549424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059982967,0.001482517,0.00093590515,0.0023851797,0.0451348,0.00654034,0.0036949713,0.010314149,0.007310425],"category_scores_gemma":[0.020193936,0.0009861713,0.00083425676,0.0016591912,0.0116398875,0.0056263395,0.0064347084,0.009438269,0.0010376222],"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":[0.000059575083,0.00020997423,0.0032349895,0.00023293443,0.000016699823,0.037625626,0.93559206,0.00014655113,0.0005500614,0.005575888,0.010358197,0.0063974163],"study_design_scores_gemma":[0.0000058630035,0.0000593814,0.0012833235,0.00022376222,0.00000851438,0.005223969,0.9572745,0.00018213788,0.00021098905,0.0005109915,0.034985237,0.000031234376],"about_ca_topic_score_codex":0.04729711,"about_ca_topic_score_gemma":0.14546213,"teacher_disagreement_score":0.04729711,"about_ca_system_score_codex":0.0091756685,"about_ca_system_score_gemma":0.0066449298,"threshold_uncertainty_score":0.09404361},"labels":[],"label_agreement":null},{"id":"W7117539696","doi":"10.56203/iyd.1801707","title":"ENDÜSTRI ILIŞKILERI IKLIMININ ÇALIŞAN PERFORMANSINA ETKISINDE YÖNETIME GÜVENIN ARACILIK ROLÜ: NEVŞEHIR ILI KAMU ÇALIŞANLARI ÖRNEĞI","year":2025,"lang":"","type":"article","venue":"İzmir Yönetim Dergisi","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Process (computing); Quarter (Canadian coin)","score_opus":0.012709843896765488,"score_gpt":0.328637932319461,"score_spread":0.3159280884226955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117539696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48551148,0.012839676,0.06107972,0.0113419965,0.0011572317,0.0008543249,0.0018251087,0.0019561176,0.42343438],"genre_scores_gemma":[0.8363367,0.007506072,0.036031544,0.0010688554,0.0002710255,0.000416002,0.0019927274,0.00048926694,0.11588793],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9972811,0.00054561166,0.00016026486,0.00035156636,0.0012282433,0.00043327652],"domain_scores_gemma":[0.9964489,0.0008590601,0.00042772508,0.00024793152,0.0015690362,0.00044729633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025083441,0.0008814104,0.00065525435,0.0012253141,0.0021122764,0.0057237055,0.0011766282,0.0013957934,0.029977713],"category_scores_gemma":[0.0051989923,0.00035829333,0.0008348321,0.0011960332,0.0012208959,0.0026490819,0.0027195455,0.0017743753,0.0076208566],"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":[0.001508085,0.0011965489,0.07431921,0.0049996427,0.00026001656,0.0016122301,0.02336893,0.006149657,0.028207863,0.040412813,0.04669792,0.7712671],"study_design_scores_gemma":[0.00010164082,0.0015493683,0.22159064,0.002885741,0.0003715805,0.0014394366,0.058333017,0.008960252,0.025519526,0.020153183,0.65871304,0.00038256787],"about_ca_topic_score_codex":0.012488905,"about_ca_topic_score_gemma":0.016046928,"teacher_disagreement_score":0.029977713,"about_ca_system_score_codex":0.0028575447,"about_ca_system_score_gemma":0.004932374,"threshold_uncertainty_score":0.10028541},"labels":[],"label_agreement":null},{"id":"W7126918859","doi":"","title":"Publicly mediated diplomacy through online subsidies and the promotion of peace","year":2025,"lang":"en","type":"article","venue":"Hope's Institutional Research Archive (Liverpool Hope University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":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 diplomacy; Framing (construction); Subsidy; Diplomacy; The Internet; Peacebuilding; Credibility; Public engagement","score_opus":0.06660577446146337,"score_gpt":0.3681140279734269,"score_spread":0.30150825351196353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126918859","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45764783,0.0018707546,0.011739309,0.014454687,0.0003106524,0.00006264662,0.00006927601,0.00013121626,0.51371366],"genre_scores_gemma":[0.9908338,0.00035175268,0.0005671478,0.00025534214,0.00005884856,0.000019748,0.000012511002,0.000014306719,0.007886585],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99737835,0.0018768726,0.00004512614,0.00009910199,0.0002758102,0.00032470282],"domain_scores_gemma":[0.99546224,0.003053366,0.0006651532,0.00031210398,0.00020227116,0.00030484356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002492723,0.0002727552,0.00013976876,0.00095273176,0.0030180786,0.0061577056,0.0003940892,0.0009799205,0.010630963],"category_scores_gemma":[0.005807453,0.00015806757,0.00019574187,0.0008617998,0.008245081,0.0046170587,0.0052935146,0.0015523385,0.0006618892],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021118617,0.00035225452,0.0147180185,0.00033836978,0.00003042843,0.0007680277,0.14142081,0.0011396954,0.0029240642,0.68339586,0.010821361,0.14388001],"study_design_scores_gemma":[0.000101781574,0.00044724782,0.026996376,0.0010438338,0.000058775906,0.0008145423,0.1739235,0.0019920208,0.00508076,0.12522708,0.6642512,0.00006285303],"about_ca_topic_score_codex":0.0025241612,"about_ca_topic_score_gemma":0.0033031586,"teacher_disagreement_score":0.010630963,"about_ca_system_score_codex":0.002417205,"about_ca_system_score_gemma":0.0019402899,"threshold_uncertainty_score":0.035564125},"labels":[],"label_agreement":null},{"id":"W7128107173","doi":"","title":"Corporate social responsibility: An approach to international public relations in Canadian companies","year":2009,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","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 social responsibility; Corporate governance; Government (linguistics); International relations; Public policy","score_opus":0.051406151717828016,"score_gpt":0.2800427469563943,"score_spread":0.22863659523856628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128107173","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19602345,0.00789555,0.0071278433,0.114112906,0.00047868726,0.00029370812,0.00023493578,0.000057722675,0.6737752],"genre_scores_gemma":[0.9630758,0.003141445,0.0016959487,0.0014519448,0.00005824105,0.00008288197,0.00004066524,0.000026227024,0.030426916],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9953537,0.0013946872,0.000056126242,0.00024299604,0.00082925597,0.0021232648],"domain_scores_gemma":[0.99369,0.0020988092,0.00033883835,0.00012957018,0.0021007573,0.0016421258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004850712,0.0008026337,0.0004282448,0.0057923296,0.044408813,0.017804965,0.0029509682,0.0041827485,0.0073611415],"category_scores_gemma":[0.009560437,0.0004188877,0.00071978534,0.008081864,0.026243186,0.0074265376,0.005287718,0.0059446525,0.0002243154],"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":[0.00002146658,0.000082343824,0.004390739,0.00008304586,0.000009260906,0.0002525757,0.11190195,0.0016970487,0.000080242105,0.84439784,0.017099531,0.019983953],"study_design_scores_gemma":[0.000023832048,0.00003110322,0.021060541,0.0005737351,0.000054278928,0.00014476714,0.599531,0.0041322703,0.00027752048,0.13997155,0.23408568,0.00011372171],"about_ca_topic_score_codex":0.99375474,"about_ca_topic_score_gemma":0.99514455,"teacher_disagreement_score":0.3010623,"about_ca_system_score_codex":0.3010623,"about_ca_system_score_gemma":0.34258643,"threshold_uncertainty_score":0.8106687},"labels":[],"label_agreement":null},{"id":"W7128480987","doi":"10.64903/1480-6800-27.1.47","title":"Digital Content Analysis of Corporate Social Response to Turkey and Syria Earthquakes","year":2024,"lang":"","type":"article","venue":"Arab world geographer","topic":"Public Relations and Crisis Communication","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":"Content analysis; Social media; Qualitative analysis; Action (physics); Qualitative research; Middle East","score_opus":0.04874214557369517,"score_gpt":0.3037220364625863,"score_spread":0.2549798908888911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128480987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989953,0.00017079014,0.0005120468,0.00028885598,0.000039155984,0.000098336044,0.0010740667,0.000018765491,0.007845015],"genre_scores_gemma":[0.9952691,0.00028283327,0.00095496076,0.00009379604,0.00005228249,0.00016799722,0.0010635871,0.00001549446,0.0020999492],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9992588,0.00027805645,0.00005651963,0.00007298179,0.00021108841,0.0001226215],"domain_scores_gemma":[0.9961761,0.0018759356,0.00070225383,0.00018409318,0.0008929863,0.00016850122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088822417,0.00019384683,0.00014914805,0.005044464,0.00092409056,0.0016112414,0.00024111921,0.00036371403,0.002346491],"category_scores_gemma":[0.004802074,0.000064237465,0.0001314603,0.0043767975,0.000808849,0.0011605225,0.0009977425,0.00029218345,0.0004045912],"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":[0.000612396,0.00031621964,0.33781475,0.0017996699,0.00010599448,0.0032416054,0.34072348,0.0011646335,0.012334818,0.011113748,0.015257728,0.27551487],"study_design_scores_gemma":[0.00001111822,0.00014994889,0.53429747,0.00035093233,0.00005945728,0.0005619398,0.40630877,0.0019078287,0.003565505,0.0013032526,0.051439144,0.00004464869],"about_ca_topic_score_codex":0.0026003283,"about_ca_topic_score_gemma":0.0035434952,"teacher_disagreement_score":0.005044464,"about_ca_system_score_codex":0.0012347967,"about_ca_system_score_gemma":0.00071002456,"threshold_uncertainty_score":0.008959115},"labels":[],"label_agreement":null},{"id":"W7128493810","doi":"10.64903/1480-6800-27.2.127","title":"The Impact of Digital Cultural Diplomacy on Security and Global Affairs: the UAE as a Case study","year":2024,"lang":"","type":"article","venue":"Arab world geographer","topic":"Public Relations and Crisis Communication","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":"Diplomacy; Soft power; Public diplomacy; The Internet; Nation branding; Foreign policy","score_opus":0.017495770102100627,"score_gpt":0.36322570488879435,"score_spread":0.3457299347866937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128493810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9492509,0.0013961926,0.00091268483,0.0024286069,0.00011017687,0.00006812268,0.00007594244,0.000014802304,0.045742422],"genre_scores_gemma":[0.9914067,0.0014767597,0.0006471148,0.00031531992,0.000035005323,0.00003199568,0.000029459308,0.000006469494,0.006051213],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99868315,0.00081369746,0.000028652448,0.00004627745,0.000102693724,0.00032547757],"domain_scores_gemma":[0.9990088,0.00037503877,0.0001256074,0.000048712587,0.00010326568,0.0003385015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094059063,0.0004510012,0.0002765009,0.0013734482,0.008936287,0.004962577,0.0008337172,0.0024419634,0.0039448333],"category_scores_gemma":[0.0014617718,0.00017542446,0.00031908829,0.0019723873,0.0033973597,0.0019585392,0.0040508104,0.0019386302,0.0005174374],"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":[0.00026904876,0.0017847479,0.08466867,0.0010204025,0.00007563266,0.24085988,0.42147505,0.0037072597,0.0021974265,0.13793871,0.018326337,0.08767685],"study_design_scores_gemma":[0.000014054888,0.00023395324,0.020461567,0.00050231576,0.000029462852,0.015422338,0.834689,0.0016283647,0.00090530806,0.0039601033,0.12210942,0.00004399281],"about_ca_topic_score_codex":0.010047729,"about_ca_topic_score_gemma":0.02096404,"teacher_disagreement_score":0.010047729,"about_ca_system_score_codex":0.0028029042,"about_ca_system_score_gemma":0.001496647,"threshold_uncertainty_score":0.020336628},"labels":[],"label_agreement":null},{"id":"W7128539551","doi":"10.1080/11926422.2026.2613804","title":"The G7 in the Trump 2.0 era","year":2025,"lang":"en","type":"article","venue":"Canadian Foreign Policy Journal","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Summit; Diplomacy; Work (physics); Transactional leadership; Global Leadership","score_opus":0.016516359511116286,"score_gpt":0.3345102234774916,"score_spread":0.3179938639663753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128539551","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08513933,0.0066199913,0.001659996,0.3418817,0.0030436988,0.000055201905,0.00009159944,0.00008246895,0.561426],"genre_scores_gemma":[0.82087815,0.00430208,0.0020233656,0.07214424,0.0011364961,0.000108087035,0.00010852715,0.00013502662,0.09916403],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9934151,0.0020638285,0.00009495816,0.0003328153,0.0015585483,0.0025347124],"domain_scores_gemma":[0.99757725,0.0006460278,0.00014193756,0.00012478683,0.00070517376,0.0008047229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047767297,0.00035622308,0.00022397024,0.0010501377,0.012707509,0.011464403,0.0011882551,0.0066286456,0.008625201],"category_scores_gemma":[0.0081742825,0.00020197511,0.00030048913,0.0014466902,0.01696083,0.0060040904,0.0073972596,0.007031857,0.0012872712],"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":[0.000039567378,0.000022663591,0.0009195915,0.000060878196,0.0000038667667,0.0005457849,0.017456174,0.00015347179,0.0002243531,0.8466559,0.1099925,0.023925168],"study_design_scores_gemma":[0.000010591318,0.000037096877,0.002287038,0.00020390755,0.0000029014761,0.00017338431,0.033466134,0.00019918766,0.00018429612,0.06033741,0.9030638,0.000034370834],"about_ca_topic_score_codex":0.17829303,"about_ca_topic_score_gemma":0.21575508,"teacher_disagreement_score":0.82170695,"about_ca_system_score_codex":0.021641448,"about_ca_system_score_gemma":0.036508597,"threshold_uncertainty_score":0.35451055},"labels":[],"label_agreement":null},{"id":"W7132788260","doi":"","title":"Social media as an organizational strategy: A case study of A&WMA's YPAC","year":2013,"lang":"en","type":"article","venue":"NPARC","topic":"Public Relations and Crisis Communication","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":"Social media; Action (physics); Work (physics); The Internet","score_opus":0.04266247106155697,"score_gpt":0.3490327480281538,"score_spread":0.30637027696659686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132788260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9531866,0.00021352795,0.00063335424,0.007918201,0.00018280114,0.00016427292,0.00007865516,0.000037004564,0.03758567],"genre_scores_gemma":[0.9717433,0.00029474235,0.0006602876,0.0014049637,0.000061383,0.00007837793,0.000036765137,0.000045649784,0.025674615],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99746287,0.0011965038,0.00005629508,0.00014133159,0.00040102785,0.00074194407],"domain_scores_gemma":[0.9925404,0.0031079303,0.00063345954,0.0002706222,0.0009228727,0.0025246637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021349264,0.000426216,0.00031442716,0.0020747732,0.02861275,0.00640892,0.001980514,0.004955351,0.014111809],"category_scores_gemma":[0.009118577,0.0004174616,0.00031863898,0.0015897751,0.004097109,0.002951806,0.0036503181,0.0045044078,0.0014267714],"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":[0.00022348604,0.0033264426,0.06891332,0.00022317785,0.00005115078,0.11220556,0.7116893,0.00042715768,0.0019998504,0.019621272,0.03103632,0.050283],"study_design_scores_gemma":[0.000020029524,0.00024767045,0.012251524,0.00013720564,0.000013388553,0.0074694203,0.92513376,0.0007331056,0.0004799601,0.00089988013,0.05257716,0.000036841095],"about_ca_topic_score_codex":0.044802956,"about_ca_topic_score_gemma":0.10732196,"teacher_disagreement_score":0.044802956,"about_ca_system_score_codex":0.00475813,"about_ca_system_score_gemma":0.008248513,"threshold_uncertainty_score":0.08908439},"labels":[],"label_agreement":null},{"id":"W7133000337","doi":"","title":"Henkirikosuutisoinnin asiantuntijana siivouskuningatar : Iltapäivälehtien käyttämät asiantuntijalähteet Ullanlinnan murhan rikosuutisoinnissa","year":2025,"lang":"fi","type":"dissertation","venue":"Trepo - Institutional Repository of Tampere University","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Subject (documents); Quarter (Canadian coin)","score_opus":0.014925035260338212,"score_gpt":0.2561287723741154,"score_spread":0.24120373711377718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133000337","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26178735,0.011716409,0.0015565647,0.046969403,0.004018101,0.00017162961,0.001461507,0.00019093022,0.672128],"genre_scores_gemma":[0.25750965,0.005714126,0.0014272336,0.0043190047,0.00041386648,0.00012673026,0.00097355567,0.00021449511,0.7293015],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9993092,0.00011031718,0.000029565559,0.00010498698,0.00017816527,0.00026781103],"domain_scores_gemma":[0.9991731,0.00008496805,0.00006517467,0.00002980879,0.00023885144,0.00040817153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011448119,0.00029056557,0.00019730351,0.00040153367,0.0038454728,0.0048940065,0.0005307594,0.0014444524,0.061645363],"category_scores_gemma":[0.0013141913,0.00020873995,0.00026942368,0.0007503873,0.000946944,0.0018980118,0.003513321,0.0025720764,0.011737501],"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":[0.0009880989,0.0005549193,0.06600109,0.0014588734,0.000046988996,0.004595433,0.13853066,0.00040708834,0.010082353,0.112239994,0.32048935,0.34460512],"study_design_scores_gemma":[0.000012026284,0.000065431275,0.023204451,0.00035285475,0.000012356635,0.00024170184,0.033192545,0.00007794856,0.0009997352,0.0013441896,0.94046897,0.000027870869],"about_ca_topic_score_codex":0.04757039,"about_ca_topic_score_gemma":0.12447154,"teacher_disagreement_score":0.061645363,"about_ca_system_score_codex":0.002807908,"about_ca_system_score_gemma":0.0100383945,"threshold_uncertainty_score":0.20622426},"labels":[],"label_agreement":null},{"id":"W7133195367","doi":"10.5281/zenodo.18831793","title":"Ebola Crisis Communication in Rural Sierra Leone: A Comparative Analysis","year":2006,"lang":"en","type":"article","venue":"Open MIND","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Crisis communication; Sierra leone; Citizen journalism; Citizen journalism; Psychological intervention; Government (linguistics); Community engagement; Information and Communications Technology; Local government; Qualitative research","score_opus":0.05989856343577926,"score_gpt":0.3970917098952803,"score_spread":0.33719314645950105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133195367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99840957,0.00050423085,0.000042372063,0.000071974195,0.0000026290336,0.000044269134,0.000041053885,0.0000012390212,0.00088260067],"genre_scores_gemma":[0.99844116,0.0008512918,0.0000982777,0.000045563283,0.0000063724005,0.000111809204,0.000079539815,0.0000018011709,0.0003641272],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978542,0.0014249866,0.000107927495,0.00011270541,0.00015657106,0.00034371653],"domain_scores_gemma":[0.9952429,0.0031681473,0.00058272446,0.00013015319,0.0005872484,0.00028870787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034080402,0.00032918065,0.00044013045,0.0032663299,0.0022499978,0.00092349784,0.000429079,0.00050072756,0.003139081],"category_scores_gemma":[0.010165277,0.00023717487,0.00029865466,0.0026861657,0.0010594582,0.0009304703,0.001287882,0.00048165338,0.00015133257],"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":[0.0012587374,0.0020705,0.4195409,0.0020837872,0.00039489288,0.0036351164,0.4732896,0.00024139158,0.0014671938,0.000963947,0.0011060194,0.09394779],"study_design_scores_gemma":[0.00009475889,0.002305985,0.55299276,0.0006561369,0.00023659009,0.0010519709,0.43682024,0.00017068887,0.00030063206,0.00015620551,0.0051865615,0.000027489657],"about_ca_topic_score_codex":0.029321438,"about_ca_topic_score_gemma":0.054689135,"teacher_disagreement_score":0.029321438,"about_ca_system_score_codex":0.0018179476,"about_ca_system_score_gemma":0.0021820113,"threshold_uncertainty_score":0.05830151},"labels":[],"label_agreement":null},{"id":"W7133231672","doi":"10.5281/zenodo.18831792","title":"Ebola Crisis Communication in Rural Sierra Leone: A Comparative Analysis","year":2006,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Crisis communication; Sierra leone; Citizen journalism; Citizen journalism; Psychological intervention; Government (linguistics); Community engagement; Information and Communications Technology; Local government; Qualitative research","score_opus":0.044033006395511796,"score_gpt":0.31617390982492277,"score_spread":0.272140903429411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133231672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998516,0.0004324425,0.000041917883,0.000059213333,0.0000024335206,0.00004386681,0.0000434027,0.0000012392065,0.0008595161],"genre_scores_gemma":[0.998489,0.0007641944,0.00009436415,0.000041538227,0.000005976216,0.00011661911,0.00009061705,0.000001988455,0.00039570674],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99785715,0.0013958128,0.00010237654,0.00011915571,0.0001561513,0.00036929795],"domain_scores_gemma":[0.9953076,0.0031048057,0.00056262367,0.00013831026,0.00058851944,0.00029809985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033352866,0.00034711737,0.000477046,0.003374251,0.0022711665,0.0009497965,0.00044307398,0.0005131151,0.0033951502],"category_scores_gemma":[0.009829216,0.0002408166,0.0002958646,0.0027674115,0.0010939471,0.00089641,0.001322441,0.0004808199,0.00016856626],"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":[0.0012683531,0.0021191586,0.43652856,0.0019317714,0.00038827612,0.0036518918,0.46293443,0.00024096546,0.0014575047,0.00091710716,0.0010794256,0.08748251],"study_design_scores_gemma":[0.00009048312,0.0021545189,0.5604879,0.000555482,0.00022371426,0.0009859911,0.42986622,0.00017318658,0.00029241032,0.00014712557,0.004995476,0.000027491878],"about_ca_topic_score_codex":0.029938377,"about_ca_topic_score_gemma":0.055175282,"teacher_disagreement_score":0.029938377,"about_ca_system_score_codex":0.0018156248,"about_ca_system_score_gemma":0.0021574046,"threshold_uncertainty_score":0.05952823},"labels":[],"label_agreement":null},{"id":"W7135769886","doi":"","title":"Czech Republic PR Professionals Profile","year":2023,"lang":"cs","type":"dissertation","venue":"Digital Repository (National Repository of Grey Literature)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Czech; Quarter (Canadian coin); Position (finance); Demographics; Questionnaire; Computer-assisted web interviewing","score_opus":0.017134686974955828,"score_gpt":0.3176147681645382,"score_spread":0.30048008118958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135769886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.909856,0.002085854,0.0010838506,0.0015114375,0.00009751837,0.0004262902,0.008574157,0.00014304748,0.076221794],"genre_scores_gemma":[0.95644456,0.0024537444,0.00096419465,0.0005119412,0.00003981764,0.00036492216,0.0056771883,0.00007940091,0.03346425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988254,0.000098368124,0.00010314909,0.00016923783,0.00042020998,0.00038368604],"domain_scores_gemma":[0.9989497,0.00009801944,0.00017921497,0.000055125787,0.0003564707,0.00036152636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007098297,0.00025001913,0.0002733623,0.0043482534,0.0014353421,0.0013444391,0.00032628552,0.00030258918,0.025574468],"category_scores_gemma":[0.0022069488,0.00027009263,0.000293466,0.0036020093,0.00032881898,0.00065826916,0.0013097073,0.00042835335,0.00793477],"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":[0.000580971,0.00036111588,0.70549196,0.001489314,0.00005581038,0.002559351,0.033757236,0.00047946227,0.009450663,0.0049983226,0.067197025,0.1735788],"study_design_scores_gemma":[0.000022036336,0.000104014325,0.8664276,0.0002509526,0.000017991331,0.0024855684,0.015823415,0.00024274264,0.00040467354,0.00026612487,0.113918066,0.000036747457],"about_ca_topic_score_codex":0.02678162,"about_ca_topic_score_gemma":0.030083686,"teacher_disagreement_score":0.02678162,"about_ca_system_score_codex":0.0013806269,"about_ca_system_score_gemma":0.0031930595,"threshold_uncertainty_score":0.085555136},"labels":[],"label_agreement":null},{"id":"W7135873907","doi":"","title":"The Role of Public Editors in a Comparative Perspective","year":2023,"lang":"cs","type":"dissertation","venue":"Digital Repository (National Repository of Grey Literature)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Misinformation; Perspective (graphical); Bachelor; Czech; Social media","score_opus":0.019354923966915967,"score_gpt":0.3142970344541683,"score_spread":0.29494211048725233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135873907","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5298858,0.02219577,0.002246706,0.046591118,0.0018702627,0.000071484414,0.00006503015,0.00006976185,0.3970041],"genre_scores_gemma":[0.9904891,0.001526955,0.00016781961,0.00056565355,0.00021758788,0.00001630991,0.0000086154805,0.000018653735,0.006989207],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.97538507,0.018087637,0.00050608447,0.0010720923,0.0020369042,0.0029123237],"domain_scores_gemma":[0.95904624,0.030667387,0.0034612396,0.0010216959,0.002745861,0.0030574652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014815381,0.0003290125,0.00063042005,0.0055559943,0.012306019,0.021718275,0.0012899928,0.002737118,0.009802477],"category_scores_gemma":[0.030619448,0.00038673988,0.00019789021,0.0051594935,0.014658261,0.015664885,0.004885033,0.0019374072,0.00045494258],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015696693,0.000090432826,0.0056210784,0.00046367466,0.000020724785,0.0019640308,0.64631164,0.0001799942,0.00069747947,0.31034482,0.009168558,0.024980644],"study_design_scores_gemma":[0.000022236165,0.000091040194,0.0073986584,0.00065337744,0.00003408955,0.00063635537,0.6512801,0.00018082418,0.0004834424,0.012989967,0.32619968,0.00003026758],"about_ca_topic_score_codex":0.0033710168,"about_ca_topic_score_gemma":0.0052610394,"teacher_disagreement_score":0.021718275,"about_ca_system_score_codex":0.010962834,"about_ca_system_score_gemma":0.0076986738,"threshold_uncertainty_score":0.079541266},"labels":[],"label_agreement":null},{"id":"W7138926883","doi":"10.1136/bmjopen-2020-041818\">10.1136/bmjopen-2020-041818</a></p","title":"How Do Canadian Public Health Agencies Respond to the COVID-19 Emergency Using Social Media: A Protocol for a Case Study Using Content and Sentiment Analysis","year":2021,"lang":"en","type":"article","venue":"Scholar Commons (University of South Carolina)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Content analysis; Public health; Agency (philosophy); Context (archaeology); Research ethics; Pandemic; Focus group; The Internet","score_opus":0.306205405013972,"score_gpt":0.3915960444030492,"score_spread":0.0853906393890772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7138926883","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009299794,0.00038778735,0.011280995,0.0037032212,0.00067590724,0.957956,0.004502891,0.00012893273,0.012064464],"genre_scores_gemma":[0.006866547,0.000429941,0.017259737,0.0010399915,0.000064858716,0.9705856,0.0005535931,0.000022315608,0.0031774885],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.97446954,0.014706199,0.002669653,0.0020067997,0.0037568929,0.0023909034],"domain_scores_gemma":[0.9565857,0.01104529,0.0022436143,0.004103306,0.023092246,0.002929904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.045123663,0.0018222955,0.0015066736,0.003032188,0.013678235,0.0060917763,0.00442569,0.0060045775,0.039201394],"category_scores_gemma":[0.060765047,0.002094798,0.0031311945,0.0030971384,0.005870504,0.0042942306,0.0046351245,0.0074081593,0.0074640024],"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":[0.0070723947,0.009910925,0.011084128,0.028407224,0.00026271222,0.008481971,0.24533814,0.005646241,0.008767573,0.060535196,0.3369098,0.27758375],"study_design_scores_gemma":[0.0045598913,0.0025938773,0.011995247,0.016756501,0.00019383908,0.0005299468,0.105152965,0.0024964467,0.0044520535,0.013923651,0.8367783,0.00056723953],"about_ca_topic_score_codex":0.187578,"about_ca_topic_score_gemma":0.3574063,"teacher_disagreement_score":0.81242204,"about_ca_system_score_codex":0.032155678,"about_ca_system_score_gemma":0.09266191,"threshold_uncertainty_score":0.3729723},"labels":[],"label_agreement":null},{"id":"W7139300206","doi":"","title":"Editor’s Comment","year":2021,"lang":"","type":"article","venue":"ScholarsArchive  (Brigham Young University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Realm; Wife; Work (physics); Action (physics)","score_opus":0.014300175033053322,"score_gpt":0.2562477986565637,"score_spread":0.2419476236235104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7139300206","genre_codex":"commentary","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013616493,0.0007579346,0.00009666025,0.67166555,0.32370478,0.00006146502,0.00029429907,0.00014159805,0.0031415678],"genre_scores_gemma":[0.0013145756,0.00062186614,0.00025025193,0.8798009,0.10502984,0.00017342696,0.000080863814,0.00008467434,0.012643639],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9876397,0.0016455196,0.0015565092,0.002043296,0.0054213437,0.0016936231],"domain_scores_gemma":[0.9632209,0.013632613,0.0027503464,0.0019344296,0.015111875,0.0033497945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016210156,0.001974384,0.0028425935,0.0021417364,0.005488639,0.007694748,0.0082987845,0.05846997,0.036263995],"category_scores_gemma":[0.10106988,0.0016743245,0.0038033216,0.00216494,0.0055949343,0.006881278,0.0033024303,0.050758943,0.029342774],"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":[0.000012362348,0.0000050095996,0.000045274388,0.000048960057,0.0000050828635,0.000076899254,0.00002693629,0.000010710653,0.000019177147,0.00023852297,0.9985158,0.0009952983],"study_design_scores_gemma":[0.000057742123,0.00002093494,0.00043538766,0.0003390078,0.000021506272,0.00018963579,0.00013320257,0.00008813276,0.00017070338,0.0009811234,0.9975253,0.000037360736],"about_ca_topic_score_codex":0.010741099,"about_ca_topic_score_gemma":0.011756367,"teacher_disagreement_score":0.05846997,"about_ca_system_score_codex":0.006976846,"about_ca_system_score_gemma":0.016947517,"threshold_uncertainty_score":0.12131518},"labels":[],"label_agreement":null},{"id":"W7140150746","doi":"","title":"“Flooded Timelines: The Communicative Roles &amp; Functions of Twitter in the 2013 Calgary Flood”","year":2020,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Perspective (graphical); Value (mathematics); Uses and gratifications theory; Content analysis; Emergency management; Flood myth; Microblogging","score_opus":0.0925591229140517,"score_gpt":0.39251358252009383,"score_spread":0.2999544596060421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7140150746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9667869,0.00097293797,0.00056869833,0.004930629,0.00015618875,0.00006500114,0.000469717,0.000020818097,0.026029116],"genre_scores_gemma":[0.9888792,0.002265333,0.00084700226,0.0015077684,0.00011665039,0.00014500703,0.00030354672,0.000050706418,0.00588473],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99938583,0.0002723538,0.00002969683,0.000050996812,0.00013220077,0.00012888967],"domain_scores_gemma":[0.9973679,0.0016107871,0.0004917336,0.00006818914,0.00028805455,0.00017333643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016784455,0.00022217282,0.00020195202,0.0019435163,0.0045908466,0.0039791204,0.0004577909,0.00092945975,0.002223353],"category_scores_gemma":[0.0049757212,0.00017800379,0.00012503073,0.0024906062,0.0034432802,0.004003547,0.0033004312,0.0014442812,0.00028908177],"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":[0.000091502654,0.000038566828,0.02673053,0.00035731145,0.000014158369,0.0008971436,0.9134504,0.00011666462,0.0018312092,0.0054152794,0.0070901876,0.043967087],"study_design_scores_gemma":[0.0000034680086,0.000026978722,0.048553705,0.00026384354,0.000012063743,0.00012672698,0.9028649,0.00009564514,0.0004446319,0.00062710093,0.046960715,0.00002027968],"about_ca_topic_score_codex":0.034723956,"about_ca_topic_score_gemma":0.081804775,"teacher_disagreement_score":0.96527606,"about_ca_system_score_codex":0.003562956,"about_ca_system_score_gemma":0.0026288668,"threshold_uncertainty_score":0.069043696},"labels":[],"label_agreement":null},{"id":"W7160956469","doi":"10.32782/2956-333x/2025-4-6","title":"NATION BRANDING AS A MECHANISM OF PUBLIC GOVERNANCE: INTERNATIONAL EXPERIENCE OF THE UNITED STATES AND OTHER COUNTRIES FOR UKRAINE’S IMAGE POLICY","year":2025,"lang":"","type":"article","venue":"Łódzkie Studia Humanistyczne","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nation branding; Public diplomacy; Legitimacy; Corporate governance; Place branding; Mediation; Politics; Reputation; Symbolic capital; Democracy","score_opus":0.03272360039924019,"score_gpt":0.3562598349438051,"score_spread":0.3235362345445649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7160956469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96996146,0.00072475406,0.000313782,0.0020065927,0.000055376568,0.000007843752,0.00001447538,0.000009936893,0.02690565],"genre_scores_gemma":[0.9977406,0.0002321188,0.000052349176,0.00018634024,0.0000061839987,0.0000020711902,0.000007466622,0.000007086434,0.0017658054],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859136,0.0006973189,0.00003553124,0.000086696244,0.00013932776,0.00044981172],"domain_scores_gemma":[0.99914944,0.00035589054,0.00014588144,0.00006236984,0.00009118229,0.00019519827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022589765,0.00026560557,0.0003136541,0.0006822499,0.011154728,0.006403293,0.000441291,0.0012426535,0.001559097],"category_scores_gemma":[0.0017651125,0.0002120535,0.00021327296,0.0011127006,0.0055594807,0.0030740907,0.004485565,0.002514186,0.00016686346],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029938492,0.000052111627,0.008659348,0.00005244617,0.000010721994,0.0019027052,0.9517185,0.0001777659,0.00064859196,0.023295285,0.0016757257,0.011776808],"study_design_scores_gemma":[0.000002929793,0.000055651093,0.015073548,0.00009649857,0.000010010632,0.00065246085,0.89403355,0.00018710805,0.00071067567,0.0012140732,0.0879394,0.000024037443],"about_ca_topic_score_codex":0.0337,"about_ca_topic_score_gemma":0.046687678,"teacher_disagreement_score":0.0337,"about_ca_system_score_codex":0.0067087645,"about_ca_system_score_gemma":0.0027851744,"threshold_uncertainty_score":0.06700766},"labels":[],"label_agreement":null},{"id":"W7164902879","doi":"10.1080/17153379.2019.12559335","title":"Reporting for China: How Chinese Correspondents Work with the World.","year":2019,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Public Relations and Crisis Communication","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":"Work (physics); China","score_opus":0.016509036848550554,"score_gpt":0.29814428932950776,"score_spread":0.2816352524809572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164902879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7857564,0.0018428629,0.0010865366,0.07439345,0.0006980814,0.00015412172,0.00035023192,0.00016803037,0.13555025],"genre_scores_gemma":[0.9846769,0.00076289114,0.00025051538,0.0026092434,0.00010050251,0.000032764558,0.000093783936,0.000020048505,0.011453364],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9962321,0.0020976646,0.00010624856,0.0002066957,0.00050429965,0.00085302605],"domain_scores_gemma":[0.9920665,0.002319079,0.001176458,0.0005078597,0.0017797527,0.0021503589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065423977,0.00032787395,0.00023187492,0.0016139185,0.0098268995,0.00571743,0.0015188436,0.0014681353,0.012342562],"category_scores_gemma":[0.017281007,0.00020522886,0.000245009,0.0031234734,0.0032672752,0.004215544,0.0033408774,0.0021076067,0.0007638166],"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":[0.00010649829,0.00016206283,0.18093802,0.0002597485,0.00005963482,0.0013924422,0.5490571,0.00029508965,0.00060592743,0.026696958,0.097629644,0.1427969],"study_design_scores_gemma":[0.000018950741,0.00009778576,0.17163832,0.00031794733,0.00007136871,0.00021574186,0.6690247,0.0010233752,0.00047252,0.003710064,0.15331694,0.00009228374],"about_ca_topic_score_codex":0.1842469,"about_ca_topic_score_gemma":0.18255872,"teacher_disagreement_score":0.1842469,"about_ca_system_score_codex":0.007088839,"about_ca_system_score_gemma":0.016421676,"threshold_uncertainty_score":0.36634892},"labels":[],"label_agreement":null},{"id":"W7164919663","doi":"10.1080/17153379.2009.12556409","title":"Communication in China: Political Economy, Power, and Conflict.","year":2009,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Politics; Political communication; American political science","score_opus":0.01406355005917335,"score_gpt":0.2932913834590353,"score_spread":0.27922783339986196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164919663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9220374,0.005562081,0.00044000606,0.01996702,0.00011274348,0.000027587403,0.00027426612,0.000019413957,0.05155942],"genre_scores_gemma":[0.99732924,0.0008902497,0.00003829997,0.00014448732,0.000041344192,0.0000065291106,0.00003238857,0.0000015032387,0.0015158836],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994491,0.00021867684,0.000023115772,0.000040171813,0.00009822334,0.00017078061],"domain_scores_gemma":[0.9982091,0.0006089584,0.0004081526,0.000051739942,0.00029284763,0.00042920868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010053158,0.00021469175,0.00018367665,0.0016786844,0.0023253232,0.0022768648,0.00033356424,0.0006261545,0.006912507],"category_scores_gemma":[0.0027718893,0.00011144418,0.000109944274,0.003203016,0.0017682533,0.001884954,0.0011422917,0.00059674954,0.00023586715],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038636086,0.00031714776,0.5534056,0.0005031124,0.00011094705,0.0016127697,0.06010584,0.0033176015,0.00082840194,0.15332161,0.033667102,0.1924236],"study_design_scores_gemma":[0.000041376523,0.0001193059,0.89884543,0.00022077719,0.00005473141,0.00021746963,0.040631298,0.004957626,0.00033255058,0.024578137,0.029955981,0.000045212902],"about_ca_topic_score_codex":0.080766104,"about_ca_topic_score_gemma":0.099482775,"teacher_disagreement_score":0.080766104,"about_ca_system_score_codex":0.004654761,"about_ca_system_score_gemma":0.007153798,"threshold_uncertainty_score":0.16059202},"labels":[],"label_agreement":null},{"id":"W71985480","doi":"10.7146/journalistica.v5i1.4176","title":"Større brugerindflydelse indenfor redaktionelt styrede rammer - Om koblingen af et journalistisk magasin og et brugerdrevet community","year":2011,"lang":"da","type":"article","venue":"Journalistica - Tidsskrift for forskning i journalistik","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.2456881257218316,"score_gpt":0.4119935540509574,"score_spread":0.1663054283291258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W71985480","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006746206,0.011147479,0.0034468065,0.06503493,0.023053525,0.0007797126,0.009216679,0.002053688,0.8785209],"genre_scores_gemma":[0.019121435,0.004791241,0.0031832904,0.0068550436,0.0020030146,0.00026921713,0.0031625868,0.0016332256,0.95898104],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9856712,0.0031985226,0.0011263858,0.0016656502,0.007242469,0.0010957803],"domain_scores_gemma":[0.9689849,0.008879921,0.0016063328,0.004005994,0.007901446,0.008621338],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011624603,0.0010670115,0.0009905088,0.0028971047,0.0040084957,0.017896816,0.0019275161,0.0043739458,0.47197756],"category_scores_gemma":[0.030691333,0.00085356034,0.0010387048,0.002877854,0.0030411282,0.008397295,0.008351951,0.005425703,0.24018463],"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":[0.00015652999,0.000091431575,0.00047038292,0.0009340364,0.000016640672,0.0001828024,0.0021645962,0.0000676296,0.0012218999,0.008854466,0.9283309,0.057508685],"study_design_scores_gemma":[0.00001537309,0.000020880005,0.00067935523,0.00025564412,0.0000056622866,0.000054345648,0.00079301425,0.000024899668,0.00035008788,0.0007413731,0.9970457,0.000013678927],"about_ca_topic_score_codex":0.0075491774,"about_ca_topic_score_gemma":0.022606926,"teacher_disagreement_score":0.47197756,"about_ca_system_score_codex":0.006381586,"about_ca_system_score_gemma":0.013616288,"threshold_uncertainty_score":0.7531599},"labels":[],"label_agreement":null},{"id":"W71989161","doi":"","title":"What it means to become a public relations professional: student perceptions of professional identity through real-world learning","year":2009,"lang":"en","type":"article","venue":"QUT ePrints (Queensland University of Technology)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Craft; Workforce; Identity (music); Professional development; Perception; Public relations; Pedagogy; Professional learning community; Sociology; Engineering ethics; Engineering; Psychology; Political science","score_opus":0.026366819407835626,"score_gpt":0.35093901564537217,"score_spread":0.3245721962375365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W71989161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911692,0.000107103486,0.00030952404,0.0028540809,0.00005523235,0.000020805912,0.000006962099,0.000012323921,0.0054647005],"genre_scores_gemma":[0.9977314,0.000122206,0.00013401838,0.00033189048,0.000011822746,0.000012939502,0.0000063302878,0.0000068230356,0.0016427005],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99553126,0.002155407,0.0001518021,0.00024667164,0.0010138575,0.0009010731],"domain_scores_gemma":[0.98605496,0.003606073,0.0020132011,0.00051030394,0.0016334838,0.0061820033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00793686,0.00027586793,0.00040114153,0.0010001089,0.0048710816,0.012247739,0.00095024053,0.00232008,0.0047547305],"category_scores_gemma":[0.01781262,0.00038743936,0.00038122668,0.00041885878,0.005129695,0.0058780974,0.005503052,0.0050131753,0.0010240527],"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":[0.00017521762,0.0023183848,0.18499084,0.00012529979,0.0000357851,0.0005051219,0.7474584,0.00023296659,0.0022329404,0.0047266255,0.005899141,0.051299352],"study_design_scores_gemma":[0.00002874929,0.00057313754,0.041045427,0.00011464391,0.000025284298,0.00054959115,0.94010526,0.00081802276,0.00072053587,0.0022963753,0.013659155,0.000063705156],"about_ca_topic_score_codex":0.00193628,"about_ca_topic_score_gemma":0.0025259855,"teacher_disagreement_score":0.012247739,"about_ca_system_score_codex":0.0015854797,"about_ca_system_score_gemma":0.0028003638,"threshold_uncertainty_score":0.041974664},"labels":[],"label_agreement":null},{"id":"W747735991","doi":"","title":"’Houston, We Have a Problem:’ Crisis Management and the Department Chair","year":2009,"lang":"en","type":"article","venue":"Sound Ideas (University of Puget Sound)","topic":"Public Relations and Crisis Communication","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":"Crisis management; Emergency department; Medicine; Business; Operations management; Political science; Management; Economics; Nursing","score_opus":0.014582831020026301,"score_gpt":0.2524051307679977,"score_spread":0.2378222997479714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W747735991","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011175125,0.0016111357,0.00020448717,0.97003716,0.018231759,0.0000067251185,0.000032036933,0.000042746782,0.008716365],"genre_scores_gemma":[0.054876477,0.002189504,0.00093838235,0.7876186,0.014736115,0.00007217832,0.000066999455,0.00032272495,0.13917914],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99178493,0.0029468103,0.0002932816,0.0011479472,0.001489022,0.002338041],"domain_scores_gemma":[0.97973347,0.0033247916,0.00090877543,0.0006330269,0.0044125565,0.010987393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011262622,0.0007128729,0.00060243276,0.00079307595,0.017974624,0.016458878,0.0016146086,0.015229007,0.04710024],"category_scores_gemma":[0.034206465,0.00096104166,0.0006154921,0.0010216486,0.007922707,0.011569868,0.0047105607,0.03562124,0.0084620705],"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":[0.00001503632,0.000010801229,0.00019218921,0.000014913161,0.0000036748772,0.000053466167,0.0013251846,0.0000126172035,0.00005144675,0.008240018,0.986434,0.003646709],"study_design_scores_gemma":[0.000017683506,0.0000141664605,0.00062950945,0.00006966914,0.0000046458517,0.00009772928,0.0062488583,0.000025934682,0.000066765046,0.0035420528,0.9892526,0.000030417681],"about_ca_topic_score_codex":0.03302837,"about_ca_topic_score_gemma":0.08519745,"teacher_disagreement_score":0.04710024,"about_ca_system_score_codex":0.008895159,"about_ca_system_score_gemma":0.024346346,"threshold_uncertainty_score":0.15756601},"labels":[],"label_agreement":null},{"id":"W834323105","doi":"10.18151/7217512","title":"Just Keep Tweeting: Emergency Responder's Social Media Use Before and During Emergencies","year":2015,"lang":"en","type":"article","venue":"CBS Research Portal (Copenhagen Business School)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Social media; First responder; Computer science; Internet privacy; Business; Medical emergency; World Wide Web; Medicine","score_opus":0.2341619052484891,"score_gpt":0.4258218694844399,"score_spread":0.1916599642359508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W834323105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99052924,0.00045288375,0.0005038676,0.0008049877,0.00007472258,0.000032278615,0.00018562257,0.000037872687,0.007378488],"genre_scores_gemma":[0.9969439,0.00048286602,0.0004423006,0.0002520369,0.000054627377,0.00003487075,0.00011154735,0.000020587424,0.0016572841],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983339,0.00095696957,0.00011858117,0.0001158633,0.0002937407,0.00018105248],"domain_scores_gemma":[0.98272276,0.010912775,0.003911618,0.00046129109,0.0010792236,0.0009123387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016804001,0.00022889067,0.00025861844,0.0017567005,0.0011168721,0.0023220896,0.00038615745,0.00087976176,0.003704883],"category_scores_gemma":[0.01860466,0.00023667293,0.00022266121,0.0008521078,0.00065096666,0.0027752724,0.0013571338,0.0009823374,0.00073863653],"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":[0.0006549259,0.00039879576,0.37357828,0.000859132,0.00017791401,0.002039424,0.47366825,0.00016461365,0.009785384,0.00130342,0.005329237,0.13204063],"study_design_scores_gemma":[0.000018272573,0.00030729568,0.4378322,0.00040891283,0.000087403656,0.00159588,0.5331844,0.0004114108,0.0013426621,0.00038261857,0.024329243,0.00009965755],"about_ca_topic_score_codex":0.0016249369,"about_ca_topic_score_gemma":0.0032338784,"teacher_disagreement_score":0.003704883,"about_ca_system_score_codex":0.00046338764,"about_ca_system_score_gemma":0.00038898984,"threshold_uncertainty_score":0.012394071},"labels":[],"label_agreement":null},{"id":"W868968077","doi":"","title":"Managerial Competencies in Time of the Crisis","year":2013,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Public Relations and Crisis Communication","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":"Crisis management; Financial crisis; Business; Quarter (Canadian coin); Public relations; Economics; Political science; Management; Macroeconomics","score_opus":0.17675884714448978,"score_gpt":0.5201084903397531,"score_spread":0.3433496431952634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W868968077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85612947,0.0017674761,0.0021789146,0.01474324,0.00018686641,0.000056763107,0.000079425336,0.000028422903,0.124829374],"genre_scores_gemma":[0.99602556,0.0005325895,0.000535275,0.0004841722,0.000022292086,0.000013205105,0.000020002173,0.0000045829,0.0023622497],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99864477,0.0006410037,0.00004319154,0.00006341618,0.00024016653,0.00036743283],"domain_scores_gemma":[0.99635196,0.0012029724,0.0006370439,0.0001017505,0.0005247924,0.0011815439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016064583,0.0001428629,0.00013755124,0.0009879867,0.0016184119,0.002082968,0.0002657051,0.00064793526,0.0033489014],"category_scores_gemma":[0.009139212,0.000110745,0.00009989392,0.0005387859,0.0018718275,0.0015206459,0.0022019832,0.0014732344,0.00029358128],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002683066,0.00048059394,0.14928588,0.0004887925,0.000039813105,0.0049265693,0.53560656,0.0010387043,0.004598424,0.099808306,0.022722516,0.18073548],"study_design_scores_gemma":[0.000026937827,0.000293488,0.2718782,0.00077941245,0.0000147309265,0.0034838568,0.57492316,0.0010569155,0.0006462447,0.03505903,0.111773334,0.000064688924],"about_ca_topic_score_codex":0.003072266,"about_ca_topic_score_gemma":0.0054213894,"teacher_disagreement_score":0.0033489014,"about_ca_system_score_codex":0.0012285829,"about_ca_system_score_gemma":0.002324121,"threshold_uncertainty_score":0.01120317},"labels":[],"label_agreement":null},{"id":"W898174975","doi":"10.1093/oxfordhb/9780199290468.003.0009","title":"The Fit Between Crisis Types and Management Attributes as a Determinant of Crisis Consequences","year":2009,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Public Relations and Crisis Communication","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 British Columbia; Simon Fraser University; University of Calgary","funders":"","keywords":"Typology; Crisis management; Function (biology); Business; Political science; Economic system; Economics; Sociology; Management; Biology","score_opus":0.04698007279816058,"score_gpt":0.2765182612528951,"score_spread":0.2295381884547345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W898174975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8807053,0.0008684964,0.003500979,0.001454351,0.00004448349,0.00003065787,0.000114771436,0.000025146335,0.11325575],"genre_scores_gemma":[0.9974746,0.00019624089,0.0004688564,0.00003485938,0.000009389838,0.0000074738414,0.000036127574,0.000006947941,0.0017654876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992893,0.00038660882,0.000021636877,0.000040219824,0.00021492825,0.00004726145],"domain_scores_gemma":[0.9932025,0.0054053417,0.000629356,0.00010452848,0.00035548885,0.00030285743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011594208,0.00011317328,0.000116120245,0.0005322729,0.00029517795,0.0019228004,0.00021182818,0.00026404747,0.008226417],"category_scores_gemma":[0.00834154,0.00009123254,0.000077608456,0.0006790681,0.00082688814,0.00093783275,0.0006317776,0.0006062291,0.0003763868],"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":[0.00033951632,0.0004964193,0.58976096,0.00037330185,0.00009570344,0.0016459246,0.035882268,0.009900173,0.0039229114,0.13370727,0.011775122,0.21210037],"study_design_scores_gemma":[0.000016807418,0.000093246716,0.8849751,0.00027459319,0.000029137213,0.000899602,0.028886143,0.0072435774,0.0009471203,0.058853317,0.017738162,0.000043287026],"about_ca_topic_score_codex":0.0006236726,"about_ca_topic_score_gemma":0.0012025629,"teacher_disagreement_score":0.008226417,"about_ca_system_score_codex":0.00045611497,"about_ca_system_score_gemma":0.00030709067,"threshold_uncertainty_score":0.02752012},"labels":[],"label_agreement":null}]}