{"meta":{"query_hash":"a687d4bec005","filters":{"venue":"Journal of Professional Communication"},"cohort_total":73,"direct_labels_cover":0,"predictions_cover":73,"exported":73,"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/a687d4bec005","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Professional+Communication"},"results":[{"id":"W1608151924","doi":"10.15173/jpc.v4i2.2627","title":"Personality and positive psychology in social media and post-secondary education","year":2016,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Personality Traits and Psychology","field":"Psychology","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":"McMaster University; Royal Roads University","funders":"","keywords":"Social media; Personality; Psychology; Style (visual arts); Social psychology; Content (measure theory); Content analysis; Sociology; Social science; Political science","score_opus":0.04985802512145753,"score_gpt":0.4242254452788317,"score_spread":0.3743674201573742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1608151924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9358524,0.0039180233,0.000026241745,0.05409256,0.00063247915,0.00009033755,0.000037617032,0.000004569363,0.0053457343],"genre_scores_gemma":[0.99590766,0.0003276516,0.00048382106,0.00271996,0.00021674683,0.000008906222,0.000014765795,0.000009410725,0.0003110972],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998093,0.0010049,0.0004506802,0.00015878335,0.00014190454,0.00015073975],"domain_scores_gemma":[0.9983573,0.0007473675,0.0003951896,0.00017485839,0.00024559873,0.000079700316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012035848,0.00010519427,0.0002279556,0.00019689533,0.0001374409,0.000009767601,0.00022075913,0.00019836135,0.0005661179],"category_scores_gemma":[0.00012461522,0.00007254198,0.000045855737,0.00009159056,0.00030622302,0.0002245575,0.000062808365,0.00046497752,0.000007775361],"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":[0.0027309714,0.0020162666,0.06749775,0.00003518624,0.00015966858,0.000010870918,0.0542268,1.1199977e-8,0.014835465,0.10654778,0.024852695,0.72708654],"study_design_scores_gemma":[0.0015371775,0.00011429961,0.971608,0.00012066382,0.000014707087,0.00027438297,0.002070982,1.5178448e-7,0.000007360934,0.021037128,0.0031267952,0.00008837696],"about_ca_topic_score_codex":0.00003614926,"about_ca_topic_score_gemma":0.0000923887,"teacher_disagreement_score":0.9041102,"about_ca_system_score_codex":0.000043455875,"about_ca_system_score_gemma":0.00017741587,"threshold_uncertainty_score":0.6198594},"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":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.080674894,0.06787191,0.00032391318,0.8184388,0.00068537524,0.00082042906,0.000013407559,0.000035570563,0.031135673],"genre_scores_gemma":[0.96798867,0.030427685,0.0004492284,0.00068621075,0.000060558923,0.000046111894,0.0000055281166,0.0000089101995,0.0003271181],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929988,0.005098133,0.0006542385,0.00007262791,0.0009746336,0.00020159713],"domain_scores_gemma":[0.9931763,0.0039608,0.0010809221,0.0012666173,0.00041697334,0.000098389086],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011698065,0.00010605589,0.0001669319,0.00003070462,0.0049825097,0.000254279,0.0034032415,0.00010600855,0.00004635796],"category_scores_gemma":[0.001275792,0.000046553134,0.000108899556,0.00026847995,0.0013378413,0.0006153132,0.0006430178,0.00090555946,0.0000044852277],"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":[0.00020920968,0.00022470439,0.0012699561,0.0000018081597,0.0001246913,1.323463e-7,0.05258099,3.8183055e-7,0.000020638328,0.83075655,0.10026532,0.014545611],"study_design_scores_gemma":[0.001109936,0.000028968383,0.009300421,0.00006373374,0.000078423036,0.000009745905,0.2065541,0.00014268002,0.000026850921,0.06573974,0.7168217,0.00012372874],"about_ca_topic_score_codex":0.0002575957,"about_ca_topic_score_gemma":0.001473016,"teacher_disagreement_score":0.8873137,"about_ca_system_score_codex":0.00013393951,"about_ca_system_score_gemma":0.00024332677,"threshold_uncertainty_score":0.99631286},"labels":[],"label_agreement":null},{"id":"W1971213187","doi":"10.15173/jpc.v3i2.152","title":"Art Into science/science into art","year":2014,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Music Technology and Sound Studies","field":"Computer Science","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":"Creativity; The arts; Enlightenment; Value (mathematics); Visual arts; Sociology; Aesthetics; Art; Computer science; Epistemology; Political science; Law","score_opus":0.018354955788894716,"score_gpt":0.32474095674958803,"score_spread":0.3063860009606933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971213187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55612385,0.0012241098,0.32837117,0.07333585,0.003992175,0.00028491174,2.405163e-7,0.00018389213,0.036483828],"genre_scores_gemma":[0.90549177,0.00005918929,0.09323183,0.00056575675,0.00004664478,0.0000040761884,3.167371e-7,0.0000027312076,0.00059769617],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982052,0.000154242,0.00042992458,0.00017815402,0.0008236732,0.00020880325],"domain_scores_gemma":[0.99734473,0.00023324238,0.00047851415,0.00096386863,0.0008809061,0.000098725606],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005518823,0.00009284355,0.00017849241,0.00046061404,0.00153229,0.00010988532,0.0042245747,0.00006169923,0.0000100803845],"category_scores_gemma":[0.00095310115,0.00006777626,0.00005227659,0.0010645415,0.0015060795,0.0015957712,0.0014852439,0.00051875523,0.00006964367],"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":[0.000020085945,0.00025866908,0.0018600276,0.000015007863,0.00001499016,0.0000016398079,0.0077580065,0.000016647236,0.021246847,0.8939899,0.017921677,0.05689645],"study_design_scores_gemma":[0.00085775607,0.00042839645,0.044264056,0.0003739494,0.000015207646,0.00012987286,0.0010376306,0.00949916,0.00685561,0.7051219,0.23106588,0.00035057892],"about_ca_topic_score_codex":0.0000030605813,"about_ca_topic_score_gemma":0.000010538516,"teacher_disagreement_score":0.34936792,"about_ca_system_score_codex":0.00015005593,"about_ca_system_score_gemma":0.00058169704,"threshold_uncertainty_score":0.9997676},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35938525,0.004922386,0.0005394383,0.6233211,0.00045785485,0.0020271756,0.0000028459374,0.00001806244,0.0093258945],"genre_scores_gemma":[0.9900644,0.0010066095,0.006304499,0.0015290984,0.00013771316,0.000432881,0.000020139081,0.0000103991815,0.0004942949],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99112785,0.007147024,0.0008544907,0.00008711824,0.0005650494,0.00021847541],"domain_scores_gemma":[0.987652,0.008380938,0.001162537,0.0010480147,0.0016973852,0.000059108384],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.017862633,0.00010624334,0.00016466374,0.00014213254,0.0036824082,0.0002312996,0.002434426,0.00020317335,0.00008860412],"category_scores_gemma":[0.004169878,0.000058785394,0.00012800677,0.0005923676,0.00032931234,0.001112603,0.0002130281,0.0017893093,0.000009747045],"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":[0.000022984823,0.0015098683,0.0029987076,0.00003755583,0.000046601603,0.0000019018494,0.21961646,0.000060751638,0.000053293625,0.6429467,0.1064726,0.026232587],"study_design_scores_gemma":[0.00066949136,0.000052515228,0.012792318,0.0006121538,0.000050874656,0.00018312238,0.71473026,0.0018176421,0.0000073123692,0.13742092,0.13146436,0.00019898756],"about_ca_topic_score_codex":0.0022280843,"about_ca_topic_score_gemma":0.0024844445,"teacher_disagreement_score":0.63067913,"about_ca_system_score_codex":0.00017238234,"about_ca_system_score_gemma":0.0008787626,"threshold_uncertainty_score":0.9976147},"labels":[],"label_agreement":null},{"id":"W1977216788","doi":"10.15173/jpc.v1i1.89","title":"Eastern Health: A case study on the need for public trust in health care communications","year":2011,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Corporate Identity and Reputation","field":"Business, Management and Accounting","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":"Hamilton Health Sciences","funders":"","keywords":"Interim; Reputation; Public relations; Health care; Test (biology); Public health; Reputation management; Health professionals; Political science; Medicine; Nursing; Law","score_opus":0.25869698595285245,"score_gpt":0.3781512393276107,"score_spread":0.11945425337475823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977216788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92911506,0.0012137785,0.00028565867,0.06655358,0.00041067926,0.0015973944,0.0000034389384,0.000020212501,0.00080019777],"genre_scores_gemma":[0.99663407,0.000045850167,0.0008219219,0.0022052499,0.00013205488,0.00005731627,0.0000274056,0.000013266965,0.00006284511],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99832815,0.000382374,0.00079716026,0.00008450637,0.000247084,0.0001607043],"domain_scores_gemma":[0.9967994,0.00024319855,0.001668135,0.000658778,0.0006105862,0.000019892599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003063682,0.00009770499,0.00020457307,0.0003055451,0.00097451877,0.000113460024,0.0006617203,0.000038962244,0.00001893128],"category_scores_gemma":[0.00019409542,0.00006714011,0.000076958975,0.00042298512,0.00005474395,0.00079934136,0.00028973757,0.00043461256,0.000009284139],"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":[0.0015187353,0.014841907,0.3997404,0.0011855825,0.00035278377,0.00012015808,0.13307813,0.00018684179,0.00003711452,0.3316922,0.026640037,0.090606116],"study_design_scores_gemma":[0.0058331736,0.0009486177,0.2448985,0.001758074,0.00007169647,0.00026374563,0.6812751,0.0051714526,0.000003198946,0.03138968,0.027923118,0.000463617],"about_ca_topic_score_codex":0.002280118,"about_ca_topic_score_gemma":0.0074633933,"teacher_disagreement_score":0.548197,"about_ca_system_score_codex":0.00014257898,"about_ca_system_score_gemma":0.00026939026,"threshold_uncertainty_score":0.7495309},"labels":[],"label_agreement":null},{"id":"W1988411704","doi":"10.15173/jpc.v3i1.139","title":"Bridging classroom and boardroom: An interview with Professor Robert Kozinets","year":2013,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Management and Marketing Education","field":"Business, Management and Accounting","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":"Bridging (networking); Sociology; Public relations; Order (exchange); Management; Media studies; Marketing; Political science; Business","score_opus":0.021323066515626266,"score_gpt":0.2717301975982298,"score_spread":0.25040713108260354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988411704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9621073,0.00067777827,0.00062570116,0.029344931,0.0004223467,0.00045430288,1.9063897e-7,0.000040919513,0.0063265325],"genre_scores_gemma":[0.9934488,0.00008724137,0.0026061605,0.00174273,0.00040372775,0.000023182847,0.000026224243,0.000021829715,0.0016401216],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989045,0.00012401192,0.00043144755,0.0001140891,0.00028060933,0.00014530751],"domain_scores_gemma":[0.9981856,0.000060083024,0.0008619784,0.000314186,0.00055373635,0.000024451698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014710652,0.00012795773,0.0001818617,0.00023565126,0.0002603667,0.00025581045,0.00041313216,0.000049019607,0.00025361555],"category_scores_gemma":[0.00010461791,0.00009080474,0.00003827401,0.00019150609,0.00004934183,0.002913381,0.00025256252,0.00030824752,0.000028965536],"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":[0.000491517,0.001732285,0.092227265,0.001748096,0.0002494882,0.0000062067393,0.0013545414,0.00003462216,0.0025217892,0.031364292,0.20496692,0.66330296],"study_design_scores_gemma":[0.0021346873,0.00015410174,0.83155566,0.003244925,0.0002441822,0.000046155623,0.004151625,0.008590075,0.00004884273,0.01765064,0.13160267,0.0005764081],"about_ca_topic_score_codex":0.00009304577,"about_ca_topic_score_gemma":0.00004950611,"teacher_disagreement_score":0.73932844,"about_ca_system_score_codex":0.00003103426,"about_ca_system_score_gemma":0.000034352506,"threshold_uncertainty_score":0.37029096},"labels":[],"label_agreement":null},{"id":"W1988695350","doi":"10.15173/jpc.v2i1.114","title":"Risk Communication and the Disclosure Dilemma: The Case of Ottawa's Endoscopy Infection 'Scare'","year":2013,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"McMaster University","keywords":"Dilemma; Risk communication; Medicine; Endoscopy; General surgery; Political science; Public relations; Surgery; Risk analysis (engineering)","score_opus":0.01798422884084416,"score_gpt":0.34713291795576395,"score_spread":0.3291486891149198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988695350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95491666,0.0014211829,0.00022615289,0.038495883,0.0002298783,0.0006461701,0.0000030436975,0.000010856637,0.0040501966],"genre_scores_gemma":[0.99068,0.007945561,0.0007684542,0.00014338255,0.00006602883,0.000038113365,0.0000037908567,0.000005418005,0.0003492772],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99541473,0.0036592758,0.00048352138,0.000054854125,0.00029250045,0.0000951279],"domain_scores_gemma":[0.99677634,0.0010697865,0.0010604331,0.00049394136,0.00055108755,0.000048392467],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0047222553,0.00007209029,0.00014885169,0.000067774345,0.0015697809,0.00008656014,0.0005099832,0.000065985434,0.00016733262],"category_scores_gemma":[0.00055404624,0.000036835885,0.00009187379,0.00018667283,0.0007803772,0.0005234606,0.00021105341,0.0004951289,0.000006923197],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002632958,0.000591584,0.042817485,0.00005455514,0.00026447972,0.0000029954317,0.12422688,0.00014421683,0.0003447458,0.6876147,0.04952826,0.09414681],"study_design_scores_gemma":[0.005426266,0.00021017758,0.54279447,0.0005830746,0.0004910148,0.00016179556,0.13353199,0.0014860354,0.00012174594,0.13761249,0.17723952,0.0003414486],"about_ca_topic_score_codex":0.013995503,"about_ca_topic_score_gemma":0.0044377646,"teacher_disagreement_score":0.5500022,"about_ca_system_score_codex":0.000060681923,"about_ca_system_score_gemma":0.000073873234,"threshold_uncertainty_score":0.99973005},"labels":[],"label_agreement":null},{"id":"W1989088094","doi":"10.15173/jpc.v1i1.90","title":"“Sticking to their knitting?” A content analysis of gender in Canadian newspaper op-eds","year":2011,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Media Studies and 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","funders":"","keywords":"Newspaper; Globe; Politics; Content analysis; Media studies; Space (punctuation); Sociology; Mass media; Political science; Advertising; Social science; Law; Psychology; Business; Computer science","score_opus":0.2390583653130128,"score_gpt":0.38601484490798055,"score_spread":0.14695647959496774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989088094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96971315,0.002225414,0.00008413783,0.006022304,0.00022823062,0.00024654172,0.0000047503872,0.0000051156003,0.02147037],"genre_scores_gemma":[0.9955589,0.0009923045,0.0029034296,0.00036509807,0.000029907585,0.000010113447,0.0000046854225,0.000005123526,0.00013042215],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99801314,0.00077897264,0.0006109651,0.00006604486,0.00032377944,0.00020711958],"domain_scores_gemma":[0.9978934,0.00035990874,0.00053236703,0.0003978559,0.0006179721,0.00019853233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031257395,0.000071876435,0.0002785561,0.0005802368,0.00035200082,0.000011449966,0.00083633227,0.00007461148,0.00020746373],"category_scores_gemma":[0.00073884334,0.00005716422,0.0001189613,0.00092553324,0.000096472875,0.00017173219,0.00014310666,0.00029505507,0.0000027896092],"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":[0.00018460267,0.0005150997,0.3963396,0.000017997756,0.00080298475,0.0000029025905,0.51494896,0.00010623721,0.0009462388,0.05179547,0.0007794082,0.033560496],"study_design_scores_gemma":[0.00033454946,0.000062608364,0.88913286,0.0002574776,0.00021475126,8.871909e-7,0.08553289,0.00023060387,0.00008774665,0.002658309,0.021348968,0.00013836584],"about_ca_topic_score_codex":0.17840551,"about_ca_topic_score_gemma":0.56432796,"teacher_disagreement_score":0.49279323,"about_ca_system_score_codex":0.00027833538,"about_ca_system_score_gemma":0.000611295,"threshold_uncertainty_score":0.8270656},"labels":[],"label_agreement":null},{"id":"W1989605135","doi":"10.15173/jpc.v3i2.158","title":"Art-science and verbal articulation in hyper-visual techno-culture","year":2014,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Child Development and Digital Technology","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":"Comprehension; Articulation (sociology); Expression (computer science); Psychology; Focus (optics); Multidisciplinary approach; Cognition; Argument (complex analysis); Cognitive science; Cognitive psychology; Visual language; Linguistics; Visual rhetoric; Sociology; Computer science; Rhetoric; Social science","score_opus":0.01610738425703045,"score_gpt":0.34451590415341843,"score_spread":0.328408519896388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989605135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97775465,0.00017654574,0.000120564604,0.007445678,0.00013058064,0.00008912715,1.401979e-7,0.000017092236,0.014265628],"genre_scores_gemma":[0.9979443,0.00011586193,0.0014442732,0.00013037713,0.000035276043,0.0000019158222,0.0000014114078,0.0000023235737,0.00032424572],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989638,0.00012490366,0.00025780118,0.00006768798,0.00046819088,0.0001176335],"domain_scores_gemma":[0.999178,0.00011549733,0.00021482051,0.00010727647,0.0003331952,0.000051228286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022755815,0.00004685597,0.00009669751,0.00019593169,0.0003530507,0.000046779915,0.000321599,0.00008847731,0.000009274843],"category_scores_gemma":[0.0011330992,0.000037144437,0.00001620885,0.00045470597,0.0004061484,0.0006180329,0.00012593747,0.00026408426,0.000005410917],"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":[0.00015238857,0.0006298462,0.08559338,0.00001837473,0.000012210936,0.000002364446,0.025100047,0.000016065529,0.017506829,0.65134984,0.004762513,0.21485612],"study_design_scores_gemma":[0.002049923,0.00031538127,0.4559864,0.0006207677,0.0000183694,0.000049583257,0.016018713,0.0012968177,0.0027322161,0.20631291,0.3141798,0.00041909228],"about_ca_topic_score_codex":0.000011153497,"about_ca_topic_score_gemma":0.0001196522,"teacher_disagreement_score":0.44503695,"about_ca_system_score_codex":0.00013270062,"about_ca_system_score_gemma":0.0002543179,"threshold_uncertainty_score":0.27154163},"labels":[],"label_agreement":null},{"id":"W1994673097","doi":"10.15173/jpc.v3i1.138","title":"Is the communication revolution good for democracy?","year":2013,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"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":"Democracy; Great Rift; Journalism; Democratization; Phenomenon; Communication studies; Digital Revolution; Professional communication; ICTS; Public relations; Political science; Sociology; Law; Media studies; Internet privacy; Information and Communications Technology; Economics; Politics; Management; Computer science; Epistemology","score_opus":0.06558170395612672,"score_gpt":0.4097512246668188,"score_spread":0.34416952071069207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994673097","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46067858,0.0047628735,0.0010944742,0.5203641,0.0015392448,0.0015943496,0.00001000594,0.000035316658,0.009921075],"genre_scores_gemma":[0.98971146,0.0012947887,0.0051046736,0.0013983594,0.0003609631,0.000053421594,0.000008780463,0.000008554047,0.0020589884],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978,0.0011349326,0.00043139845,0.000047734113,0.00041410336,0.00017185748],"domain_scores_gemma":[0.99552745,0.0021588386,0.00067432714,0.0003938258,0.0011614362,0.00008413506],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017748771,0.00006482961,0.00012748963,0.000054848777,0.0017354635,0.000059242288,0.00093405176,0.00012468043,0.0001754414],"category_scores_gemma":[0.0012388523,0.000044830987,0.00012282656,0.00017612311,0.00028583058,0.0005065453,0.0000829083,0.00038535547,0.000028402439],"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":[0.00007302808,0.00039495248,0.01975624,0.000038072485,0.00010627941,1.2057106e-7,0.12661879,0.000003857817,0.00085541257,0.40511668,0.41447783,0.03255876],"study_design_scores_gemma":[0.00063805084,0.00007951948,0.03131873,0.00030175282,0.000076403565,0.0000038964445,0.07792814,0.00018487377,0.00029328026,0.5157319,0.37329593,0.00014754699],"about_ca_topic_score_codex":0.0006968256,"about_ca_topic_score_gemma":0.00013261799,"teacher_disagreement_score":0.5290329,"about_ca_system_score_codex":0.00015791066,"about_ca_system_score_gemma":0.0003780541,"threshold_uncertainty_score":0.9995642},"labels":[],"label_agreement":null},{"id":"W2006819622","doi":"10.15173/jpc.v3i2.161","title":"The superhero and the DJ: Science meets design","year":2014,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Color perception and design","field":"Psychology","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":"VINNOVA","keywords":"Process (computing); Work (physics); Engineering ethics; Computer science; Professional communication; Engineering design process; Design process; Engineering management; Engineering; Work in process; World Wide Web; Mechanical engineering; Operations management","score_opus":0.04570165268705855,"score_gpt":0.38322881449976587,"score_spread":0.3375271618127073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006819622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66558206,0.012438102,0.030362567,0.231858,0.0046750987,0.0013824248,0.0000013073978,0.000054969714,0.053645466],"genre_scores_gemma":[0.9960416,0.00026623195,0.0015837449,0.0007783845,0.00007312434,0.000012165286,2.2691592e-7,0.0000049487203,0.0012395907],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99724466,0.0019181235,0.00031981603,0.00006846133,0.00032856216,0.000120354256],"domain_scores_gemma":[0.996413,0.002456476,0.00029784057,0.0004722503,0.00030455206,0.000055886172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009587838,0.000059442515,0.000104489736,0.000058993486,0.0011284602,0.00007088487,0.0008233528,0.00004222384,0.000124445],"category_scores_gemma":[0.0005269203,0.000026647169,0.000042686617,0.00015727605,0.0009658016,0.00015406898,0.000133437,0.00037390008,0.000029530653],"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":[0.003053636,0.00027431297,0.00091491704,0.000006102624,0.00005329069,0.0000010169977,0.017262053,0.000033449327,0.008908266,0.78329104,0.049723964,0.13647798],"study_design_scores_gemma":[0.012354821,0.0009606081,0.5062771,0.00034994425,0.00015197473,0.000659506,0.022474177,0.006689325,0.00059277506,0.17403018,0.27500185,0.00045776452],"about_ca_topic_score_codex":0.000008933373,"about_ca_topic_score_gemma":0.0000066118278,"teacher_disagreement_score":0.60926086,"about_ca_system_score_codex":0.000030067193,"about_ca_system_score_gemma":0.00010497205,"threshold_uncertainty_score":0.8679318},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7095405,0.0050985473,0.0006734069,0.23073325,0.0005867104,0.000516427,0.0000019418885,0.000022857706,0.0528264],"genre_scores_gemma":[0.99357766,0.0018174293,0.0037655723,0.00016398107,0.000095698866,0.000015261336,0.000004111369,0.000006642348,0.00055362226],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99716455,0.0014118085,0.000675627,0.00005663456,0.0005569979,0.00013436425],"domain_scores_gemma":[0.99664927,0.0006790654,0.001020415,0.0006010896,0.0009817462,0.000068416084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034372704,0.00006760379,0.00015532212,0.000107739615,0.00087281567,0.00007046084,0.0012874812,0.00009454232,0.00020360311],"category_scores_gemma":[0.0005387109,0.000043405464,0.000117445205,0.00031831,0.0002462054,0.0008382146,0.00016885255,0.00046994633,0.000008804408],"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":[0.00009238769,0.0009916277,0.010602302,0.000028848312,0.00019622146,4.5722942e-7,0.06919928,0.00022017393,0.00292995,0.7754279,0.08536675,0.054944135],"study_design_scores_gemma":[0.0010376994,0.0001349456,0.06462067,0.0010540682,0.00016328301,0.000014222926,0.5768426,0.0012267604,0.00054821454,0.2695238,0.0844669,0.00036685204],"about_ca_topic_score_codex":0.0007131686,"about_ca_topic_score_gemma":0.00019496484,"teacher_disagreement_score":0.5076433,"about_ca_system_score_codex":0.00008269104,"about_ca_system_score_gemma":0.00035656375,"threshold_uncertainty_score":0.6713081},"labels":[],"label_agreement":null},{"id":"W2017871626","doi":"10.15173/jpc.v3i2.164","title":"Live programming for robotic fabrication","year":2014,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Music Technology and Sound Studies","field":"Computer Science","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":"Eidgenössische Technische Hochschule Zürich; Singapore-ETH Centre; National Research Foundation Singapore; National University of Singapore; National Research Foundation","keywords":"Computer science; Robot; Task (project management); Process (computing); Human–computer interaction; Inductive programming; Software; Computer programming; Field (mathematics); Programming language; Software engineering; Programming paradigm; Artificial intelligence; Engineering; Systems engineering","score_opus":0.032414444857306456,"score_gpt":0.31712247333918286,"score_spread":0.28470802848187643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017871626","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011576622,0.00061432953,0.97730416,0.009554595,0.00049627374,0.0001713904,1.05174244e-7,0.000038355112,0.00024418463],"genre_scores_gemma":[0.7814466,0.00003706543,0.21806973,0.00017072991,0.00006130693,0.000020117855,0.0000014271207,0.0000029294952,0.00019010987],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99918103,0.00017126356,0.00031370443,0.000075402364,0.00015864268,0.00009997055],"domain_scores_gemma":[0.99805784,0.0004960242,0.00048356137,0.00039948834,0.00053564913,0.000027420281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011465456,0.00005948586,0.00013932404,0.000091917536,0.00032497023,0.000028890365,0.00094618776,0.000067021465,0.0000020776051],"category_scores_gemma":[0.00055503496,0.00004519132,0.000066031185,0.00012401462,0.00005212482,0.00032813035,0.00019554647,0.00022325873,0.000004314878],"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":[0.00004351193,0.00036439276,0.0022681826,0.000050039056,0.00007462227,3.7674815e-7,0.0055487137,0.00015375226,0.0004116538,0.66876376,0.010189891,0.31213108],"study_design_scores_gemma":[0.0025170338,0.0012590777,0.064798385,0.00075396773,0.00009277762,0.00010332833,0.0020842997,0.08238683,0.0007092935,0.65105605,0.1937239,0.0005150764],"about_ca_topic_score_codex":0.0000015248738,"about_ca_topic_score_gemma":0.0000032814562,"teacher_disagreement_score":0.76987,"about_ca_system_score_codex":0.000034650035,"about_ca_system_score_gemma":0.000053865402,"threshold_uncertainty_score":0.24994412},"labels":[],"label_agreement":null},{"id":"W2034590649","doi":"10.15173/jpc.v3i2.162","title":"Social commentary through the transdisciplinary practice of audio-visual performance","year":2014,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Artistic and Creative Research","field":"Arts and Humanities","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":"Premise; Appeal; Social media; Sociology; Visual communication; Style (visual arts); Visual arts; Social practice; Multimedia; Computer science; World Wide Web; Art; Linguistics; Political science","score_opus":0.0682620695989589,"score_gpt":0.41106466929748087,"score_spread":0.34280259969852195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034590649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60071546,0.0013410981,0.0013821678,0.166233,0.0002754272,0.00034229606,0.000012432402,0.000013423062,0.22968471],"genre_scores_gemma":[0.9974523,0.00018130383,0.00046280428,0.0006774539,0.00037943939,0.0000047791577,0.000008444158,0.0000067648025,0.0008266677],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982476,0.0008089216,0.00039191754,0.00004158851,0.0004134525,0.0000965133],"domain_scores_gemma":[0.9978046,0.0010036374,0.0005127255,0.00014648856,0.00051169365,0.00002088605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013960294,0.000064793916,0.0001476318,0.00003098953,0.0009887287,0.000021887368,0.00041474326,0.000027435006,0.00028974938],"category_scores_gemma":[0.000096721065,0.000037289126,0.00007357559,0.000033469194,0.00049247104,0.0005334602,0.000118838005,0.00044483226,0.000006600279],"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":[0.0013439264,0.0013250947,0.0006016969,0.00012860972,0.00021355411,0.0000010829805,0.27296966,0.000021739073,0.00029904977,0.60817146,0.09756548,0.017358625],"study_design_scores_gemma":[0.0013414377,0.0011287082,0.010252926,0.00046699066,0.00015921931,0.0000292234,0.2911185,0.0011021304,0.00038092618,0.015117851,0.678724,0.00017807461],"about_ca_topic_score_codex":0.000022705992,"about_ca_topic_score_gemma":0.000012656964,"teacher_disagreement_score":0.59305364,"about_ca_system_score_codex":0.000031638214,"about_ca_system_score_gemma":0.000059177077,"threshold_uncertainty_score":0.7604602},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5623853,0.043932628,0.0002560996,0.38349417,0.00014997897,0.0004158986,6.0728064e-7,0.000028498418,0.0093367705],"genre_scores_gemma":[0.95811474,0.0316876,0.009146481,0.000508,0.00006083429,0.000024081643,0.0000033448348,0.0000087682,0.0004461638],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9970764,0.0017954671,0.0005206635,0.000082319326,0.00038062493,0.00014451197],"domain_scores_gemma":[0.9969289,0.0010207028,0.000667108,0.00069768546,0.0005852396,0.00010036611],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0035271442,0.00009238984,0.00016705896,0.00009806525,0.0024800925,0.00027810715,0.0010572245,0.00009403949,0.00007265997],"category_scores_gemma":[0.00050406996,0.000063486936,0.00004706286,0.00023894108,0.00041438866,0.0011057162,0.0005404615,0.0006449806,0.00000608127],"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":[0.00004339105,0.0003827222,0.03563609,0.00005066445,0.00019623435,6.80444e-7,0.2349417,0.000028080154,0.00056544796,0.35932502,0.052320454,0.31650952],"study_design_scores_gemma":[0.0006037537,0.00006232112,0.1603604,0.0004094395,0.00010320712,0.000020299509,0.28843096,0.0016926536,0.000027230355,0.31247097,0.23553637,0.0002823951],"about_ca_topic_score_codex":0.0048614834,"about_ca_topic_score_gemma":0.0005531305,"teacher_disagreement_score":0.3957294,"about_ca_system_score_codex":0.00006458247,"about_ca_system_score_gemma":0.00010622999,"threshold_uncertainty_score":0.9988185},"labels":[],"label_agreement":null},{"id":"W2056414693","doi":"10.15173/jpc.v3i1.147","title":"From voter to micro-target: The ever-evolving science of campaigning in U.S elections","year":2013,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Social Media and Politics","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":"Victory; Criticism; Politics; Face (sociological concept); Subject (documents); Reading (process); Political science; Media studies; Instinct; Public relations; Law; Sociology; Psychology; Computer science; Library science; Social science","score_opus":0.03032201262393021,"score_gpt":0.37743063546668154,"score_spread":0.34710862284275135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056414693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98053265,0.00026408548,0.000065695225,0.017348075,0.00054954714,0.00016598421,0.0000013334284,0.0000033360755,0.0010692934],"genre_scores_gemma":[0.9939287,0.000037614445,0.005357863,0.00027928237,0.00023013161,0.000008486349,6.754669e-7,0.0000036295637,0.00015366173],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984733,0.0005083809,0.0003392201,0.00005053195,0.00046105825,0.00016750702],"domain_scores_gemma":[0.99781597,0.0009329058,0.00031032023,0.00018031415,0.0006740236,0.00008646952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014314718,0.000044132274,0.00010946655,0.000141659,0.00061563414,0.000041960902,0.00075055455,0.00005175559,0.00014713798],"category_scores_gemma":[0.0015263966,0.000031187516,0.000041343425,0.000553727,0.00032815788,0.00044185726,0.00010183649,0.00034822227,0.000011388826],"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":[0.00003273953,0.0003336123,0.19343564,0.00000920057,0.000029938885,6.4687333e-7,0.48399204,0.00006366089,0.2979635,0.008477737,0.011934561,0.0037267245],"study_design_scores_gemma":[0.00049555174,0.00009280534,0.56791556,0.00085710577,0.000027433074,0.0000023523753,0.26893914,0.00013748808,0.02849563,0.1242384,0.008584303,0.00021420965],"about_ca_topic_score_codex":0.0044881254,"about_ca_topic_score_gemma":0.00046457874,"teacher_disagreement_score":0.37447992,"about_ca_system_score_codex":0.00019447476,"about_ca_system_score_gemma":0.0007545885,"threshold_uncertainty_score":0.6784733},"labels":[],"label_agreement":null},{"id":"W2057189169","doi":"10.15173/jpc.v3i1.144","title":"How to get “real Italian pizza”","year":2013,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Marketing and Advertising Strategies","field":"Business, Management and Accounting","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":"Constructive; Context (archaeology); The Internet; Field (mathematics); Sociology; Public relations; Media studies; Best practice; Business model; Law and economics; Management; World Wide Web; Computer science; Political science; Marketing; Law; Business; History; Economics","score_opus":0.020371626693293246,"score_gpt":0.2714038899902893,"score_spread":0.25103226329699607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057189169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90489036,0.00020146293,0.00018716973,0.06323976,0.0006136524,0.00020142445,5.4644056e-7,0.000040373623,0.030625245],"genre_scores_gemma":[0.9925496,0.000032030588,0.0023501238,0.0012450792,0.00057963905,0.000008003717,0.000007367847,0.000012596331,0.003215575],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99911064,0.000057793226,0.0003085191,0.00007251358,0.00030866964,0.00014184603],"domain_scores_gemma":[0.99852574,0.00010282731,0.0005000619,0.00026679807,0.0005818916,0.000022686369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000686579,0.000097783755,0.00014919763,0.00018823807,0.0002459298,0.00044494498,0.00051111047,0.000049555827,0.0001503147],"category_scores_gemma":[0.0002840289,0.00007281485,0.0000682931,0.00019965725,0.000031343567,0.001735364,0.00019199829,0.00025455805,0.00009593486],"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":[0.00032441368,0.00081094564,0.049919374,0.0005720239,0.00015253694,0.000012255082,0.0009250631,0.00018581205,0.024892714,0.08502829,0.7422596,0.094916925],"study_design_scores_gemma":[0.0014359626,0.00008930141,0.5877056,0.0027284275,0.00009306332,0.000033742643,0.009098969,0.0016834002,0.00026953267,0.0659483,0.33024073,0.00067299296],"about_ca_topic_score_codex":0.0001809944,"about_ca_topic_score_gemma":0.000023161578,"teacher_disagreement_score":0.53778625,"about_ca_system_score_codex":0.000029059478,"about_ca_system_score_gemma":0.00003905084,"threshold_uncertainty_score":0.42906147},"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":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19883886,0.19969845,0.0008365755,0.48818478,0.0005730716,0.0015563478,0.000021799839,0.000041606105,0.11024849],"genre_scores_gemma":[0.9479225,0.04712868,0.003721991,0.00046693024,0.00003159464,0.000015536303,0.00002302278,0.000009563908,0.00068012805],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99614066,0.002060442,0.0009985409,0.000095422954,0.0005137953,0.00019116474],"domain_scores_gemma":[0.9962641,0.0006876801,0.0014134488,0.00062145904,0.00090008206,0.000113257374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072924793,0.00009661442,0.00023984551,0.0001926058,0.0006996844,0.00006024196,0.0012066704,0.00013202168,0.00033109536],"category_scores_gemma":[0.0016575741,0.00007126431,0.000090917274,0.00074416056,0.00033414006,0.0013672436,0.0002472736,0.0006464507,0.0000073834144],"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":[0.000033532106,0.0010263297,0.069077484,0.00027830753,0.0001230501,7.6720676e-7,0.022003992,0.0000014012946,0.0002319952,0.75402606,0.08751091,0.065686174],"study_design_scores_gemma":[0.0016817853,0.00012272387,0.4136479,0.0097599,0.00013080206,0.00006522904,0.029159093,0.00036268152,0.000041693223,0.09089944,0.4536824,0.0004463568],"about_ca_topic_score_codex":0.00052139955,"about_ca_topic_score_gemma":0.00091125746,"teacher_disagreement_score":0.7490837,"about_ca_system_score_codex":0.00013800604,"about_ca_system_score_gemma":0.0005770538,"threshold_uncertainty_score":0.53814775},"labels":[],"label_agreement":null},{"id":"W2092537634","doi":"10.15173/jpc.v1i1.87","title":"The gendered engagement of Canada’s national affairs and legislative elite, online","year":2011,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Political Influence and Corporate Strategies","field":"Business, Management and Accounting","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":"Parliament; Legislature; Elite; Style (visual arts); Political science; Social media; Public relations; Online forum; Media studies; Sociology; Politics; Law; Internet privacy; History","score_opus":0.10223907515524505,"score_gpt":0.29742166617536464,"score_spread":0.1951825910201196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092537634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71923286,0.0023877532,0.00007975456,0.0123507045,0.0005864094,0.00029570228,0.000017398925,0.000014083612,0.2650353],"genre_scores_gemma":[0.9986033,0.00013028488,0.0004787427,0.0004097014,0.00011770757,0.0000022804759,0.0000069544685,0.0000042930474,0.0002467675],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990004,0.00006332197,0.0004053493,0.000045941986,0.000378101,0.00010692256],"domain_scores_gemma":[0.9981366,0.00018550106,0.0006655056,0.00012598815,0.00087267184,0.000013776163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008589135,0.00006781361,0.00010636206,0.00006277548,0.0003015318,0.000030688567,0.0003176874,0.000026952526,0.000032567936],"category_scores_gemma":[0.0002245458,0.00004242778,0.000030343797,0.0001034842,0.0001279521,0.00061189407,0.00014833602,0.00023592195,7.942058e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023492266,0.00026432358,0.004396372,0.000065605804,0.00011599243,0.000003029003,0.0008142535,0.000020249514,0.0007226695,0.97908115,0.009844207,0.004437226],"study_design_scores_gemma":[0.00080797344,0.000045698805,0.469468,0.0003907281,0.00006431889,0.000009691207,0.026891997,0.0007051866,0.00029131968,0.46086672,0.040246364,0.00021202171],"about_ca_topic_score_codex":0.007880621,"about_ca_topic_score_gemma":0.019243097,"teacher_disagreement_score":0.5182144,"about_ca_system_score_codex":0.00004110894,"about_ca_system_score_gemma":0.00055818056,"threshold_uncertainty_score":0.998726},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9162422,0.0038065047,0.0009840754,0.03748655,0.00042718754,0.0008928247,0.000002362995,0.00003139383,0.040126897],"genre_scores_gemma":[0.9932559,0.0019103971,0.004324789,0.000030080153,0.00002837811,0.000018054241,0.0000037453826,0.000004739705,0.0004238874],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.997688,0.0008062212,0.00079018285,0.000049135913,0.000568974,0.00009746152],"domain_scores_gemma":[0.9959554,0.00043449382,0.001497531,0.0004970998,0.001576255,0.00003921405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002653404,0.00005550263,0.00013409735,0.00012417273,0.00075708254,0.000037969672,0.00094305875,0.00006778354,0.00006528145],"category_scores_gemma":[0.00036083197,0.000037245456,0.00010564494,0.0003900692,0.00017781483,0.000812394,0.00011661127,0.00016834337,0.0000018246953],"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":[0.00013027512,0.00049996655,0.009071031,0.00014982426,0.00035278214,2.3132715e-7,0.049663354,0.00028081963,0.0016915324,0.8573066,0.034164187,0.046689387],"study_design_scores_gemma":[0.0012053222,0.0001635832,0.17858171,0.0010762849,0.00020639351,0.0000075928087,0.40612078,0.002340243,0.0015211623,0.35522395,0.05325147,0.00030149787],"about_ca_topic_score_codex":0.00015921764,"about_ca_topic_score_gemma":0.000057443423,"teacher_disagreement_score":0.50208265,"about_ca_system_score_codex":0.000063144435,"about_ca_system_score_gemma":0.00016611363,"threshold_uncertainty_score":0.58229434},"labels":[],"label_agreement":null},{"id":"W2093859996","doi":"10.15173/jpc.v3i1.136","title":"The argument against winning hearts and minds","year":2013,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Anthropology: Ethics, History, Culture","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":"Argument (complex analysis); Indigenous; Political science; Population; Set (abstract data type); Law; Civilian population; Sociology; Public relations; Media studies; Law and economics; Environmental ethics; Philosophy; Medicine","score_opus":0.040775241249394634,"score_gpt":0.3819716848715438,"score_spread":0.3411964436221492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093859996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6630705,0.013254163,0.000055638393,0.30296886,0.00146837,0.00040108795,7.051833e-7,0.000018407305,0.018762236],"genre_scores_gemma":[0.9922203,0.0019142161,0.001435246,0.00082915823,0.00016394765,0.000008157569,0.0000012939983,0.0000052473924,0.0034224477],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998182,0.0009465176,0.00029884375,0.000053765765,0.00038315216,0.00013574382],"domain_scores_gemma":[0.9982478,0.0005629622,0.00043983484,0.00019424385,0.00047226084,0.00008290302],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023629966,0.00005759942,0.00010281785,0.000034161967,0.002411898,0.00005892156,0.00041339247,0.00012102228,0.00009141814],"category_scores_gemma":[0.00050858274,0.000036082543,0.000041549873,0.00007238036,0.0010645094,0.00034324112,0.000104594954,0.00065229996,0.0000142735635],"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":[0.0001249116,0.0004893601,0.028004369,0.000035464356,0.00017146127,0.000005447253,0.28798392,0.000021784914,0.0058768806,0.1469621,0.45034936,0.07997492],"study_design_scores_gemma":[0.0004522545,0.00008240444,0.043173816,0.00034752174,0.000022190825,0.000012800649,0.1512117,0.000057402274,0.00009491338,0.020366412,0.7840193,0.00015932287],"about_ca_topic_score_codex":0.00018729358,"about_ca_topic_score_gemma":0.00027407237,"teacher_disagreement_score":0.3336699,"about_ca_system_score_codex":0.00014038869,"about_ca_system_score_gemma":0.0002517759,"threshold_uncertainty_score":0.9988868},"labels":[],"label_agreement":null},{"id":"W2217736073","doi":"","title":"A specialized parallel corpus of english and spanish free trade agreements for the study of specialized collocations","year":2011,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"linguistics and terminology studies","field":"Arts and Humanities","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":"Computer science; Linguistics; Natural language processing","score_opus":0.1479343314015869,"score_gpt":0.3212929148086007,"score_spread":0.17335858340701382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2217736073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97372013,0.0035326197,0.00008142014,0.0011166403,0.004047786,0.001774286,0.000111818816,0.000010970151,0.015604307],"genre_scores_gemma":[0.99768543,0.00040926627,0.000982869,0.00003530014,0.00049799203,0.000026568696,0.0000035324238,0.000006923175,0.00035214244],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99890745,0.00015781219,0.0006166922,0.000055481512,0.00018906551,0.000073472256],"domain_scores_gemma":[0.997209,0.00053963705,0.00095671596,0.00030897904,0.00096476404,0.000020884037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005258377,0.00007805366,0.00027148417,0.00006890129,0.00040044019,0.000013270234,0.00045370366,0.00002988304,0.000075418124],"category_scores_gemma":[0.0006127953,0.000049332626,0.0000683607,0.00002794278,0.00031006205,0.000071845876,0.00015224532,0.00014095694,1.324939e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014689097,0.0039716735,0.011311186,0.00008794391,0.0011194794,0.0000013275211,0.56899506,0.0000015414407,0.00007909002,0.39700148,0.0137742,0.0021881328],"study_design_scores_gemma":[0.01976597,0.0035072148,0.29615343,0.00059281266,0.0015972719,0.000005595709,0.33498782,0.00008753237,0.00029261148,0.11962697,0.22299336,0.00038941708],"about_ca_topic_score_codex":0.00011323567,"about_ca_topic_score_gemma":0.001097494,"teacher_disagreement_score":0.28484225,"about_ca_system_score_codex":0.000013097224,"about_ca_system_score_gemma":0.000059326852,"threshold_uncertainty_score":0.30799025},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930175,0.0002324947,0.0011140383,0.003604691,0.00022806776,0.00078737247,9.1129755e-7,0.000020601603,0.0009943221],"genre_scores_gemma":[0.9877413,0.00003047337,0.011446448,0.00020183559,0.00009791787,0.00017867342,0.000005911724,0.000013889417,0.00028357812],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99521416,0.0029630756,0.0007139128,0.00014445581,0.00076923065,0.0001951456],"domain_scores_gemma":[0.997083,0.00031057527,0.00059364806,0.00084776775,0.00088686333,0.00027816114],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009497474,0.00012265495,0.00020810544,0.00030952742,0.0018947704,0.00014895869,0.0012784697,0.0001166194,0.00001343592],"category_scores_gemma":[0.00036015167,0.000096482756,0.00004865171,0.0005908648,0.00008992405,0.0024878632,0.00032558246,0.0010864467,0.0000021814185],"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":[0.00024464627,0.0031287982,0.02431796,0.0000048909556,0.000049285863,0.00005216125,0.89889115,0.03649085,0.0006557111,0.019581232,0.0011316745,0.0154516455],"study_design_scores_gemma":[0.001007875,0.00034407535,0.0054926183,0.00012569365,0.000036905192,0.000112673915,0.9596664,0.010679427,0.00001269324,0.010872969,0.011427594,0.00022109682],"about_ca_topic_score_codex":0.0290661,"about_ca_topic_score_gemma":0.57198304,"teacher_disagreement_score":0.54291695,"about_ca_system_score_codex":0.0011634858,"about_ca_system_score_gemma":0.0019976532,"threshold_uncertainty_score":0.9994046},"labels":[],"label_agreement":null},{"id":"W2289549626","doi":"10.15173/jpc.v4i1.2619","title":"American Peanut Council Case Study","year":2015,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Food Safety and Hygiene","field":"Agricultural and Biological 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":"Consumer confidence index; Work (physics); Public relations; Product (mathematics); Business; Food safety; Marketing; Consumption (sociology); Engineering; Political science","score_opus":0.18690376140386286,"score_gpt":0.33228094252428286,"score_spread":0.14537718112042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2289549626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99390113,0.00039379642,0.0000022428637,0.004672805,0.00015181978,0.00009898581,0.0000025189786,0.000009373111,0.000767331],"genre_scores_gemma":[0.99896854,0.00003231337,0.00043713683,0.000174115,0.00013061643,0.0000029633602,0.0000037856983,5.585416e-7,0.00024995478],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99841094,0.0005539532,0.00033629147,0.00006146963,0.0005454153,0.00009193315],"domain_scores_gemma":[0.99823797,0.00021872415,0.00045053827,0.00009422442,0.0008790795,0.00011946832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022973004,0.00006619575,0.00014899227,0.00001006283,0.00021125542,0.000021420668,0.0003746856,0.00002213593,0.000039976658],"category_scores_gemma":[0.00018934089,0.000023228264,0.00005407278,0.0002126294,0.00006297162,0.00019173927,0.00012816118,0.0002665538,0.00001022831],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003237656,0.012680336,0.07976334,0.000017542512,0.00031634665,0.0025689895,0.035556346,0.00017394611,0.025714932,0.0009697714,0.08087457,0.7581262],"study_design_scores_gemma":[0.0030883967,0.013017507,0.28994143,0.00020061148,0.00013474899,0.007844038,0.4839732,0.00023960746,0.0003192726,0.0027970586,0.19785596,0.00058813614],"about_ca_topic_score_codex":0.0006021786,"about_ca_topic_score_gemma":0.0019751035,"teacher_disagreement_score":0.7575381,"about_ca_system_score_codex":0.00011977848,"about_ca_system_score_gemma":0.00012782379,"threshold_uncertainty_score":0.16248272},"labels":[],"label_agreement":null},{"id":"W2290654581","doi":"10.15173/jpc.v4i1.2593","title":"Public relations in the interactive era","year":2015,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Language, Metaphor, and Cognition","field":"Psychology","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":"Postmodernism; Interactivity; Digital era; Sociology; Rationality; Modernism (music); Communication studies; Media studies; Public relations; The Internet; Epistemology; Law; Aesthetics; Political science; Social science; Computer science; Multimedia; Philosophy; World Wide Web","score_opus":0.1302263170331317,"score_gpt":0.4101277875357212,"score_spread":0.2799014705025895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290654581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8378672,0.0030183068,0.00080062856,0.035503577,0.0013978326,0.00028351368,0.0000040760224,0.000012977408,0.12111188],"genre_scores_gemma":[0.9974008,0.000020750875,0.0006864726,0.00069564726,0.000113354676,0.000020592655,0.000021086555,0.0000059913145,0.001035272],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9975257,0.0016508348,0.0003889477,0.000054828113,0.00028477598,0.00009491353],"domain_scores_gemma":[0.9981872,0.00055629184,0.00043893288,0.0003265948,0.00044395923,0.000047054607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002312879,0.000059488524,0.00010514302,0.00017382133,0.00010118986,0.000028588476,0.00048998295,0.00007207994,0.00030797615],"category_scores_gemma":[0.00045912823,0.000036165944,0.000057638797,0.00025436364,0.000044444037,0.00042191253,0.000051945277,0.0008170188,0.000102197126],"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":[0.0015184969,0.0052204044,0.033636894,0.00001320366,0.00031301327,0.00006967638,0.3054216,0.000024271045,0.0005710154,0.3662527,0.21329723,0.07366153],"study_design_scores_gemma":[0.0043022693,0.00044457076,0.5153576,0.00034647377,0.000093908035,0.000552894,0.22052519,0.0001250333,0.00005071763,0.20724122,0.05070751,0.00025258726],"about_ca_topic_score_codex":0.000033645898,"about_ca_topic_score_gemma":0.00006168313,"teacher_disagreement_score":0.48172072,"about_ca_system_score_codex":0.00008025381,"about_ca_system_score_gemma":0.00015335345,"threshold_uncertainty_score":0.35495853},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3894534,0.02520628,0.0021227535,0.41868556,0.0006642944,0.0006243854,0.00000477035,0.00003276972,0.16320577],"genre_scores_gemma":[0.99205613,0.0013986493,0.0031069329,0.000095772484,0.0000536781,0.0000072092093,0.000004181264,0.000004363649,0.0032731022],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99649966,0.002349232,0.000523672,0.000041593405,0.0004957901,0.00009003047],"domain_scores_gemma":[0.9963923,0.0010973918,0.00087418465,0.0004092035,0.0011226793,0.000104258426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008491943,0.000049348964,0.00014727697,0.00020094289,0.00061965577,0.00003810114,0.00071015314,0.000058160524,0.000049710256],"category_scores_gemma":[0.0018575562,0.000031358813,0.0000620794,0.0005351023,0.00060731306,0.00071634474,0.00016624735,0.0003866453,0.0000037975776],"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":[0.000057062778,0.0001287676,0.008583043,0.0000027814979,0.000032458724,6.751082e-8,0.020088447,0.000018497733,0.000011858351,0.95526385,0.0095426645,0.006270507],"study_design_scores_gemma":[0.002685255,0.000044681874,0.031305876,0.00017051055,0.00005947056,0.000008494759,0.071240604,0.0007805148,0.000011846896,0.2865071,0.6070624,0.00012322671],"about_ca_topic_score_codex":0.00014559345,"about_ca_topic_score_gemma":0.0007121176,"teacher_disagreement_score":0.6687567,"about_ca_system_score_codex":0.00008473803,"about_ca_system_score_gemma":0.0006319984,"threshold_uncertainty_score":0.47659537},"labels":[],"label_agreement":null},{"id":"W2322206017","doi":"10.15173/jpc.v2i2.134","title":"JPC Editorial Advisory Board 2012, Issue 2","year":2013,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; McMaster University; Carleton University; Queen's University","funders":"","keywords":"Editorial board; Advisory committee; Political science; Computer science; Library science; Public administration","score_opus":0.03387874908592453,"score_gpt":0.2558288323432388,"score_spread":0.22195008325731425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322206017","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14856713,0.023909148,0.00042624245,0.019686436,0.30763415,0.00081110204,0.00013062563,0.00005544798,0.4987797],"genre_scores_gemma":[0.52637947,0.002559177,0.0062347027,0.00081402884,0.019086529,0.000042558935,0.000020199988,0.000036960348,0.4448264],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988828,0.000044522327,0.0007430959,0.000112254434,0.00007324929,0.00014412017],"domain_scores_gemma":[0.99832386,0.000111775866,0.00094486173,0.00033077615,0.00021564809,0.000073061194],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011047274,0.000085693195,0.0002810144,0.00016207884,0.00020096869,0.000062023304,0.0005263524,0.00008774002,0.012771195],"category_scores_gemma":[0.00015359752,0.00007880996,0.000117559706,0.00008717039,0.00008357735,0.0009545216,0.00019176332,0.00030407365,0.012983381],"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":[0.000015989597,0.00009187668,0.0014437499,0.000006661373,0.00003913428,1.5224659e-7,0.00047465335,0.0000090704325,0.000034580153,0.008525667,0.9888521,0.00050638115],"study_design_scores_gemma":[0.00053115364,0.00003835988,0.007548175,0.00004756496,0.00000544956,0.0000021674207,0.0010139635,0.00008992498,0.000018101837,0.021309685,0.9692868,0.000108670865],"about_ca_topic_score_codex":0.00006841676,"about_ca_topic_score_gemma":0.0000028557283,"teacher_disagreement_score":0.37781233,"about_ca_system_score_codex":0.000087780165,"about_ca_system_score_gemma":0.000037610105,"threshold_uncertainty_score":0.9881313},"labels":[],"label_agreement":null},{"id":"W2325219427","doi":"10.15173/jpc.v2i1.120","title":"JPC Editorial Advisory Board 2012","year":2013,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Editorial board; Political science; Computer science; Library science","score_opus":0.04041999396096234,"score_gpt":0.25286747016707384,"score_spread":0.21244747620611149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325219427","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24820252,0.022332324,0.00057117466,0.013302353,0.27337673,0.00073588896,0.00011696701,0.000051332183,0.4413107],"genre_scores_gemma":[0.7968083,0.0014973856,0.004489202,0.00044937295,0.009605881,0.00002888606,0.000012507589,0.000024281762,0.18708415],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989607,0.000040159266,0.0006975946,0.000099644414,0.000067163026,0.0001347712],"domain_scores_gemma":[0.998423,0.0001067861,0.00090567424,0.00029949326,0.00019706272,0.00006800897],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010868595,0.00007690856,0.00025408604,0.00015146575,0.00018435609,0.00005491225,0.00047620182,0.00007823418,0.0074739284],"category_scores_gemma":[0.00013982698,0.000070298636,0.00011502506,0.00008027067,0.00007761112,0.0009628241,0.00017496632,0.00028213553,0.0077222376],"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":[0.00001521857,0.00008790674,0.002245638,0.000005476374,0.0000376303,1.2543723e-7,0.00040594974,0.000008198908,0.000037595793,0.016267529,0.98049283,0.00039591844],"study_design_scores_gemma":[0.00065844797,0.000043273,0.015883079,0.000055124583,0.0000064423502,0.0000027896892,0.0010694929,0.00010914431,0.000018556773,0.039719194,0.9423049,0.00012957731],"about_ca_topic_score_codex":0.000050036335,"about_ca_topic_score_gemma":0.0000025566062,"teacher_disagreement_score":0.5486058,"about_ca_system_score_codex":0.0000839691,"about_ca_system_score_gemma":0.000035605222,"threshold_uncertainty_score":0.99343336},"labels":[],"label_agreement":null},{"id":"W2342838909","doi":"10.15173/jpc.v4i2.2631","title":"Preparing for the coming storm: Exploring interactions between corporate values and crisis management","year":2016,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Leadership and Management in Organizations","field":"Business, Management and Accounting","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":"Panacea (medicine); Crisis management; Public relations; Corporate communication; Crisis communication; Crisis response; Political science; Organizational culture; Ethical values; Business; Corporate social responsibility; Management; Sociology; Law; Economics; Social science","score_opus":0.15686685316597004,"score_gpt":0.3205065868075692,"score_spread":0.16363973364159917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342838909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6129245,0.001265397,0.17319745,0.20232709,0.0036474257,0.0019234353,0.0000090342755,0.00017167373,0.004534006],"genre_scores_gemma":[0.995567,0.0003383505,0.002242316,0.0006429416,0.0004684975,0.000043686898,0.0000056012723,0.00001755878,0.00067403825],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992066,0.000036881313,0.00036686694,0.000087104,0.00018879432,0.00011376955],"domain_scores_gemma":[0.9981546,0.00049205206,0.00078952557,0.000262343,0.00028994877,0.000011569725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009606896,0.0000899093,0.00012100719,0.00019720587,0.00064082997,0.0001287646,0.00041432807,0.000021835885,0.000024221834],"category_scores_gemma":[0.00013077262,0.000051518407,0.00005403504,0.00017828656,0.000046902063,0.0018681971,0.0003737799,0.00012717662,0.00000846806],"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":[0.0003704004,0.00052646844,0.16592003,0.00095600175,0.0015911061,0.0000030619642,0.004504608,0.00018305895,0.0017772666,0.31138173,0.29434493,0.21844134],"study_design_scores_gemma":[0.004149864,0.000060332764,0.26163492,0.0023649787,0.0017764475,0.000011374068,0.05121834,0.0011877822,0.0005251731,0.17977004,0.49660572,0.0006950267],"about_ca_topic_score_codex":0.000012379291,"about_ca_topic_score_gemma":0.000014645907,"teacher_disagreement_score":0.3826425,"about_ca_system_score_codex":0.0000499321,"about_ca_system_score_gemma":0.000010089262,"threshold_uncertainty_score":0.49288106},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09111121,0.004583904,0.011377018,0.8273231,0.0006737039,0.00051301374,0.00001821555,0.00010604411,0.0642938],"genre_scores_gemma":[0.974717,0.005715065,0.012510518,0.0005128522,0.00009727952,0.000022025237,0.000014918135,0.000014891011,0.0063954582],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.995871,0.0021718824,0.00092653814,0.00011124212,0.00068309513,0.0002362306],"domain_scores_gemma":[0.99282825,0.0014017038,0.0020667121,0.0016405231,0.0018602184,0.0002025987],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004665095,0.00011486859,0.00020941123,0.00036737786,0.0019361167,0.00012490734,0.0024773537,0.00018580732,0.0006119441],"category_scores_gemma":[0.0016411224,0.000082231294,0.00015899258,0.00071445823,0.00061208865,0.0021114077,0.0004219742,0.0004891199,0.00011270833],"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":[0.00003259148,0.0004951412,0.032960743,0.000005113249,0.00010665564,4.8136724e-7,0.008236236,0.0000015843736,0.0015473953,0.84983975,0.053906355,0.052867986],"study_design_scores_gemma":[0.0008164312,0.000036576654,0.02955552,0.00044283018,0.00004078743,0.000010138968,0.0058239363,0.00010636243,0.00006282592,0.10985959,0.8530339,0.00021112434],"about_ca_topic_score_codex":0.000048627266,"about_ca_topic_score_gemma":0.00017547722,"teacher_disagreement_score":0.8836058,"about_ca_system_score_codex":0.00038878276,"about_ca_system_score_gemma":0.001116935,"threshold_uncertainty_score":0.99936324},"labels":[],"label_agreement":null},{"id":"W2343432167","doi":"10.15173/jpc.v4i2.2636","title":"Journalism students’ profile and their perceptions of journalism education in Brazil: A comparative analysis of local and national scenarios","year":2016,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Media Studies and 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":"Universidade de Brasília","keywords":"Journalism; Modalities; Perception; Higher education; Political science; Sociology; Professional communication; Public relations; Library science; Media studies; Psychology; Management; Social science; Law; Computer science","score_opus":0.04395830437863362,"score_gpt":0.4341169638615954,"score_spread":0.39015865948296174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343432167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98621523,0.0029271992,0.00055736565,0.009154407,0.00009923164,0.00019885665,0.000014557488,0.000002557933,0.00083057926],"genre_scores_gemma":[0.99163336,0.007029912,0.0010252319,0.0000764253,0.00003928379,0.000010828704,0.0000066214175,0.0000038828634,0.00017445059],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969873,0.0012748318,0.0008530677,0.000086931985,0.00068350026,0.00011441088],"domain_scores_gemma":[0.9959169,0.0010179626,0.0013101371,0.00020371556,0.0014557316,0.000095564246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032297599,0.00009719255,0.0004191429,0.00059066934,0.0003561083,0.000023439423,0.0005263075,0.00008981613,0.000094426796],"category_scores_gemma":[0.00029569707,0.00006278495,0.00010242135,0.0005728706,0.0005986548,0.0004564085,0.00019824803,0.00029712383,4.605987e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005851565,0.0032144454,0.5868059,0.0000797291,0.0016710048,5.547553e-7,0.21765977,0.000104504295,0.013133423,0.09906272,0.0031750144,0.07450777],"study_design_scores_gemma":[0.0009312136,0.00010246902,0.8878895,0.00091088057,0.00017701107,0.000007425092,0.10110484,0.00023231289,0.00013595812,0.0067923423,0.0016022676,0.00011376198],"about_ca_topic_score_codex":0.00026805315,"about_ca_topic_score_gemma":0.0016525332,"teacher_disagreement_score":0.30108362,"about_ca_system_score_codex":0.00018486005,"about_ca_system_score_gemma":0.0007790819,"threshold_uncertainty_score":0.27389333},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.847943,0.00055196596,0.0013007896,0.14725004,0.00009656528,0.00076223095,0.000010700376,0.00000806197,0.0020766272],"genre_scores_gemma":[0.9946737,0.00071696594,0.0033382755,0.00007336213,0.000029885989,0.000011514399,0.0000077944105,0.0000058934384,0.0011426046],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99732393,0.00181508,0.00037596488,0.000091265305,0.00027943912,0.00011434989],"domain_scores_gemma":[0.9973716,0.000736775,0.00090405723,0.00035298907,0.00056864857,0.00006592236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003390634,0.00006941051,0.0001340122,0.00013162193,0.0008879732,0.00004565949,0.0004812437,0.000068147194,0.000024045938],"category_scores_gemma":[0.0003941468,0.00004162356,0.00003349818,0.00021867792,0.00024361219,0.0016159825,0.0002932949,0.00022182999,3.7161556e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008432983,0.00158787,0.20380329,0.000115481984,0.00035129758,0.0000013532197,0.07955485,0.000045323362,0.0024325382,0.6453726,0.0054691355,0.060422946],"study_design_scores_gemma":[0.0036836348,0.0002912131,0.6166311,0.0023333142,0.0001924527,0.000016267737,0.059248824,0.0002733801,0.00006712484,0.0052497066,0.3117547,0.00025827566],"about_ca_topic_score_codex":0.000060703216,"about_ca_topic_score_gemma":0.0023290555,"teacher_disagreement_score":0.6401229,"about_ca_system_score_codex":0.0001855576,"about_ca_system_score_gemma":0.0002772842,"threshold_uncertainty_score":0.6829662},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07808309,0.0021103118,0.017043458,0.79079473,0.00090592034,0.00051297754,0.0000102039685,0.00012761528,0.110411674],"genre_scores_gemma":[0.9746998,0.0018575098,0.006710767,0.00013720481,0.00015848121,0.00002336298,0.000011819126,0.000014275105,0.0163868],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.994646,0.0033130331,0.0008868299,0.00010916262,0.00078262575,0.0002623092],"domain_scores_gemma":[0.9930933,0.0028620218,0.0011659953,0.0007894041,0.0018432209,0.0002460721],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006738272,0.00010664218,0.00018660285,0.0004533184,0.002379659,0.00015688332,0.0013607871,0.0002269355,0.0013472459],"category_scores_gemma":[0.008511935,0.000064609245,0.00013056533,0.00088187907,0.0003673386,0.0031647482,0.00018868779,0.0006231572,0.000120077566],"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":[0.000044895456,0.00036110287,0.022678036,0.0000027064898,0.00005272361,7.226868e-7,0.0032715127,0.0000016871724,0.00019233557,0.906571,0.031366844,0.03545644],"study_design_scores_gemma":[0.0008238677,0.00005006456,0.051172245,0.00023346997,0.000029738389,0.000017235461,0.0072652153,0.00003286783,0.000011379175,0.08077039,0.85941476,0.00017873844],"about_ca_topic_score_codex":0.000025138354,"about_ca_topic_score_gemma":0.00074012426,"teacher_disagreement_score":0.8966167,"about_ca_system_score_codex":0.000458388,"about_ca_system_score_gemma":0.0018269882,"threshold_uncertainty_score":0.9998398},"labels":[],"label_agreement":null},{"id":"W2344706066","doi":"10.15173/jpc.v4i2.2917","title":"Editorial Advisory Board JPC 4(2)","year":2016,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Communication in Education and Healthcare","field":"Psychology","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":"Hamilton Health Sciences; McMaster University; Carleton University; Queen's University","funders":"","keywords":"Editorial board; Advisory committee; Investor relations; Political science; Computer science; Business; Library science; Public administration; Strategic management; Marketing","score_opus":0.0564155518885818,"score_gpt":0.4487987040230772,"score_spread":0.39238315213449537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344706066","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21216778,0.010853556,0.0019902019,0.26136023,0.45756042,0.0008622431,0.000033556033,0.00016086557,0.055011153],"genre_scores_gemma":[0.96568066,0.00074281596,0.002956668,0.00072112697,0.019644773,0.00003892513,0.0000079318825,0.000024661458,0.010182459],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974385,0.0010571537,0.0008018871,0.00010070214,0.0004314844,0.00017027683],"domain_scores_gemma":[0.9958077,0.0010393291,0.0009607906,0.0010373933,0.0010106409,0.0001441119],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014499725,0.00010515768,0.00019831372,0.00018966742,0.00025752242,0.00001501454,0.0010145962,0.00018161321,0.0027070292],"category_scores_gemma":[0.00034999958,0.00006804138,0.00012071352,0.00015530559,0.00011830959,0.0002771867,0.0001563506,0.0005624121,0.00030740313],"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":[0.00031856654,0.0004642201,0.006257194,0.000008670169,0.00004327114,3.936311e-7,0.0029089465,2.4048492e-7,0.0016525579,0.03164995,0.9190655,0.03763051],"study_design_scores_gemma":[0.0013836069,0.00013234545,0.07048591,0.00032207498,0.000017804705,0.000023646242,0.0030097738,7.62194e-7,0.00006509489,0.009314051,0.9151233,0.000121652665],"about_ca_topic_score_codex":0.000025504753,"about_ca_topic_score_gemma":0.000015444823,"teacher_disagreement_score":0.75351286,"about_ca_system_score_codex":0.00016566156,"about_ca_system_score_gemma":0.0003759821,"threshold_uncertainty_score":0.99820465},"labels":[],"label_agreement":null},{"id":"W2345793627","doi":"10.15173/jpc.v4i2.2914","title":"The buzz about strategy","year":2016,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Organizational Leadership and Management Strategies","field":"Business, Management and Accounting","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":"Marketing buzz; Multitude; Strategic management; Strategic thinking; Key (lock); Public relations; Strategic communication; Strategic planning; Business; Political science; Sociology; Marketing; Computer science; Advertising; Law","score_opus":0.03297420124089008,"score_gpt":0.27922301506228175,"score_spread":0.2462488138213917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345793627","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37988284,0.0068954476,0.0056434204,0.46437514,0.0048843664,0.00091559044,0.0000046733103,0.0002034008,0.13719513],"genre_scores_gemma":[0.99507016,0.00032423285,0.000114308474,0.00078691496,0.0006069184,0.0000033256426,0.000003186665,0.0000113391,0.0030796384],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990615,0.00004711076,0.0003725264,0.000057710928,0.00033592802,0.00012519657],"domain_scores_gemma":[0.99829817,0.00027098285,0.0006468487,0.00025248877,0.0005223117,0.0000092116325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008840211,0.000081197846,0.00009175541,0.000099972625,0.00038711447,0.00015857095,0.0006580707,0.00003909809,0.00014774401],"category_scores_gemma":[0.00023270388,0.000037879956,0.000056513596,0.00019826657,0.00010298097,0.0014383479,0.00015873207,0.00014796438,0.00011541347],"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":[0.00009792798,0.00009605617,0.004469982,0.000030840125,0.00004891985,0.0000017281477,0.00005252817,0.00001427396,0.0015740674,0.9212878,0.050162286,0.022163626],"study_design_scores_gemma":[0.0011543359,0.0000311746,0.16260849,0.0005213785,0.00006722873,0.000008984278,0.0029221606,0.00006856824,0.00017304222,0.20714594,0.6250787,0.0002200448],"about_ca_topic_score_codex":0.000007732937,"about_ca_topic_score_gemma":0.00002127212,"teacher_disagreement_score":0.71414185,"about_ca_system_score_codex":0.000029303828,"about_ca_system_score_gemma":0.000060544142,"threshold_uncertainty_score":0.29774106},"labels":[],"label_agreement":null},{"id":"W2345842746","doi":"10.15173/jpc.v4i2.2345","title":"Visualizing communication patterns among expert and novice counselors","year":2016,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Qualitative Research Methods and Applications","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":"Conversation; Portrait; Professional communication; Visualization; Computer science; Human–computer interaction; Psychology; Multimedia; World Wide Web; Communication; Artificial intelligence; Visual arts","score_opus":0.12071712960840739,"score_gpt":0.5429083218616941,"score_spread":0.4221911922532867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345842746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9394094,0.0026320717,0.017187752,0.038240846,0.0000894413,0.00029861604,0.000008036182,0.000023095094,0.0021107392],"genre_scores_gemma":[0.97379893,0.012022273,0.013403564,0.00014065097,0.000080779275,0.00002648588,0.0000030827894,0.000009738382,0.0005145244],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99530727,0.0034324,0.00044807297,0.000089056964,0.0005556037,0.00016760919],"domain_scores_gemma":[0.99505377,0.0031009114,0.00058131584,0.0003547814,0.000758212,0.00015102464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006890892,0.000076733726,0.00015771182,0.00011471893,0.00095360324,0.000056705874,0.0006396629,0.00008429075,0.00011177547],"category_scores_gemma":[0.0010299892,0.00005054038,0.000054461685,0.00018104342,0.0005554635,0.00074272486,0.00014771802,0.0002731702,0.000005352624],"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":[0.00018214258,0.00069221837,0.069765456,0.000048508107,0.00012653242,0.0000018531542,0.12193346,0.0000010302684,0.029723233,0.48345432,0.0059831175,0.28808814],"study_design_scores_gemma":[0.0026560326,0.00024572352,0.41295147,0.0044507445,0.000052012758,0.000015522479,0.16250223,0.000104559746,0.0024349536,0.1445829,0.26935998,0.00064388686],"about_ca_topic_score_codex":0.00044610244,"about_ca_topic_score_gemma":0.00039236888,"teacher_disagreement_score":0.343186,"about_ca_system_score_codex":0.00013505996,"about_ca_system_score_gemma":0.00020858932,"threshold_uncertainty_score":0.73344415},"labels":[],"label_agreement":null},{"id":"W2346053913","doi":"10.15173/jpc.v4i2.2916","title":"Communications, career, and industry: The journey and the lessons","year":2016,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":1,"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":"General partnership; Management; Political science; Professional communication; Public relations; Library science; Sociology; Law; Economics; Computer science","score_opus":0.08365719718224403,"score_gpt":0.40250318266617285,"score_spread":0.31884598548392884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346053913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60402304,0.017367736,0.00013775397,0.37525007,0.00038938338,0.00019644124,0.000010523925,0.0000067376473,0.0026182763],"genre_scores_gemma":[0.9922662,0.0052033346,0.00033743595,0.00063364074,0.000066344954,0.000014463484,0.0000014541379,0.000007764677,0.0014693728],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983085,0.0010111284,0.00035611945,0.00005702565,0.00016561672,0.00010160179],"domain_scores_gemma":[0.9968187,0.0015019578,0.0005311725,0.00091373705,0.0001850933,0.000049303017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002528514,0.000074864416,0.0001363346,0.00004777636,0.00057826686,0.00003331975,0.0009516432,0.00012342166,0.000057014106],"category_scores_gemma":[0.00013926551,0.000028811539,0.000039059945,0.00008303454,0.00067963585,0.00015935251,0.00040753727,0.0009155831,0.0000043930413],"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":[0.00059069716,0.0001828239,0.0402163,0.000009987787,0.00019025418,0.0000010968913,0.01306575,8.9009916e-7,0.00028210317,0.7636935,0.01957124,0.16219532],"study_design_scores_gemma":[0.006118329,0.00013683706,0.7529513,0.0007162535,0.00013012913,0.00064497365,0.012125934,0.00038081186,0.000014394904,0.05203469,0.1745373,0.00020900695],"about_ca_topic_score_codex":0.00004126439,"about_ca_topic_score_gemma":0.000050102655,"teacher_disagreement_score":0.71273506,"about_ca_system_score_codex":0.000024346566,"about_ca_system_score_gemma":0.000064344575,"threshold_uncertainty_score":0.44476196},"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":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03892569,0.008293107,0.0074087814,0.8778946,0.0011587308,0.0003526322,0.000002111778,0.00004367566,0.0659207],"genre_scores_gemma":[0.9709721,0.0062101786,0.001837673,0.00016428759,0.00021343584,0.0000052812406,0.0000013335631,0.0000062494164,0.02058944],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99769306,0.0011429071,0.00046007038,0.000050293336,0.00050602027,0.0001476331],"domain_scores_gemma":[0.9965959,0.0014437243,0.00069430686,0.00058060227,0.00057153736,0.00011390788],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0036031788,0.000057508943,0.00009438326,0.00006435553,0.0016356657,0.000086807704,0.001390989,0.00008562018,0.00011727511],"category_scores_gemma":[0.0012066585,0.00002827349,0.00008636192,0.00021161058,0.00024565659,0.000680196,0.00014646027,0.0002697314,0.00003221404],"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":[0.00007724786,0.0001107099,0.0016912242,0.0000011370429,0.00003700879,2.3837225e-7,0.003453439,0.0000024943818,0.00062903925,0.62477314,0.15609622,0.21312808],"study_design_scores_gemma":[0.00032789705,0.000021161672,0.010075088,0.00010648489,0.000010923142,0.0000033295696,0.0023471934,0.000009430914,0.00004239879,0.078823,0.9081789,0.000054165936],"about_ca_topic_score_codex":0.0000811437,"about_ca_topic_score_gemma":0.00045760424,"teacher_disagreement_score":0.9320464,"about_ca_system_score_codex":0.00016708169,"about_ca_system_score_gemma":0.0008432562,"threshold_uncertainty_score":0.99966407},"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":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3515191,0.00027921228,0.005023582,0.64122987,0.00007322593,0.00030827703,0.0000036087697,0.0000054051366,0.0015577181],"genre_scores_gemma":[0.9959112,0.00038121347,0.0025900428,0.00066486484,0.00005140454,0.0000070838323,4.2286413e-7,0.000004640526,0.00038914446],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99812317,0.001023122,0.00033868704,0.00006495268,0.00034436793,0.00010571035],"domain_scores_gemma":[0.9976983,0.001157135,0.0003510058,0.00019518324,0.00051449914,0.0000838522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002227214,0.000055521803,0.00012193633,0.00007738807,0.00089873985,0.000053944797,0.00037769217,0.00007245643,0.000025266196],"category_scores_gemma":[0.0024971792,0.000031936106,0.000025375602,0.0003208827,0.00027426475,0.00045741044,0.00028325382,0.00018397771,0.0000010289048],"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":[0.00013098294,0.00014315416,0.0028326411,0.0000123776335,0.000032226915,2.5580226e-7,0.059973523,0.000004738216,0.0019693244,0.9152752,0.015572705,0.004052875],"study_design_scores_gemma":[0.0025762222,0.00042283576,0.08682505,0.0027087575,0.00014099071,0.00004809795,0.4858439,0.000051915442,0.0011795965,0.13238305,0.2872796,0.0005399866],"about_ca_topic_score_codex":0.000036481088,"about_ca_topic_score_gemma":0.00029743492,"teacher_disagreement_score":0.78289217,"about_ca_system_score_codex":0.00016973981,"about_ca_system_score_gemma":0.0005258496,"threshold_uncertainty_score":0.6912471},"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":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07730171,0.0019757089,0.031762775,0.8546887,0.00038696287,0.0013302346,0.000039891056,0.000090923604,0.032423113],"genre_scores_gemma":[0.9618935,0.0008250778,0.02465233,0.0003663661,0.00010134531,0.0000870044,0.000024874715,0.000017648272,0.012031837],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997034,0.0013676665,0.00075991114,0.00010396123,0.00050372304,0.00023073121],"domain_scores_gemma":[0.99418056,0.0022690976,0.0006765652,0.0009123074,0.0017402509,0.00022124404],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004747905,0.000101206606,0.00020216352,0.00032437503,0.0015917148,0.00008713429,0.0016706047,0.00015319248,0.0004999448],"category_scores_gemma":[0.0020534822,0.00007320247,0.00016525612,0.000493007,0.00026269854,0.0013214343,0.00012838848,0.00025871105,0.000107203196],"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":[0.00017162038,0.0007703662,0.0016588228,0.000008413864,0.00012514119,1.6430545e-7,0.016565006,0.00002740293,0.0041029835,0.74060434,0.16205087,0.07391484],"study_design_scores_gemma":[0.00092797633,0.00007450954,0.005605743,0.0003051975,0.00003776816,0.000003420801,0.0035433657,0.00006504923,0.0000617052,0.043957394,0.94524664,0.00017124257],"about_ca_topic_score_codex":0.000021788373,"about_ca_topic_score_gemma":0.00019673964,"teacher_disagreement_score":0.8845918,"about_ca_system_score_codex":0.00032507026,"about_ca_system_score_gemma":0.0007079602,"threshold_uncertainty_score":0.99970806},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83181167,0.0015503782,0.037384626,0.10908867,0.00049950083,0.0006127281,0.000029455268,0.00006577635,0.018957179],"genre_scores_gemma":[0.9939167,0.0029389735,0.0021626765,0.0000285058,0.000044736506,0.000005516063,0.00005655953,0.000015704709,0.0008306496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970479,0.0013731106,0.0007478504,0.00011458726,0.0005913447,0.00012517974],"domain_scores_gemma":[0.9955772,0.0005523064,0.0015435759,0.00052717683,0.0016851258,0.00011461166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022615243,0.000106260355,0.00022831994,0.0003740822,0.00046899292,0.00006377192,0.0008169194,0.00011708301,0.00023708632],"category_scores_gemma":[0.00047072134,0.0000732557,0.000053403746,0.00045967303,0.00042879322,0.001978848,0.00008694804,0.00023760014,0.0000023046998],"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":[0.00015600304,0.0013459695,0.55834204,0.0000656664,0.00038780604,0.0000014359749,0.019956032,0.000018818244,0.0067645637,0.32248792,0.007060845,0.083412886],"study_design_scores_gemma":[0.0033016026,0.00061920204,0.7565489,0.003399396,0.00019656414,0.000083486884,0.07535151,0.0003145805,0.0014528268,0.023347301,0.13472572,0.0006589324],"about_ca_topic_score_codex":0.00005122407,"about_ca_topic_score_gemma":0.00014809147,"teacher_disagreement_score":0.2991406,"about_ca_system_score_codex":0.00018932982,"about_ca_system_score_gemma":0.00039301562,"threshold_uncertainty_score":0.3607162},"labels":[],"label_agreement":null},{"id":"W2565045303","doi":"10.15173/jpc.v5i1.3096","title":"Staying ahead of the curve","year":2016,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Global Healthcare and Medical Tourism","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Guelph-Humber","funders":"","keywords":"Reputation; Club; Reputation management; Management; Sociology; Public relations; Law; Political science; Economics; Biology","score_opus":0.10328802669782967,"score_gpt":0.4898312572743991,"score_spread":0.3865432305765694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565045303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8776535,0.0025668934,0.00056037685,0.10349472,0.0038176773,0.00059694244,0.00001923708,0.00001617627,0.011274517],"genre_scores_gemma":[0.99277574,0.0006785284,0.0007871884,0.0011028346,0.00026178278,0.000009066198,0.0000010144365,0.0000094239285,0.0043744473],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9959757,0.0021142103,0.0010438157,0.00006272812,0.0005810424,0.00022253138],"domain_scores_gemma":[0.99555916,0.0013801554,0.0015211044,0.00053326966,0.00087748765,0.00012881224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027863309,0.00007904796,0.00024357889,0.00006346568,0.0005084982,0.0000012788598,0.00073272194,0.0001737578,0.00024306937],"category_scores_gemma":[0.0013401792,0.000033754244,0.00012705587,0.00017492236,0.00013570365,0.00017389288,0.0003182605,0.0008953276,0.0000249671],"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":[0.00083685707,0.0008885742,0.24704617,0.00074491766,0.00017179907,0.000005813325,0.009814243,0.0000022142851,0.029908638,0.05982012,0.5046367,0.14612398],"study_design_scores_gemma":[0.0032009291,0.00025948454,0.5845752,0.01440845,0.000062656574,0.00002242879,0.0057265875,0.000009901282,0.001221762,0.043685462,0.34665442,0.00017276872],"about_ca_topic_score_codex":0.00006259862,"about_ca_topic_score_gemma":0.000040423816,"teacher_disagreement_score":0.33752897,"about_ca_system_score_codex":0.00017829584,"about_ca_system_score_gemma":0.00096089684,"threshold_uncertainty_score":0.39110085},"labels":[],"label_agreement":null},{"id":"W2565202833","doi":"10.15173/jpc.v5i1.2924","title":"Authenticité ou opportunisme? La crédibilité des communications en matière de responsabilité sociale de l’enterprise","year":2016,"lang":"fr","type":"article","venue":"Journal of Professional Communication","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","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":"Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.053340544893273854,"score_gpt":0.34919962851870023,"score_spread":0.2958590836254264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565202833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8628416,0.007585971,0.0025204883,0.11528948,0.000657112,0.00055659085,0.00002247178,0.00006525408,0.010461019],"genre_scores_gemma":[0.9407241,0.0020553712,0.014147352,0.00054846826,0.00066728244,0.0000314723,0.000014952661,0.00007313436,0.04173787],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99282247,0.003577375,0.0020704626,0.00025253624,0.00070020853,0.0005769451],"domain_scores_gemma":[0.9863869,0.005947794,0.0034534547,0.0017352713,0.0023505236,0.00012603212],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.018269988,0.00032154037,0.00055337744,0.00038608155,0.0010447142,0.0003231343,0.0021572253,0.00045405526,0.00066499703],"category_scores_gemma":[0.016831366,0.00026567696,0.0004595401,0.0006035706,0.0013416503,0.0028656658,0.0016592419,0.0010962607,0.00008713825],"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":[0.0019443005,0.0038341973,0.29778206,0.0012653952,0.00044306097,0.000083333936,0.011351396,0.000009063293,0.030653078,0.12489147,0.009206783,0.51853585],"study_design_scores_gemma":[0.0018027842,0.00008644608,0.277595,0.00727879,0.00050295366,0.00020221651,0.0072520934,0.0007034247,0.0002015052,0.46025825,0.24357948,0.0005370623],"about_ca_topic_score_codex":0.00043316494,"about_ca_topic_score_gemma":0.0005330313,"teacher_disagreement_score":0.5179988,"about_ca_system_score_codex":0.0017349309,"about_ca_system_score_gemma":0.0023380683,"threshold_uncertainty_score":0.99997956},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9628856,0.00020496928,0.00022861079,0.034461804,0.00020308874,0.00008949342,0.0000072295147,0.0000137664665,0.0019054401],"genre_scores_gemma":[0.9961365,0.0009644273,0.0021281,0.000049099763,0.00012902702,0.0000043372866,0.0000027575913,0.000007141499,0.00057865016],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99755645,0.0011207714,0.0005916844,0.00005475264,0.00054768246,0.00012863697],"domain_scores_gemma":[0.9964341,0.0012089198,0.0010028812,0.00035318782,0.0009289665,0.00007197987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015582194,0.00006254641,0.00016855492,0.0002043885,0.0006351588,0.00003126191,0.0007326512,0.00011758213,0.00017440802],"category_scores_gemma":[0.0007659141,0.00004263757,0.000116965835,0.00030320452,0.00020083846,0.0011976515,0.00015716239,0.0002171732,0.000005888195],"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":[0.0006187603,0.0015424559,0.020259613,0.000047738544,0.00026674726,9.629655e-7,0.31931242,0.000010419966,0.03943392,0.5161743,0.06318356,0.03914907],"study_design_scores_gemma":[0.002653323,0.00006267648,0.68168813,0.00086838566,0.0001342016,0.000014610683,0.08608576,0.000017201284,0.0021479176,0.02635866,0.19955103,0.0004181376],"about_ca_topic_score_codex":0.00033211368,"about_ca_topic_score_gemma":0.0006591054,"teacher_disagreement_score":0.6614285,"about_ca_system_score_codex":0.00014964706,"about_ca_system_score_gemma":0.00028552167,"threshold_uncertainty_score":0.48851922},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63588184,0.028102592,0.00013609322,0.33373883,0.0006393462,0.00044667066,0.000014305759,0.000016198934,0.001024104],"genre_scores_gemma":[0.9598689,0.03812435,0.0011768081,0.0003282198,0.0000678286,0.00002049137,0.000017729948,0.000011431412,0.00038425453],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9951297,0.002687081,0.0010827247,0.00013871996,0.0006629369,0.00029881694],"domain_scores_gemma":[0.9963542,0.0006821094,0.0010789722,0.00057486515,0.0009342752,0.00037558438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066408897,0.0001159288,0.00027833032,0.0007057852,0.00081387215,0.0001023013,0.0010862944,0.00032054418,0.00044632633],"category_scores_gemma":[0.00093425304,0.000085129985,0.0000817576,0.0006000754,0.00022692443,0.0052659665,0.0001816096,0.00063868676,0.00000850059],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008936584,0.00079152506,0.092900954,0.00003974252,0.000083564584,0.0000016984837,0.025555734,0.0000075758103,0.0016278037,0.81017333,0.02645134,0.042277377],"study_design_scores_gemma":[0.002070739,0.00013769938,0.4689825,0.0033546267,0.00009036107,0.000023200899,0.123409145,0.00012897013,0.00013227577,0.17307587,0.22809698,0.0004976501],"about_ca_topic_score_codex":0.012780499,"about_ca_topic_score_gemma":0.11729171,"teacher_disagreement_score":0.6370974,"about_ca_system_score_codex":0.00042813292,"about_ca_system_score_gemma":0.002392734,"threshold_uncertainty_score":0.9937935},"labels":[],"label_agreement":null},{"id":"W2900461297","doi":"10.15173/jpc.v5i2.3751","title":"Thirty percent off Ontario tuition","year":2018,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Higher Education Practises and Engagement","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":"Ministry of Colleges and Universities; Government of Ontario","funders":"","keywords":"Scope (computer science); Government (linguistics); Socialization; Public relations; Face (sociological concept); Political science; Psychology; Medical education; Pedagogy; Sociology; Computer science; Social psychology","score_opus":0.08440682267199434,"score_gpt":0.4204600966191329,"score_spread":0.3360532739471386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900461297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8928502,0.00047669339,0.00019470134,0.032414347,0.0024565223,0.00017354346,8.721686e-7,0.000017043902,0.07141606],"genre_scores_gemma":[0.98311883,0.00044763548,0.0030907937,0.0004927039,0.0005040524,0.000003817166,0.0000045677343,0.000004634896,0.012332968],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822265,0.000762529,0.00034422625,0.00005458742,0.00050109514,0.00011492909],"domain_scores_gemma":[0.99831796,0.00017804823,0.00047750253,0.00021011691,0.00072121934,0.000095180134],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026814681,0.0000514421,0.00009439264,0.00007006476,0.0009902644,0.000045572822,0.00038399268,0.00006517098,0.0026523562],"category_scores_gemma":[0.00021427636,0.000041748735,0.000049136244,0.00011751302,0.00015437265,0.00056867424,0.000062746294,0.00041450383,0.00007786079],"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":[0.0003828317,0.002012704,0.026505586,0.000017151566,0.0001384738,0.000002978792,0.42027113,0.0000118710905,0.0018961115,0.13696717,0.3249304,0.08686362],"study_design_scores_gemma":[0.00021382104,0.00009851386,0.12270626,0.00010524661,0.00001804247,0.0000032343162,0.012758075,0.0000043027985,0.000053502947,0.0045798225,0.85939693,0.00006226844],"about_ca_topic_score_codex":0.0040903273,"about_ca_topic_score_gemma":0.021879511,"teacher_disagreement_score":0.5344665,"about_ca_system_score_codex":0.000501864,"about_ca_system_score_gemma":0.0010538986,"threshold_uncertainty_score":0.99825937},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17755859,0.0034951947,0.008675041,0.28309926,0.0016311852,0.00040723872,0.0000031204218,0.00008572953,0.5250446],"genre_scores_gemma":[0.9847426,0.0008408719,0.008151804,0.00018738338,0.00028570025,0.0000065321824,0.0000065737954,0.000006709413,0.0057718675],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99752796,0.0012034385,0.00051210576,0.000065332766,0.0005359097,0.00015526338],"domain_scores_gemma":[0.99625653,0.0004983448,0.00070451625,0.0005343973,0.001885526,0.00012066138],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0035399152,0.00006166058,0.00011244031,0.00021657246,0.0018070963,0.00009194951,0.0010935445,0.000116919604,0.0007835157],"category_scores_gemma":[0.001312962,0.000053501084,0.000077787394,0.00054948695,0.00047634944,0.001223803,0.00014575264,0.00041701205,0.000103829974],"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":[0.000033074346,0.0004276271,0.008593845,0.0000030224946,0.00004140533,3.9997138e-7,0.017033989,0.000004033866,0.00035864406,0.87546253,0.071370065,0.026671363],"study_design_scores_gemma":[0.00031190724,0.00006401542,0.02058639,0.00011770012,0.000019276065,0.0000070652613,0.009200652,0.00018742662,0.00003708781,0.06852147,0.9008327,0.00011429833],"about_ca_topic_score_codex":0.00006545532,"about_ca_topic_score_gemma":0.0002931953,"teacher_disagreement_score":0.82946265,"about_ca_system_score_codex":0.00016678654,"about_ca_system_score_gemma":0.0007586328,"threshold_uncertainty_score":0.9994924},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.668584,0.0039469055,0.028571364,0.2700207,0.0012817789,0.00088486733,0.0000066753046,0.000030061481,0.026673663],"genre_scores_gemma":[0.9917502,0.0009484454,0.0058954423,0.00087778445,0.0002560307,0.0000121119165,0.0000022781464,0.000005570943,0.00025215006],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979551,0.000937204,0.0004214199,0.00007196135,0.0004914481,0.00012289463],"domain_scores_gemma":[0.99706715,0.00092826417,0.00049234077,0.0005000131,0.00092846097,0.00008374744],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004259285,0.00006229967,0.00011110818,0.00014176988,0.0017562597,0.00022098678,0.0013377572,0.00007783326,0.000110672496],"category_scores_gemma":[0.0012416996,0.000040089482,0.000044664856,0.00037678808,0.0002474005,0.00085847254,0.00041320157,0.00028794378,0.000016390086],"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":[0.00046383226,0.0004256901,0.008744797,0.000008200208,0.000066015426,8.723338e-7,0.046903193,0.000042759242,0.0003867446,0.29848593,0.24693623,0.39753574],"study_design_scores_gemma":[0.00033571766,0.00009220519,0.09682223,0.0005988989,0.000031360116,0.000014367636,0.011418612,0.0003235394,0.00005182844,0.06296355,0.8272236,0.00012409438],"about_ca_topic_score_codex":0.00007524134,"about_ca_topic_score_gemma":0.0015852648,"teacher_disagreement_score":0.5802874,"about_ca_system_score_codex":0.0000986309,"about_ca_system_score_gemma":0.00026291216,"threshold_uncertainty_score":0.9995433},"labels":[],"label_agreement":null},{"id":"W2901305677","doi":"10.15173/jpc.v5i2.3750","title":"Creating and implementing a new visual identity","year":2018,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"HalTech","funders":"","keywords":"Identity (music); Corporate identity; Corporation; Health care; Computer science; Management; Public relations; Political science; Law; Economics; Art","score_opus":0.18237717167392892,"score_gpt":0.5948564842752697,"score_spread":0.4124793126013408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901305677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96544874,0.0007824814,0.0051725158,0.016972503,0.0008628881,0.00047586544,0.0000021471844,0.000028904355,0.010253979],"genre_scores_gemma":[0.98283124,0.00026661862,0.010607945,0.0020786389,0.00088449294,0.000007762232,0.0000063791995,0.000012321925,0.0033046291],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9966232,0.0015763275,0.0010308917,0.00009382155,0.00039111282,0.00028464771],"domain_scores_gemma":[0.99707067,0.0007238486,0.0011607269,0.0002461515,0.0006233893,0.00017522406],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0059059835,0.000087832246,0.0002154888,0.00013398704,0.0017511223,0.000020056845,0.00030792065,0.00010299499,0.00043054327],"category_scores_gemma":[0.00072574045,0.00007167382,0.00004531474,0.00017216656,0.00007172336,0.0006967412,0.0005993514,0.00076921703,0.000040325296],"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":[0.00096188707,0.0006710282,0.17304033,0.0014026714,0.00033510305,0.000009039616,0.117167465,0.0000010709905,0.008000127,0.32379815,0.12919447,0.24541865],"study_design_scores_gemma":[0.0046130773,0.0009804746,0.42321736,0.0055788592,0.00015082711,0.000030033023,0.11020318,0.00051521766,0.00032449525,0.07899021,0.3749535,0.00044274912],"about_ca_topic_score_codex":0.00051738595,"about_ca_topic_score_gemma":0.0008588524,"teacher_disagreement_score":0.25017703,"about_ca_system_score_codex":0.00012833493,"about_ca_system_score_gemma":0.0005556296,"threshold_uncertainty_score":0.99954844},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30504304,0.0009706431,0.00046969688,0.05954331,0.00042962533,0.00026828024,9.2812815e-7,0.000023871657,0.6332506],"genre_scores_gemma":[0.98999816,0.00083879184,0.006386261,0.000104987485,0.00009889698,0.0000104231,0.000007546335,0.0000053809545,0.0025495277],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.997768,0.0010623669,0.00052912434,0.00006338875,0.00042701958,0.0001501078],"domain_scores_gemma":[0.9981261,0.00022105212,0.0004840752,0.00042177702,0.00067151064,0.000075493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033831524,0.00005680215,0.00010459939,0.00036500487,0.00075759634,0.00007781311,0.0008477831,0.0000939446,0.00036509032],"category_scores_gemma":[0.00013980061,0.000050785075,0.000052429186,0.0007127779,0.00024026612,0.00079093326,0.00012577738,0.00037958496,0.00004662209],"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":[0.0000149462985,0.00024790922,0.004457683,0.000002295652,0.000016817528,5.84167e-7,0.0036198252,0.000004616224,0.000023277054,0.98484546,0.0023259586,0.004440616],"study_design_scores_gemma":[0.001092443,0.00008916484,0.10480013,0.00035423075,0.000030329307,0.0000074368013,0.062783904,0.00055196387,0.000010995698,0.59056747,0.2394988,0.00021313073],"about_ca_topic_score_codex":0.00006335191,"about_ca_topic_score_gemma":0.0010114633,"teacher_disagreement_score":0.6849551,"about_ca_system_score_codex":0.00023681023,"about_ca_system_score_gemma":0.00034998063,"threshold_uncertainty_score":0.5826895},"labels":[],"label_agreement":null},{"id":"W2901421865","doi":"10.15173/jpc.v5i2.3745","title":"Data science and communications management","year":2018,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","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":"McMaster University","funders":"","keywords":"Work (physics); Professional communication; Computer science; Engineering ethics; Data science; Volume (thermodynamics); Scholarly communication; Technical communication; World Wide Web; Engineering; Political science; Publishing; Electrical engineering","score_opus":0.22833100260771272,"score_gpt":0.4161579922114572,"score_spread":0.1878269896037445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901421865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4650783,0.010984154,0.010245841,0.13869382,0.006865293,0.001764784,0.00007686784,0.00022938686,0.36606154],"genre_scores_gemma":[0.98621416,0.00067018106,0.011473401,0.0010704173,0.0003730468,0.0000025123986,0.00003890922,0.0000077577315,0.00014960684],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988204,0.000025826323,0.00036971195,0.00013251463,0.00052641256,0.00012513483],"domain_scores_gemma":[0.9958396,0.00007040273,0.0005351624,0.0019366733,0.0016024098,0.000015772495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028642227,0.00007800912,0.000108366854,0.00032603787,0.0007825607,0.00020754154,0.0041960687,0.000031088926,0.00007891334],"category_scores_gemma":[0.00034841456,0.000060150054,0.000013596406,0.00073166547,0.0010199883,0.0045491057,0.005041554,0.00021975757,0.000059551578],"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":[0.00019487929,0.0007327411,0.008250728,0.00022470897,0.000077278135,0.0000033926128,0.00025662957,0.0000010924713,0.003239542,0.6434087,0.1088628,0.2347475],"study_design_scores_gemma":[0.0003495226,0.000017088083,0.05011732,0.0004977137,0.00007932048,0.000030562922,0.0009107577,0.005794763,0.000100742844,0.014998844,0.92693466,0.00016867967],"about_ca_topic_score_codex":0.000022185613,"about_ca_topic_score_gemma":0.000036929498,"teacher_disagreement_score":0.8180719,"about_ca_system_score_codex":0.000031269126,"about_ca_system_score_gemma":0.00008793344,"threshold_uncertainty_score":0.7797409},"labels":[],"label_agreement":null},{"id":"W3005645862","doi":"10.15173/jpc.v5i2.3747","title":"Liberal vs. professional advertising education","year":2018,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":2,"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":"Curriculum; Public relations; Professional development; Professional communication; Field (mathematics); Balance (ability); Medical education; Political science; Pedagogy; Sociology; Psychology; Management; Medicine","score_opus":0.014101766166200187,"score_gpt":0.3028610768854596,"score_spread":0.2887593107192594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005645862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8806571,0.00044625986,0.00024526656,0.02172818,0.008978836,0.00042333305,5.273497e-7,0.00007087986,0.087449625],"genre_scores_gemma":[0.9809969,0.00003272395,0.0033309907,0.0036939546,0.0037161247,0.000015025971,0.000042611086,0.000023265358,0.008148371],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99848056,0.00011098978,0.0006120757,0.00012898078,0.00048744687,0.00017997363],"domain_scores_gemma":[0.99701536,0.000111014444,0.0011965033,0.0003618609,0.0012923509,0.000022887472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017181154,0.00014047834,0.00017840868,0.00043525864,0.0005251877,0.00014539728,0.0006268012,0.00008484475,0.0006285555],"category_scores_gemma":[0.00041804137,0.000115234274,0.00009238797,0.0004100018,0.0000978454,0.0020531763,0.0003130774,0.00035078096,0.00014256898],"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":[0.0007930613,0.0014803073,0.042567804,0.00026974332,0.00006297302,0.0000010329785,0.0006173777,0.00000424143,0.0018248439,0.07269873,0.81642056,0.06325934],"study_design_scores_gemma":[0.0010144402,0.000070443166,0.35531282,0.0018231993,0.00012771194,0.000017896627,0.002102129,0.0008149596,0.00019222203,0.04166467,0.59648454,0.0003749678],"about_ca_topic_score_codex":0.00002787537,"about_ca_topic_score_gemma":0.000024751662,"teacher_disagreement_score":0.31274503,"about_ca_system_score_codex":0.00008519282,"about_ca_system_score_gemma":0.00030178778,"threshold_uncertainty_score":0.68822414},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4745966,0.023176715,0.022854103,0.3984709,0.00054752734,0.0017861517,0.000018725901,0.0001511415,0.078398146],"genre_scores_gemma":[0.95861626,0.007989645,0.0315071,0.0011077219,0.00014457795,0.000040764087,0.000019722878,0.000019069033,0.0005551186],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99488413,0.003133421,0.00090506935,0.00015640039,0.00067918416,0.00024178026],"domain_scores_gemma":[0.9950195,0.00096047076,0.0009992204,0.0016075886,0.0010030345,0.00041020862],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0046715993,0.0001476893,0.00023847441,0.000119919816,0.0027622923,0.00047026144,0.0044684494,0.00011957561,0.000016798022],"category_scores_gemma":[0.0009437686,0.000112719994,0.00008959973,0.000419688,0.00056494784,0.0013467391,0.00095620914,0.0009879437,0.00000946507],"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":[0.0004924066,0.0010514511,0.0067784926,0.000021888016,0.00016878214,8.166231e-7,0.11232015,0.00010517673,0.0023689577,0.7322992,0.018165777,0.1262269],"study_design_scores_gemma":[0.0021591678,0.00040032945,0.044438403,0.00057367637,0.0001506983,0.000061904524,0.09558032,0.008106381,0.00015027473,0.051828276,0.7958775,0.000673066],"about_ca_topic_score_codex":0.0002498161,"about_ca_topic_score_gemma":0.000520317,"teacher_disagreement_score":0.77771175,"about_ca_system_score_codex":0.00012916936,"about_ca_system_score_gemma":0.00030404096,"threshold_uncertainty_score":0.998536},"labels":[],"label_agreement":null},{"id":"W3034657848","doi":"10.15173/jpc.v6i1.4344","title":"The COVID-19 pandemic has highlighted the essential value of public relations","year":2020,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","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":"McMaster University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Value (mathematics); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Public relations; Political science; Computer science; Virology; Medicine","score_opus":0.20352027020754931,"score_gpt":0.3496396088666668,"score_spread":0.14611933865911747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034657848","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24459971,0.011014656,0.018210554,0.7235642,0.0007455966,0.00042578927,0.000048538033,0.000030007122,0.0013609556],"genre_scores_gemma":[0.9945756,0.0010478272,0.00043450086,0.003517315,0.00013301698,0.0000073240208,0.000011457473,0.0000127784415,0.00026017055],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978953,0.0004657683,0.0012048173,0.00010825375,0.00015795078,0.0001679106],"domain_scores_gemma":[0.9945888,0.002301913,0.002190395,0.00053326285,0.00020636166,0.00017930272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038993757,0.00010002686,0.0002676235,0.000116629475,0.00085046684,0.0000802564,0.0012312174,0.000109091496,0.00015307775],"category_scores_gemma":[0.00612629,0.000064159,0.00016448318,0.0004270656,0.00027399883,0.00036883974,0.00025765208,0.00070853205,0.000042816424],"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":[0.00026162973,0.00024525603,0.17879939,0.000058130197,0.0002993531,0.0000015240552,0.009875202,0.0012897566,0.0010355328,0.7401873,0.06696814,0.0009787843],"study_design_scores_gemma":[0.0019414773,0.00014940159,0.079764165,0.000069684625,0.00004851036,0.000046770645,0.0013753205,0.008002608,0.0000742854,0.14016648,0.7681407,0.00022060404],"about_ca_topic_score_codex":0.00007464032,"about_ca_topic_score_gemma":0.000030315772,"teacher_disagreement_score":0.74997586,"about_ca_system_score_codex":0.0002532796,"about_ca_system_score_gemma":0.00070418604,"threshold_uncertainty_score":0.7334184},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1713471,0.0031439546,0.0043401336,0.7943412,0.00022395115,0.0009084682,0.000017401131,0.000089174304,0.025588628],"genre_scores_gemma":[0.99247295,0.0006152421,0.0014066272,0.000993837,0.00019691297,0.00003277633,0.00002805078,0.000009349927,0.0042442465],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973567,0.0013866393,0.0005674659,0.00008447198,0.00044190156,0.00016280064],"domain_scores_gemma":[0.9963806,0.0014468365,0.0008249847,0.0004059436,0.000691426,0.0002501963],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003373654,0.00007753215,0.00013623886,0.00009020078,0.0024946155,0.00014322743,0.0013089796,0.0001234078,0.00085972116],"category_scores_gemma":[0.0028576476,0.000055493583,0.00013142574,0.0004596707,0.00020754551,0.00073394825,0.0001397537,0.00055459875,0.0000380774],"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":[0.00049177173,0.0004794609,0.01965474,0.00006968122,0.00020160335,8.310227e-7,0.04415892,0.0009229217,0.0008614894,0.8248026,0.104150176,0.004205805],"study_design_scores_gemma":[0.00080854824,0.000059154063,0.0034167918,0.000029147786,0.000037097994,0.00001351362,0.022109143,0.0010365311,0.000002333128,0.033664215,0.9387073,0.00011625642],"about_ca_topic_score_codex":0.000032333708,"about_ca_topic_score_gemma":0.00020331865,"teacher_disagreement_score":0.8345571,"about_ca_system_score_codex":0.00029350913,"about_ca_system_score_gemma":0.0013838343,"threshold_uncertainty_score":0.998804},"labels":[],"label_agreement":null},{"id":"W3034768619","doi":"10.15173/jpc.v6i1.4349","title":"Healthy discourse: How Canadian physicians use Twitter to communicate in healthcare","year":2020,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Social Media in Health Education","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":"Nova scotia; Exploratory research; Social media; Health care; Public relations; Qualitative research; Health communication; Health professionals; Political science; Psychology; Sociology; Social science","score_opus":0.2861181714852501,"score_gpt":0.4902346807412387,"score_spread":0.20411650925598862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034768619","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3777655,0.00042454578,0.000014521512,0.6200969,0.0009624121,0.00060259155,0.0000053740746,0.0000089780915,0.00011912907],"genre_scores_gemma":[0.9698775,0.0007455336,0.002769571,0.025875235,0.00056583236,0.00008483582,0.000015313666,0.000017918526,0.000048291982],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.995865,0.0024722007,0.0005529683,0.000119495395,0.00057770696,0.00041263076],"domain_scores_gemma":[0.99614567,0.0014945219,0.0005789367,0.0003828949,0.00058453117,0.0008134607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019021672,0.00010724163,0.00028550514,0.00024328878,0.00077521463,0.00008164823,0.0010426085,0.0001492234,0.000024588153],"category_scores_gemma":[0.0033112376,0.00010758374,0.00006621104,0.0008325048,0.00015786236,0.0006889788,0.00009716861,0.001061597,0.000018682877],"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":[0.00044162874,0.00047203887,0.30522305,0.00012315117,0.000030557698,0.000009739481,0.55735207,0.00005056129,0.00017995058,0.015108043,0.083710134,0.037299097],"study_design_scores_gemma":[0.00086094724,0.0003610917,0.5194248,0.0010137191,0.000019145458,0.0000025321506,0.103605025,0.00006633888,0.000021535147,0.0017173323,0.3725666,0.00034090196],"about_ca_topic_score_codex":0.18570395,"about_ca_topic_score_gemma":0.41689676,"teacher_disagreement_score":0.5942217,"about_ca_system_score_codex":0.0012439641,"about_ca_system_score_gemma":0.0033690138,"threshold_uncertainty_score":0.81971854},"labels":[],"label_agreement":null},{"id":"W3034859687","doi":"10.15173/jpc.v6i1.4347","title":"Reputation and social capital: A hammer for the glass ceiling","year":2020,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":0,"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; Syracuse University","keywords":"Glass ceiling; Public relations; Social capital; Reputation; Value (mathematics); Social network (sociolinguistics); Sociology; Business; Political science; Social media; Computer science; Law; Social science","score_opus":0.0485775864122948,"score_gpt":0.30323867857160647,"score_spread":0.25466109215931165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034859687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6845458,0.000979108,0.0052645374,0.30601206,0.00088640203,0.0006517762,0.000001070113,0.000036399422,0.0016228135],"genre_scores_gemma":[0.99441385,0.000047035617,0.0009745762,0.0033194388,0.0010274044,0.000014187621,0.000017750646,0.000009818561,0.00017591038],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993817,0.000030807896,0.00027420442,0.00006302849,0.00016948346,0.00008073168],"domain_scores_gemma":[0.998759,0.0002353145,0.0005996045,0.000082090875,0.00031769255,0.0000063427337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012371446,0.000060825125,0.00008973797,0.000058610316,0.000442744,0.00011638299,0.00023352726,0.000031330466,0.000019156087],"category_scores_gemma":[0.0003060037,0.000041811556,0.00005261741,0.00011182543,0.00003283148,0.000640763,0.00012669228,0.00016691629,0.0000034274271],"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":[0.0024563638,0.00055893266,0.019642005,0.002025509,0.00042724196,0.0000016186294,0.02272108,0.0002386953,0.004242821,0.4017351,0.34865743,0.1972932],"study_design_scores_gemma":[0.0031304555,0.00007566946,0.16078879,0.00032790934,0.00055920734,0.0000057796515,0.047424912,0.046967182,0.00006034507,0.045820262,0.6944142,0.00042528287],"about_ca_topic_score_codex":0.000014793168,"about_ca_topic_score_gemma":0.000008060473,"teacher_disagreement_score":0.35591483,"about_ca_system_score_codex":0.00001559622,"about_ca_system_score_gemma":0.000029303463,"threshold_uncertainty_score":0.34052736},"labels":[],"label_agreement":null},{"id":"W3034963027","doi":"10.15173/jpc.v6i1.4345","title":"Sheridan@50: A creative history for a creative campus","year":2020,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Oral History, Memory, Narrative Analysis","field":"Arts and Humanities","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":"St. Francis Xavier University","funders":"","keywords":"Pride; Creativity; Institution; Sociology; Media studies; Dissemination; Public history; Public relations; Oral history; Political science; Social science; Law","score_opus":0.0914421107159738,"score_gpt":0.3036217382771647,"score_spread":0.2121796275611909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034963027","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34138244,0.09770988,0.009637474,0.14265469,0.007830081,0.0044837506,0.00039235016,0.00032851804,0.3955808],"genre_scores_gemma":[0.9663474,0.00016528586,0.003784985,0.0023105922,0.0010132076,0.000056936355,0.000046841724,0.00003878116,0.026235988],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982708,0.00048047342,0.00062492635,0.00013586415,0.0003469439,0.00014096327],"domain_scores_gemma":[0.996942,0.00031254117,0.0011726115,0.0002518189,0.0011862543,0.0001347968],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005018683,0.00016462743,0.0004089716,0.00014651917,0.00044742515,0.00002825145,0.0005258416,0.00006134243,0.0029334936],"category_scores_gemma":[0.0004366853,0.00012895078,0.0002928692,0.000054359974,0.00035880314,0.00056170556,0.000073098345,0.00045862288,0.000027799766],"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":[0.0017157216,0.0005648422,0.00014780469,0.000108099724,0.00052946067,0.0000057386956,0.39931288,0.000031611053,0.0030976918,0.04074189,0.54977477,0.0039694654],"study_design_scores_gemma":[0.0010309488,0.00066747516,0.0003669747,0.00019230363,0.00020530772,0.0000035417029,0.04919419,0.00039620278,0.0002191439,0.0025943913,0.94492304,0.00020649492],"about_ca_topic_score_codex":0.00007665768,"about_ca_topic_score_gemma":0.00012993725,"teacher_disagreement_score":0.62496495,"about_ca_system_score_codex":0.00055033196,"about_ca_system_score_gemma":0.00037708698,"threshold_uncertainty_score":0.997978},"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":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20058963,0.0063214293,0.0027973123,0.7594167,0.00022538181,0.00019180529,0.0000022627148,0.000034333716,0.03042116],"genre_scores_gemma":[0.9905368,0.0026141906,0.0054844324,0.00078593235,0.00014684751,0.0000030741944,0.0000054085303,0.0000063246594,0.00041695195],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99785703,0.0010676484,0.00047534314,0.000057503326,0.00042635022,0.00011612504],"domain_scores_gemma":[0.9978097,0.0004129766,0.0006408826,0.00021405343,0.00068166526,0.00024068904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001799641,0.00005795571,0.00012782885,0.00011373174,0.0010699225,0.0001257787,0.00060700916,0.00009582228,0.00022332111],"category_scores_gemma":[0.0014917961,0.000049908136,0.000061312276,0.0003679462,0.00018162804,0.0011677609,0.0001399827,0.00056658656,0.000012493099],"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":[0.000040823117,0.00021963901,0.017481951,0.000008159953,0.000067024055,0.0000011917216,0.035922714,0.000020363275,0.00040255504,0.8817371,0.040265456,0.023833016],"study_design_scores_gemma":[0.00068537705,0.00006332725,0.029527301,0.00010943958,0.000041893483,0.000017370965,0.03271756,0.0006474101,0.000010328718,0.037229206,0.89879864,0.0001521144],"about_ca_topic_score_codex":0.000031366846,"about_ca_topic_score_gemma":0.000054217224,"teacher_disagreement_score":0.8585332,"about_ca_system_score_codex":0.00007061637,"about_ca_system_score_gemma":0.0004388978,"threshold_uncertainty_score":0.8229087},"labels":[],"label_agreement":null},{"id":"W3035104747","doi":"10.15173/jpc.v6i1.4348","title":"The mathematical corporation: Where machine intelligence and human ingenuity achieve the impossible","year":2020,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","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":"Ingenuity; Corporation; Negotiation; Professional communication; Power (physics); Public relations; Management; Sociology; Engineering ethics; Political science; Engineering; Law; Economics","score_opus":0.11036560858965204,"score_gpt":0.3451583471656725,"score_spread":0.23479273857602045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035104747","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30882502,0.017015584,0.050511025,0.6105462,0.0013691804,0.0013098181,0.000013152758,0.00010892138,0.010301133],"genre_scores_gemma":[0.9973642,0.0003945108,0.00043785537,0.0012264254,0.00043074603,0.0000052860587,0.000010147152,0.000009277154,0.000121550045],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99888146,0.00008028375,0.0005081854,0.00008403553,0.00033978,0.000106236],"domain_scores_gemma":[0.998211,0.00028649176,0.0007753438,0.0003234409,0.00038495605,0.000018740739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012710516,0.00010379406,0.00013560292,0.00003424652,0.0010603426,0.00034291853,0.0009828786,0.000050586972,0.000112699556],"category_scores_gemma":[0.00031749657,0.000051241273,0.00004849153,0.00027651258,0.00022165813,0.0009933467,0.0005708456,0.00053415954,0.000033485452],"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":[0.00040721917,0.00027752572,0.010644903,0.00033789207,0.00008164352,0.000004681574,0.0011764595,0.00007772316,0.0018519664,0.89659905,0.027984012,0.060556907],"study_design_scores_gemma":[0.0006159682,0.0001650232,0.032368097,0.0011458376,0.00023223221,0.00010467822,0.0056232116,0.026174761,0.00073150225,0.5952705,0.3370262,0.00054196425],"about_ca_topic_score_codex":0.00003079177,"about_ca_topic_score_gemma":0.00007457492,"teacher_disagreement_score":0.6885392,"about_ca_system_score_codex":0.000013833406,"about_ca_system_score_gemma":0.000040109808,"threshold_uncertainty_score":0.8155405},"labels":[],"label_agreement":null},{"id":"W3113601839","doi":"","title":"A History lesson on the future of cities","year":2020,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Big Data Technologies and Applications","field":"Decision 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":"Niagara Health System","funders":"","keywords":"Hacker; Smart city; Big data; Key (lock); Stakeholder; Public relations; Utopia; Townsend; Data collection; Sociology; Engineering ethics; Political science; Internet of Things; Engineering; Internet privacy; Social science; Computer science; Computer security; Law","score_opus":0.41932294231976236,"score_gpt":0.4171300552817399,"score_spread":0.0021928870380224508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113601839","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38758916,0.008134543,0.0009451812,0.5991438,0.000512724,0.00022338625,0.000030276058,0.000022238106,0.0033986692],"genre_scores_gemma":[0.9959005,0.00048484124,0.0015338317,0.0017216372,0.000108458284,0.000005457422,0.0000028382678,0.0000039768765,0.00023845915],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99812317,0.0003155644,0.0006196747,0.000079640966,0.00080018654,0.00006177308],"domain_scores_gemma":[0.996274,0.001320157,0.0011380989,0.0007286685,0.000500618,0.000038447535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017149949,0.00006087105,0.00017105466,0.00008184285,0.00014374472,0.000016609916,0.0022774416,0.00007295181,0.00025680102],"category_scores_gemma":[0.0011490954,0.000030209143,0.00009760027,0.00027834057,0.0001768916,0.00018082482,0.0003116931,0.00052656943,0.000023346462],"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":[0.000121347264,0.00012445773,0.0004820018,0.000005772694,0.000016577073,4.6352577e-7,0.0021149607,0.0000150891165,0.0034122074,0.30269125,0.63903373,0.051982116],"study_design_scores_gemma":[0.00019299432,0.00014836594,0.008381282,0.00008490784,0.000010147119,0.0000050781623,0.015329194,0.00024808562,0.0011434965,0.0595625,0.9148327,0.00006123492],"about_ca_topic_score_codex":0.000001863058,"about_ca_topic_score_gemma":0.00000274322,"teacher_disagreement_score":0.60831136,"about_ca_system_score_codex":0.000051972962,"about_ca_system_score_gemma":0.00014656974,"threshold_uncertainty_score":0.42320907},"labels":[],"label_agreement":null},{"id":"W3114978549","doi":"10.15173/jpc.v6i2.4121","title":"The Columbo method—A rhetoric of inquiry practiced across professions","year":2021,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Complex Systems and Decision Making","field":"Decision 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":"Rhetoric; Professional communication; Engineering ethics; Technical writing; Sociology; Psychology; Political science; Computer science; Engineering; Linguistics; Higher education; World Wide Web; Philosophy; Law","score_opus":0.3709217119596651,"score_gpt":0.5825237648215948,"score_spread":0.21160205286192973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114978549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7928548,0.03777116,0.10375946,0.037853945,0.01743505,0.0010965256,0.000037076647,0.000041454678,0.009150532],"genre_scores_gemma":[0.9644,0.00016565515,0.028033875,0.0001557017,0.00020442154,0.000010352305,0.0000016272362,0.000013382102,0.0070149866],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9884913,0.005591977,0.002674288,0.0002130076,0.002787165,0.00024227731],"domain_scores_gemma":[0.96276826,0.02469338,0.004643835,0.0017185987,0.0060469112,0.00012901294],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.02350698,0.00013364355,0.00053362094,0.0001481985,0.0013694097,0.00026487786,0.0021562981,0.0001354114,0.00017657162],"category_scores_gemma":[0.02518095,0.000074406096,0.00032334193,0.0014010434,0.00017152807,0.0007097712,0.0012312615,0.0008528454,0.000026104155],"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":[0.001825306,0.0022745852,0.017261585,0.00007637016,0.00044096867,0.0000744633,0.042394895,0.00096719485,0.05466506,0.19364241,0.399547,0.28683016],"study_design_scores_gemma":[0.001999201,0.00022174588,0.1441152,0.0013094803,0.00006996446,0.0007589109,0.13020833,0.0029032575,0.0025945317,0.2534767,0.4619948,0.0003478751],"about_ca_topic_score_codex":0.000011432578,"about_ca_topic_score_gemma":0.00010412865,"teacher_disagreement_score":0.28648227,"about_ca_system_score_codex":0.00009015831,"about_ca_system_score_gemma":0.00094831374,"threshold_uncertainty_score":0.9999307},"labels":[],"label_agreement":null},{"id":"W3115409817","doi":"","title":"How Influencer Relations Works","year":2021,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Digital Marketing and Social Media","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":"Influencer marketing; Agency (philosophy); Ideal (ethics); Journalism; Public relations; Constructive; Sociology; Advertising; Business; Political science; Computer science; Marketing; Law; Social science; Relationship marketing; Process (computing)","score_opus":0.030907137622291678,"score_gpt":0.3577511694630307,"score_spread":0.326844031840739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115409817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6129589,0.008916558,0.00034954026,0.17577453,0.0021954856,0.00015566703,0.0000024885837,0.000043195094,0.1996036],"genre_scores_gemma":[0.9860337,0.0006811521,0.002108076,0.00022221057,0.00023511014,0.0000025434463,0.0000033887327,0.0000048595316,0.010709002],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822986,0.00091410015,0.00023523037,0.000047708738,0.0004632167,0.00010989505],"domain_scores_gemma":[0.99783325,0.0006577937,0.00035050279,0.00016497157,0.00090066984,0.00009282733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015443271,0.00004449152,0.000107590204,0.000049345308,0.00059347396,0.00017672632,0.00030347964,0.000102854014,0.00007835759],"category_scores_gemma":[0.004332651,0.000039573442,0.00008134172,0.0002923489,0.00015224225,0.00081507734,0.000071952636,0.00041795554,0.0000072289063],"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":[0.00018571179,0.001156589,0.056728024,0.000038172762,0.00018801981,0.000043012762,0.08015163,0.00005376083,0.0014661881,0.49391302,0.060932923,0.30514294],"study_design_scores_gemma":[0.00073559873,0.00004318616,0.0787031,0.0020418535,0.000054880133,0.000014611931,0.1052628,0.000017288967,0.00014331311,0.09975668,0.71297854,0.0002481329],"about_ca_topic_score_codex":0.000017582988,"about_ca_topic_score_gemma":0.00013787855,"teacher_disagreement_score":0.6520456,"about_ca_system_score_codex":0.00010546341,"about_ca_system_score_gemma":0.001038768,"threshold_uncertainty_score":0.5186901},"labels":[],"label_agreement":null},{"id":"W3115702251","doi":"","title":"Leveraging corporate philanthropy and community partnerships to maximize earned media","year":2021,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Service-Learning and Community Engagement","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; Business; Non profit; Social media; Not for profit; Perception; Publics; Profit (economics); Corporate communication; Marketing; Corporate social responsibility; Political science; Economics; Politics; Business administration","score_opus":0.28973004998532526,"score_gpt":0.3895480455309911,"score_spread":0.09981799554566584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115702251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9537594,0.00088706514,0.00024038313,0.03992241,0.00037199142,0.000099561126,0.0000014440603,0.000026262347,0.004691531],"genre_scores_gemma":[0.9917358,0.00092716474,0.005594203,0.0010345533,0.000098178774,0.000004552821,0.000016860056,0.000010327729,0.0005783173],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98821896,0.010647145,0.00038267864,0.00006818566,0.0005044375,0.00017857425],"domain_scores_gemma":[0.9959109,0.0021184701,0.00053854834,0.0004962282,0.00073404715,0.00020179515],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0077872206,0.00009414452,0.00021514004,0.0001032437,0.0027271041,0.00010094561,0.0007219149,0.00008436295,0.00016817683],"category_scores_gemma":[0.001564239,0.00008782758,0.000055805325,0.00034366097,0.00016509688,0.00025570564,0.00049579586,0.0017993643,0.000012297101],"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":[0.00073994056,0.0024144705,0.041202392,0.00014440012,0.00029699292,0.00005261261,0.8387631,0.00028200352,0.004332358,0.047448587,0.0131668495,0.051156286],"study_design_scores_gemma":[0.0016705149,0.00017747091,0.09615856,0.0013021788,0.00008799656,0.000043666725,0.7418453,0.00007988182,0.0009007856,0.028364953,0.12898864,0.00038004442],"about_ca_topic_score_codex":0.00035920876,"about_ca_topic_score_gemma":0.0013027544,"teacher_disagreement_score":0.115821786,"about_ca_system_score_codex":0.00010669847,"about_ca_system_score_gemma":0.00039617848,"threshold_uncertainty_score":0.9985712},"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":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16073722,0.02435126,0.0033917094,0.44109046,0.0020739944,0.0012675449,0.000091639464,0.0001673621,0.3668288],"genre_scores_gemma":[0.9806341,0.0020260941,0.009116039,0.00027046344,0.000336028,0.00002784347,0.00014524527,0.000018623765,0.007425565],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967748,0.0017027314,0.0006355539,0.00009437627,0.0005910405,0.00020153305],"domain_scores_gemma":[0.99458873,0.0020376744,0.0008275841,0.0006466459,0.0017896327,0.00010974232],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003030541,0.00009688502,0.00023465813,0.00014490227,0.0018033222,0.0001363857,0.0013938475,0.00016903326,0.0008724606],"category_scores_gemma":[0.0019769368,0.000092749695,0.00019372461,0.00039233678,0.00021195173,0.0006728164,0.0003294289,0.0005293108,0.000036636204],"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":[0.00028118305,0.0010282347,0.0005145548,0.00004182102,0.00017053672,0.000002939999,0.045464505,0.000014808487,0.0003257371,0.81278133,0.075630836,0.063743524],"study_design_scores_gemma":[0.0011552465,0.000040921328,0.0033456879,0.00032078577,0.00008892139,0.000016214819,0.070992246,0.0001814774,0.00018515736,0.10213236,0.8213211,0.00021983775],"about_ca_topic_score_codex":0.00003202978,"about_ca_topic_score_gemma":0.0004522521,"teacher_disagreement_score":0.8198969,"about_ca_system_score_codex":0.00019571287,"about_ca_system_score_gemma":0.0010024975,"threshold_uncertainty_score":0.9994962},"labels":[],"label_agreement":null},{"id":"W3116307283","doi":"","title":"Prose and cons of scholarly articles: How readability tests expose poor knowledge mobilization in academic publications","year":2021,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Text Readability and Simplification","field":"Computer Science","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":"Readability; Reading (process); Comprehension; Meaning (existential); Index (typography); Psychology; Reading comprehension; Social science; Sociology; Political science; Computer science; World Wide Web","score_opus":0.08257423262281025,"score_gpt":0.3646460487182441,"score_spread":0.28207181609543386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116307283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95404935,0.0030190975,0.014824647,0.027596261,0.000095739735,0.00027383328,0.0000040353584,0.000021004389,0.00011600529],"genre_scores_gemma":[0.9770694,0.00036725344,0.022274131,0.00007149104,0.000017265113,0.00002186055,0.000011314317,0.000005351843,0.00016194876],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99754363,0.0010080441,0.0007705336,0.00020651298,0.00034116782,0.00013013072],"domain_scores_gemma":[0.9955346,0.0008701768,0.00071147346,0.0008579147,0.0019258308,0.000100031924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026273907,0.00009674793,0.00022465285,0.0002376987,0.00015219404,0.00014897609,0.0008190804,0.000155145,0.0000060192583],"category_scores_gemma":[0.0031277079,0.000085238295,0.000052468586,0.00094497896,0.00015629356,0.0034934042,0.0003854983,0.00071347196,0.000001432474],"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":[0.00010936002,0.0040936684,0.2929322,0.00033347844,0.000046639747,0.000002085977,0.019198805,0.00008353814,0.37909326,0.17845947,0.0013140441,0.12433343],"study_design_scores_gemma":[0.00070087734,0.000116038595,0.90964496,0.0004887687,0.00001532102,0.00008237397,0.0020520184,0.004345209,0.033268966,0.047720235,0.0013998286,0.00016542153],"about_ca_topic_score_codex":0.00000654815,"about_ca_topic_score_gemma":0.00006958114,"teacher_disagreement_score":0.61671275,"about_ca_system_score_codex":0.00012718627,"about_ca_system_score_gemma":0.0007580188,"threshold_uncertainty_score":0.37443846},"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":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10292067,0.020572383,0.002526729,0.82140183,0.0004665002,0.0012603456,0.000011873844,0.000061514234,0.05077815],"genre_scores_gemma":[0.9807026,0.015201469,0.003233136,0.00042354842,0.0000478903,0.000018187833,0.0000130566605,0.00000713302,0.0003529727],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99656814,0.0018884635,0.0007639779,0.000060928152,0.0005824395,0.00013606116],"domain_scores_gemma":[0.99520695,0.0016890339,0.0011786235,0.001138219,0.00070331513,0.000083854546],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003965979,0.00007777138,0.00014684992,0.00004982585,0.0029977886,0.0000975051,0.003687725,0.0000827398,0.00002770048],"category_scores_gemma":[0.0005522584,0.00004507125,0.00012101278,0.000592427,0.001034009,0.00032005622,0.00050758966,0.0006808462,0.000006303733],"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":[0.00008446439,0.00019952648,0.005653587,0.0000112808775,0.00016030956,2.2474076e-7,0.017137947,0.0001064223,0.0002931477,0.9300767,0.01829204,0.027984317],"study_design_scores_gemma":[0.00069359876,0.00007335111,0.036118526,0.00024807535,0.00015097037,0.000006371525,0.075220734,0.003970526,0.00002852065,0.046654195,0.8366883,0.00014688022],"about_ca_topic_score_codex":0.000083167346,"about_ca_topic_score_gemma":0.00024248387,"teacher_disagreement_score":0.88342255,"about_ca_system_score_codex":0.00008286981,"about_ca_system_score_gemma":0.00043195512,"threshold_uncertainty_score":0.9983002},"labels":[],"label_agreement":null},{"id":"W3117794726","doi":"","title":"Brands vs. babies: Paid content and authenticity in Canadian mommy blogs","year":2021,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Social Media and Politics","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":"Centennial College","funders":"","keywords":"Influencer marketing; Advertising; Legitimacy; Content analysis; Narrative; Product (mathematics); Public relations; Content (measure theory); Business; Sociology; Psychology; Political science; Marketing; Law; Relationship marketing; Social science; Politics","score_opus":0.07137581187303331,"score_gpt":0.3724610380989705,"score_spread":0.3010852262259372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117794726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9596506,0.001117645,0.0000032924947,0.036487184,0.00044667127,0.00006962999,0.000003878604,0.0000031378506,0.0022179803],"genre_scores_gemma":[0.9971387,0.0009238844,0.0003807261,0.00079400535,0.00012441787,0.0000027623073,0.000003632354,0.0000038331304,0.0006280753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998333,0.00086534495,0.00029568165,0.000047601818,0.0002643866,0.00019398426],"domain_scores_gemma":[0.99842936,0.0006665739,0.00017456264,0.00011985165,0.00036781633,0.00024181549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011597333,0.000048417638,0.00014764923,0.00009018456,0.0003810924,0.0000336746,0.0002177305,0.00010549343,0.000105297324],"category_scores_gemma":[0.0017002522,0.000043824406,0.000041286847,0.00015812098,0.00017349738,0.00017080168,0.00004674607,0.0003544407,0.0000021435085],"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":[0.00006586735,0.00026906602,0.74382305,0.00003215305,0.00004488797,0.000034607063,0.15098293,0.0000017262016,0.0007131231,0.09563672,0.0034289532,0.004966905],"study_design_scores_gemma":[0.0016516268,0.00007675173,0.62419474,0.00076396123,0.00005180555,0.000025421385,0.16480851,0.000060877275,0.00052432076,0.05448845,0.15311825,0.00023529296],"about_ca_topic_score_codex":0.10940664,"about_ca_topic_score_gemma":0.44541854,"teacher_disagreement_score":0.3360119,"about_ca_system_score_codex":0.00023003067,"about_ca_system_score_gemma":0.001745682,"threshold_uncertainty_score":0.8965239},"labels":[],"label_agreement":null},{"id":"W4231403746","doi":"10.15173/jpc.v4i1.2622","title":"Editorial Advisory Board Vol. 4, Issue 1, Journal of Professional Communication","year":2015,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Editorial board; Professional communication; Advisory committee; Political science; Library science; Computer science; Engineering ethics; Engineering; World Wide Web; Public administration","score_opus":0.0784914082606952,"score_gpt":0.4601154458832137,"score_spread":0.3816240376225185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231403746","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2305556,0.056525085,0.001158227,0.12644719,0.556271,0.0018448844,0.00004976839,0.00012982795,0.027018428],"genre_scores_gemma":[0.93035334,0.0016221689,0.016986387,0.0015175283,0.03705438,0.00007006007,0.00011262878,0.00008546024,0.012198025],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99129474,0.004058859,0.0026313986,0.00016949755,0.0015196473,0.0003258478],"domain_scores_gemma":[0.9817187,0.0014022044,0.004868724,0.0018860636,0.009628799,0.0004954663],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007253843,0.00027380095,0.000644956,0.00059608323,0.00052972976,0.00006271628,0.0029150308,0.00048271831,0.0015695195],"category_scores_gemma":[0.0020368656,0.00022913744,0.00029896625,0.000513434,0.00031537024,0.00085777004,0.0005087806,0.0028174813,0.00013645862],"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":[0.0012183707,0.0017933247,0.003766907,0.000033307104,0.00012855201,0.000001968143,0.017634274,0.000022338862,0.00018488051,0.0067413817,0.9614823,0.006992386],"study_design_scores_gemma":[0.0038041775,0.0005695004,0.018901015,0.0008152765,0.000103571496,0.00020903564,0.040071707,0.00003141984,0.00007474778,0.012709502,0.92242056,0.00028945794],"about_ca_topic_score_codex":0.000097060525,"about_ca_topic_score_gemma":0.000038932725,"teacher_disagreement_score":0.69979775,"about_ca_system_score_codex":0.0005055673,"about_ca_system_score_gemma":0.0024975445,"threshold_uncertainty_score":0.99948305},"labels":[],"label_agreement":null},{"id":"W4244109416","doi":"10.15173/jpc.v3i2.154","title":"Augmenting science through art","year":2014,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Empathy and Medical Education","field":"Medicine","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":"Intersubjectivity; Credibility; Mandate; Terminology; Psychology; Public relations; Political science; Sociology; Engineering ethics; Linguistics; Law; Social science; Engineering; Philosophy","score_opus":0.03902174280421751,"score_gpt":0.40620877416604484,"score_spread":0.36718703136182734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244109416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96011746,0.00041853165,0.001739244,0.016625797,0.00077266747,0.00011275169,1.6510201e-7,0.000011308853,0.020202065],"genre_scores_gemma":[0.9815193,0.00010638507,0.015561738,0.0012738855,0.0002127849,0.0000023859975,0.0000051960556,0.000004945903,0.0013133925],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99879116,0.00012066646,0.00036564015,0.00006151247,0.0005499579,0.000111059795],"domain_scores_gemma":[0.9984827,0.00017834114,0.00038661732,0.00029047395,0.0005492391,0.0001126267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024761448,0.000050584425,0.0001380039,0.00009208505,0.00023109806,0.000012178795,0.0002529269,0.000043764947,0.00009350187],"category_scores_gemma":[0.0016331788,0.000035369234,0.00005261205,0.00022679887,0.0001962232,0.00037034188,0.00007242192,0.00041971152,0.000026889087],"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":[0.0016475952,0.008429279,0.029797152,0.0007184149,0.00021997059,0.000013950868,0.14840074,0.000046163404,0.2755566,0.12572166,0.14097694,0.26847154],"study_design_scores_gemma":[0.008307505,0.0018826597,0.4367367,0.008544253,0.00040602626,0.0012118008,0.048150305,0.002540972,0.051090986,0.056479204,0.38415265,0.0004969146],"about_ca_topic_score_codex":0.0000019386373,"about_ca_topic_score_gemma":4.8480666e-7,"teacher_disagreement_score":0.40693957,"about_ca_system_score_codex":0.00008450699,"about_ca_system_score_gemma":0.00053115987,"threshold_uncertainty_score":0.19551855},"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":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17063387,0.0029945464,0.0047093467,0.60592794,0.00081253547,0.0030215688,0.000028562457,0.000079602716,0.21179205],"genre_scores_gemma":[0.9494452,0.00072004634,0.0482176,0.00067313085,0.000027219898,0.00021160593,0.000045127403,0.0000127753865,0.000647324],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9959185,0.0024069336,0.0007130086,0.00015293667,0.0004883342,0.0003202821],"domain_scores_gemma":[0.9963735,0.00034902946,0.000459169,0.0017308181,0.00065860373,0.00042891622],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0055931425,0.00013217448,0.00019061923,0.0006969889,0.0026275069,0.0001248583,0.0026782376,0.00014175317,0.000112457565],"category_scores_gemma":[0.0005015009,0.00009846017,0.00006798073,0.0010493117,0.00030539968,0.0010791279,0.0003501975,0.00070056046,0.000012083054],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019282537,0.0012722355,0.06616608,0.000011127486,0.00003970045,6.3698235e-7,0.06798133,0.000038812654,0.0000057589455,0.8388301,0.0027845674,0.022850337],"study_design_scores_gemma":[0.0005014832,0.000055809884,0.68855083,0.00020580349,0.000049914634,0.0000051896027,0.11298799,0.0019473843,0.0000022205102,0.015300144,0.18012992,0.00026332773],"about_ca_topic_score_codex":0.022857076,"about_ca_topic_score_gemma":0.18236151,"teacher_disagreement_score":0.82352996,"about_ca_system_score_codex":0.0004537659,"about_ca_system_score_gemma":0.00224657,"threshold_uncertainty_score":0.99867094},"labels":[],"label_agreement":null},{"id":"W4413215319","doi":"10.15173/jpc.v7i1.5034","title":"“Unfortunately, This Isn’t a Joke”: Crisis Communication and Humour Messaging Strategy on American Late Night Talk Shows","year":2025,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Humor Studies and Applications","field":"Psychology","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":"Brock University","funders":"","keywords":"Sincerity; Joke; Comedy; Crisis communication; Studio; Advertising; Media studies; Audience reception; Sarcasm; Sociology; Political science; Psychology; Public relations; Social psychology; Literature; Irony; Business; Art; Visual arts","score_opus":0.0331082367956434,"score_gpt":0.39951361961136406,"score_spread":0.36640538281572066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413215319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.705952,0.008328957,0.00025011605,0.078184806,0.00037883496,0.00061588443,0.000028383622,0.00006668538,0.20619431],"genre_scores_gemma":[0.9859827,0.0017458056,0.0010722885,0.0015293765,0.000035249,0.00006846251,0.000022357797,0.000018501783,0.009525254],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978269,0.0007009408,0.0007791908,0.00018728907,0.00027999695,0.00022569147],"domain_scores_gemma":[0.9971255,0.00058163237,0.0009449855,0.0009684983,0.0002884087,0.00009094293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011282815,0.0001912948,0.0003833598,0.0002740362,0.00084082736,0.00006069319,0.0008037387,0.000098481854,0.0004687754],"category_scores_gemma":[0.00006236646,0.00015605544,0.00011447746,0.00038807894,0.00024107724,0.00014016633,0.0003370816,0.0009530475,0.000023348492],"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":[0.00093745335,0.0022405202,0.006473124,0.0000883919,0.0010475178,0.000013752382,0.014772502,0.00013394064,0.0025681676,0.5418067,0.34648332,0.08343463],"study_design_scores_gemma":[0.0051193526,0.0010082492,0.3199531,0.0020057003,0.0006013287,0.00012047501,0.1076685,0.0009443457,0.00085907755,0.042727493,0.5179029,0.0010894418],"about_ca_topic_score_codex":0.00028331036,"about_ca_topic_score_gemma":0.00014813778,"teacher_disagreement_score":0.4990792,"about_ca_system_score_codex":0.000113709764,"about_ca_system_score_gemma":0.00010303428,"threshold_uncertainty_score":0.6467049},"labels":[],"label_agreement":null},{"id":"W4413215433","doi":"10.15173/jpc.v7i1.4489","title":"Social Media in Pediatric Rehabilitation Research: Affordances of Facebook and Twitter for Knowledge Translation","year":2025,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Social Media in Health Education","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":"Affordance; Social media; Dialogic; Knowledge translation; Stakeholder; Public relations; Stakeholder engagement; Sociology; Knowledge management; Internet privacy; Psychology; Computer science; World Wide Web; Political science; Pedagogy","score_opus":0.49383891866953206,"score_gpt":0.5842789610868052,"score_spread":0.09044004241727316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413215433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95345575,0.003894444,0.00012441092,0.03752685,0.0014727098,0.0017453153,0.0000020857244,0.0000061777223,0.0017722403],"genre_scores_gemma":[0.9929279,0.0011144917,0.0052091833,0.000019604442,0.00037246756,0.0003005836,0.0000047879753,0.0000048433785,0.000046150126],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9968294,0.0019339735,0.000630407,0.00007844043,0.0003763398,0.00015145304],"domain_scores_gemma":[0.97013944,0.02825543,0.000417355,0.00009102604,0.001055533,0.00004120783],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008752605,0.000051471165,0.00018332376,0.00055573526,0.00047324342,0.000014147616,0.00026363204,0.00014645225,0.000008288913],"category_scores_gemma":[0.010892283,0.00004955743,0.00004863476,0.0006691775,0.00032140515,0.00029768987,0.000029891065,0.00036396764,5.793919e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044675116,0.0005211139,0.06677874,0.0006020142,0.0000124640255,5.903024e-8,0.73589206,0.000002572227,0.00026800614,0.07843277,0.0051818117,0.11186166],"study_design_scores_gemma":[0.0017832232,0.00015874376,0.5718219,0.0007505238,0.0000434481,2.1293872e-7,0.1402573,0.00006584121,0.00010577521,0.25413662,0.030756103,0.00012028007],"about_ca_topic_score_codex":0.00007019884,"about_ca_topic_score_gemma":0.001716163,"teacher_disagreement_score":0.59563476,"about_ca_system_score_codex":0.00023346563,"about_ca_system_score_gemma":0.0012219977,"threshold_uncertainty_score":0.9974394},"labels":[],"label_agreement":null}]}