{"meta":{"query_hash":"e95b60e61eca","filters":{"venue":"The McMaster Journal of Communication"},"cohort_total":94,"direct_labels_cover":0,"predictions_cover":94,"exported":94,"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/e95b60e61eca","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+McMaster+Journal+of+Communication"},"results":[{"id":"W10083969","doi":"10.15173/mjc.v7i0.254","title":"Houses that Cry: Online Civic Participation in Post-Communist Romania","year":2011,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Social Media and Politics","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":"York University","funders":"","keywords":"Post communist; Political science; Public administration; Media studies; Sociology; Politics; Law","score_opus":0.12567269400577416,"score_gpt":0.36294033719756214,"score_spread":0.23726764319178797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W10083969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9695244,0.00030353782,0.00012964946,0.0017978491,0.000060921113,0.000020700872,0.00003886803,0.0000085381,0.028115517],"genre_scores_gemma":[0.9966101,0.00014873523,0.00004205336,0.00017167241,0.000023277158,0.000014493488,0.000023653529,0.000006221878,0.002959823],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99816364,0.0010356783,0.000043902877,0.00012572035,0.00014435149,0.00048671776],"domain_scores_gemma":[0.9988085,0.0003910056,0.0002842457,0.00008755396,0.00008393374,0.00034479168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015882901,0.00022700136,0.00039899038,0.00092335616,0.007729512,0.004533129,0.0006591637,0.0013163722,0.0045666797],"category_scores_gemma":[0.0030812216,0.00029020346,0.00018791207,0.0011464609,0.0063202525,0.0029204683,0.005591741,0.002573847,0.00053909025],"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":[0.00008839419,0.0001382348,0.021421857,0.0000827779,0.0000110206975,0.0016230429,0.942029,0.00006290724,0.0005372504,0.014043573,0.0051446888,0.014817254],"study_design_scores_gemma":[0.000010057565,0.00005328368,0.05121495,0.000085924956,0.0000050197527,0.0004934634,0.9060974,0.00014110767,0.00022956538,0.00081229047,0.040842067,0.000014770936],"about_ca_topic_score_codex":0.00695178,"about_ca_topic_score_gemma":0.014885238,"teacher_disagreement_score":0.007729512,"about_ca_system_score_codex":0.0020273777,"about_ca_system_score_gemma":0.0008392876,"threshold_uncertainty_score":0.015277028},"labels":[],"label_agreement":null},{"id":"W105103545","doi":"10.15173/mjc.v7i0.252","title":"Editorial: A Reflection on the Role of New Media — From Peer-to-Peer to Protest","year":2011,"lang":"en","type":"editorial","venue":"The McMaster Journal of 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":false,"ca_institutions":"McMaster University","funders":"","keywords":"Reflection (computer programming); Peer review; Peer-to-peer; Political science; Sociology; Psychology; Computer science; World Wide Web; Law","score_opus":0.06344718064551022,"score_gpt":0.3516476171692178,"score_spread":0.2882004365237075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W105103545","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006603969,0.0022677504,0.00014670182,0.10333721,0.8922952,0.000021743772,0.00002575472,0.000042016953,0.001797659],"genre_scores_gemma":[0.0012359046,0.0026492772,0.00018899316,0.049856894,0.93737036,0.00004361646,0.000018137122,0.0000683615,0.008568413],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.987143,0.002739404,0.0011621367,0.0015774654,0.006488582,0.0008893555],"domain_scores_gemma":[0.9531308,0.027108794,0.001878043,0.0012716178,0.012106099,0.004504598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013392099,0.003585781,0.0031020583,0.0033886526,0.008648763,0.015148297,0.0053641284,0.026792642,0.008575575],"category_scores_gemma":[0.05741305,0.0012131302,0.0027922157,0.0024791723,0.007509241,0.01110517,0.0029004896,0.033338945,0.0077944743],"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":[0.000016221782,0.000009921833,0.000017401704,0.00010072031,0.0000042694114,0.00009428272,0.000095778596,0.000021318736,0.000044192668,0.0005066989,0.9970348,0.0020544745],"study_design_scores_gemma":[0.00002945809,0.00003071901,0.00023363317,0.00045052057,0.00002406763,0.00027436667,0.0003257228,0.00016042279,0.00013171352,0.0016969293,0.9966192,0.000023144026],"about_ca_topic_score_codex":0.0024212373,"about_ca_topic_score_gemma":0.00547333,"teacher_disagreement_score":0.026792642,"about_ca_system_score_codex":0.005490808,"about_ca_system_score_gemma":0.0054172105,"threshold_uncertainty_score":0.0708251},"labels":[],"label_agreement":null},{"id":"W110639048","doi":"10.15173/mjc.v3i0.233","title":"The Control and Dissemination of Music in Corporate Controlled Markets","year":2006,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Control (management); Business; Economics; Management","score_opus":0.01971781957780683,"score_gpt":0.21117396205601502,"score_spread":0.1914561424782082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W110639048","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22508726,0.0057140975,0.034251887,0.021362899,0.00035620522,0.00024724385,0.00013454119,0.00019201542,0.7126538],"genre_scores_gemma":[0.9813861,0.00092839444,0.0012024158,0.0006467093,0.00032806056,0.000084634645,0.000020442789,0.00003982526,0.015363375],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9942364,0.0029512446,0.00019025007,0.0007364776,0.0013525629,0.0005330675],"domain_scores_gemma":[0.9861141,0.00825321,0.0021473826,0.0020782133,0.0008788391,0.00052836264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057535977,0.00031331312,0.0002727877,0.0019119687,0.0039821602,0.01684189,0.0012567142,0.003612548,0.011379038],"category_scores_gemma":[0.020555839,0.00042474733,0.0002987159,0.0019095796,0.019260235,0.014395529,0.005044672,0.002458407,0.0008897908],"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":[0.00004272817,0.00004135736,0.0013287681,0.00006809461,0.000016425189,0.00032654288,0.013746074,0.0005002649,0.00084299076,0.9553974,0.0034899851,0.024199473],"study_design_scores_gemma":[0.00015933285,0.00015566107,0.0051667215,0.00035567005,0.00005084717,0.0004751482,0.013957604,0.003707047,0.0015996547,0.7042944,0.2700116,0.000066374094],"about_ca_topic_score_codex":0.004502214,"about_ca_topic_score_gemma":0.0025361858,"teacher_disagreement_score":0.01684189,"about_ca_system_score_codex":0.0037760967,"about_ca_system_score_gemma":0.0031008583,"threshold_uncertainty_score":0.038066685},"labels":[],"label_agreement":null},{"id":"W115905888","doi":"10.15173/mjc.v4i0.234","title":"News as a Big Business: CanWest Global’s Newspaper Ownership","year":2007,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Newspaper; Business; Big business; Advertising; Political science; Law","score_opus":0.05759792214923538,"score_gpt":0.3323393308488757,"score_spread":0.2747414086996403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W115905888","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4523568,0.00467427,0.00035187523,0.07825441,0.00031560517,0.000032726373,0.0002922383,0.000029323786,0.4636927],"genre_scores_gemma":[0.96408015,0.0019663891,0.00012910538,0.00340096,0.00008017253,0.000005339509,0.000079846715,0.000017033226,0.03024096],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9993861,0.00007230788,0.000009283103,0.00005798599,0.0002364343,0.00023782144],"domain_scores_gemma":[0.99681467,0.0009221537,0.00035174176,0.00016139117,0.00062004244,0.0011300156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095325924,0.000096845,0.00010220039,0.0011745744,0.005342787,0.008700487,0.00047638078,0.00080398394,0.007640688],"category_scores_gemma":[0.0036416901,0.00011719996,0.00006437612,0.002208327,0.003255854,0.0037843215,0.0010883206,0.0010479669,0.0002603924],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016731817,0.00009340485,0.07966805,0.00016137972,0.000016104492,0.0023972823,0.1528525,0.00019779777,0.0009958013,0.47510037,0.15293288,0.1354171],"study_design_scores_gemma":[0.000020617415,0.00005706016,0.12657374,0.00027529136,0.0000352908,0.00061125646,0.16258712,0.00046521984,0.0009972936,0.015182191,0.69313836,0.000056543595],"about_ca_topic_score_codex":0.63896096,"about_ca_topic_score_gemma":0.8351839,"teacher_disagreement_score":0.36103904,"about_ca_system_score_codex":0.014771945,"about_ca_system_score_gemma":0.012018765,"threshold_uncertainty_score":0.7263305},"labels":[],"label_agreement":null},{"id":"W118075287","doi":"10.15173/mjc.v5i0.243","title":"Reality Television and the Promotion of Weight Loss: A Canadian Case","year":2010,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":9,"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":"Reality tv; Promotion (chess); Reality television; Advertising; Political science; Media studies; Business; Sociology; Law","score_opus":0.02977396694036562,"score_gpt":0.31954929861893305,"score_spread":0.28977533167856745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W118075287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57952356,0.014898021,0.001085356,0.074300885,0.000783684,0.00031339377,0.00032452273,0.00004460356,0.3287259],"genre_scores_gemma":[0.93772787,0.01715463,0.001509901,0.010905752,0.0001512581,0.00008400447,0.000079639794,0.00004689334,0.032340005],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9966151,0.0007427486,0.000057301448,0.00018947269,0.0009842963,0.0014111341],"domain_scores_gemma":[0.9970584,0.0006917122,0.00018292558,0.000093428884,0.00077486783,0.001198781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020880469,0.00079341605,0.0004668888,0.0024136112,0.029695153,0.004745369,0.0021724002,0.005244391,0.008670714],"category_scores_gemma":[0.006000475,0.0004529078,0.0008049173,0.004722906,0.007965453,0.0016610428,0.0031929412,0.00524127,0.0004356586],"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":[0.00051908585,0.0016630591,0.04884734,0.00088185194,0.00010007068,0.074431576,0.41102904,0.00060994335,0.0018737656,0.26343635,0.07714901,0.119458854],"study_design_scores_gemma":[0.00020957265,0.00026707875,0.04450655,0.0018629285,0.00024118825,0.017832281,0.47925597,0.0012832435,0.0007819296,0.009441042,0.44404557,0.00027260638],"about_ca_topic_score_codex":0.9844492,"about_ca_topic_score_gemma":0.99140596,"teacher_disagreement_score":0.08134423,"about_ca_system_score_codex":0.08134423,"about_ca_system_score_gemma":0.07682356,"threshold_uncertainty_score":0.5901965},"labels":[],"label_agreement":null},{"id":"W123056035","doi":"10.15173/mjc.v2i0.230","title":"A McMaster Undergraduate Study of the Social Origins and Implications of Slang and Gendered Language","year":2005,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Gender Studies in Language","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Slang; Linguistics; Sociology; Psychology; Gender studies; Philosophy","score_opus":0.04405764707576485,"score_gpt":0.3517424840662005,"score_spread":0.30768483699043564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W123056035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94866735,0.0009870601,0.00019965819,0.006166985,0.000052747426,0.00006263195,0.0001398295,0.000020951924,0.043702807],"genre_scores_gemma":[0.9861966,0.00058016344,0.0001252138,0.00063465984,0.000010298269,0.000030910942,0.000025627833,0.000010224698,0.0123862885],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99733114,0.0009956162,0.0000616217,0.0001773146,0.00057959685,0.00085478515],"domain_scores_gemma":[0.9955741,0.0016061199,0.00046751543,0.00016979885,0.0007431724,0.0014392678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001699269,0.00048283383,0.0004977413,0.003515861,0.019468093,0.0047327965,0.0011333271,0.00128838,0.0062497407],"category_scores_gemma":[0.0055555147,0.00048006652,0.00021222686,0.0054218727,0.012340144,0.0025227102,0.0032924083,0.0023916115,0.0004657031],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006259418,0.00013402892,0.016888317,0.00006542939,0.0000058942746,0.0005164937,0.943453,0.000023052207,0.00088397687,0.015385804,0.0066757966,0.015905494],"study_design_scores_gemma":[0.000006621651,0.00008070878,0.060860418,0.00008895314,0.000007021284,0.0001295383,0.89655787,0.000062231265,0.0003246287,0.0010460021,0.040802926,0.000033082626],"about_ca_topic_score_codex":0.74278295,"about_ca_topic_score_gemma":0.9152909,"teacher_disagreement_score":0.74278295,"about_ca_system_score_codex":0.038798228,"about_ca_system_score_gemma":0.022299124,"threshold_uncertainty_score":0.5174637},"labels":[],"label_agreement":null},{"id":"W127926725","doi":"10.15173/mjc.v1i0.225","title":"Animated Photography: \"Breathing Car\"","year":2004,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Photography and Visual Culture","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":"McMaster University","funders":"","keywords":"Photography; Breathing; Computer science; Art; Computer graphics (images); Visual arts; Medicine; Anatomy","score_opus":0.043347160675563295,"score_gpt":0.2670587021702611,"score_spread":0.22371154149469782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W127926725","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056747727,0.004277059,0.018831462,0.023075363,0.010989709,0.00031130022,0.0013520421,0.0015209749,0.88289434],"genre_scores_gemma":[0.48073366,0.0027413508,0.023880003,0.008306592,0.0017415767,0.0002636641,0.0006760729,0.0010851873,0.48057184],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998913,0.00004322979,0.0000023476641,0.000015178469,0.000027747918,0.00002018494],"domain_scores_gemma":[0.9997508,0.00011545224,0.000008831097,0.000042991644,0.000047558286,0.000034362136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028394427,0.0005002407,0.00013634659,0.00042362098,0.0013466798,0.001381558,0.00036140103,0.0010208295,0.038140934],"category_scores_gemma":[0.001318975,0.00012612664,0.0002602621,0.0002213119,0.0011452045,0.0011118726,0.0012787879,0.0014753317,0.0044742064],"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":[0.00048749993,0.00012661831,0.0006938181,0.0007546382,0.00003658304,0.002839382,0.05889308,0.00073737046,0.02340455,0.08416301,0.7369147,0.09094868],"study_design_scores_gemma":[0.000021039665,0.000060696522,0.001448941,0.00025013654,0.000016263248,0.0009049445,0.008658121,0.0004236985,0.0025132636,0.0031811513,0.9825035,0.000018266997],"about_ca_topic_score_codex":0.0024743078,"about_ca_topic_score_gemma":0.0064084493,"teacher_disagreement_score":0.038140934,"about_ca_system_score_codex":0.0005316634,"about_ca_system_score_gemma":0.00024220675,"threshold_uncertainty_score":0.12759411},"labels":[],"label_agreement":null},{"id":"W132584885","doi":"10.15173/mjc.v7i0.256","title":"A Burmese Case Study: Far from Inherent – Democracy, and the Internet","year":2011,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Asian Geopolitics and Ethnography","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":"McMaster University","funders":"","keywords":"Burmese; Democracy; The Internet; Political science; Internet privacy; Computer science; World Wide Web; Law; Philosophy; Politics; Linguistics","score_opus":0.06669710947202102,"score_gpt":0.3137148995570624,"score_spread":0.24701779008504138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W132584885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96233976,0.0013165758,0.0007146697,0.0076829614,0.00006565602,0.00007626132,0.00007362782,0.000009890633,0.027720522],"genre_scores_gemma":[0.98752546,0.0010336447,0.00097043323,0.00078654033,0.000022046901,0.000058390095,0.00003110707,0.000008353923,0.009563931],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984003,0.0010503648,0.00004645472,0.000115128605,0.0001181966,0.00026966934],"domain_scores_gemma":[0.9973755,0.0017686386,0.00019123279,0.00016062187,0.00020326671,0.00030071373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019383515,0.00047532842,0.0003932386,0.0010135281,0.017001152,0.0031181935,0.00089458964,0.0040487503,0.006984154],"category_scores_gemma":[0.0049819387,0.0003768372,0.00021513211,0.0016099786,0.005606465,0.0032176648,0.0037294305,0.0029108135,0.0005032521],"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":[0.00013227088,0.00021156426,0.013260673,0.00031405073,0.000016586773,0.05168778,0.8629922,0.0002121136,0.0014683707,0.045718506,0.0072282874,0.016757585],"study_design_scores_gemma":[0.000018137209,0.0001189545,0.010274219,0.00034711472,0.00001625116,0.008687267,0.8729432,0.00018891532,0.00048186496,0.0023869888,0.10451075,0.000026352263],"about_ca_topic_score_codex":0.031059958,"about_ca_topic_score_gemma":0.07086682,"teacher_disagreement_score":0.031059958,"about_ca_system_score_codex":0.0035240664,"about_ca_system_score_gemma":0.0017299165,"threshold_uncertainty_score":0.06175834},"labels":[],"label_agreement":null},{"id":"W13335017","doi":"10.15173/mjc.v7i0.253","title":"Video Games as Change Agents -- The Case of Homeless: It's No Game","year":2011,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Video game; Sociology; Psychology; Computer science; Multimedia","score_opus":0.10253087960766125,"score_gpt":0.34917831577422725,"score_spread":0.246647436166566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W13335017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6333648,0.011024665,0.0045297784,0.15527022,0.001401421,0.0003605169,0.00005644399,0.000062322186,0.19392987],"genre_scores_gemma":[0.97880495,0.0032127826,0.0016234973,0.00517173,0.0001275553,0.00012471962,0.000010518988,0.000029262525,0.010894995],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9941818,0.004319988,0.00008746295,0.00019742551,0.00037257676,0.00084068073],"domain_scores_gemma":[0.99602425,0.0022442539,0.00023301053,0.00015679104,0.00023889753,0.0011028111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048838877,0.00055176404,0.00041756866,0.0011245034,0.009060357,0.007358581,0.0013740138,0.006344778,0.0043729637],"category_scores_gemma":[0.00786922,0.00036065571,0.0006634371,0.00050102785,0.010859348,0.0064728446,0.0047295047,0.004701042,0.00044135892],"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":[0.0003057328,0.0018074518,0.028243324,0.0006766684,0.00008003579,0.028071236,0.51668644,0.00047022442,0.0010145266,0.26498327,0.036233548,0.121427566],"study_design_scores_gemma":[0.00022501925,0.0007203978,0.010169145,0.0016551128,0.00010712926,0.014757194,0.62405473,0.0020405771,0.0011279255,0.056154396,0.28890297,0.00008544307],"about_ca_topic_score_codex":0.01020507,"about_ca_topic_score_gemma":0.014818235,"teacher_disagreement_score":0.01020507,"about_ca_system_score_codex":0.003144169,"about_ca_system_score_gemma":0.0019865532,"threshold_uncertainty_score":0.025828779},"labels":[],"label_agreement":null},{"id":"W137786572","doi":"10.15173/mjc.v6i0.246","title":"The Environmental Scan in Corporate Citizenship","year":2010,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Management, Economics, and Public Policy","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":"Citizenship; Business; Political science; Law; Politics","score_opus":0.029438093112843945,"score_gpt":0.21803847442463592,"score_spread":0.18860038131179196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W137786572","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12554713,0.009811853,0.0077070543,0.1422771,0.00039586783,0.00003799847,0.000045420693,0.00004287372,0.7141347],"genre_scores_gemma":[0.982745,0.0019584862,0.00096120755,0.004254032,0.000118059914,0.000022352218,0.000010098137,0.000017976141,0.009912753],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941287,0.0039537814,0.00009199799,0.00037759574,0.00080496655,0.0006430981],"domain_scores_gemma":[0.9939247,0.0043195137,0.00038354704,0.00033139694,0.0006780494,0.00036279752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033411582,0.00016150206,0.00025103643,0.0018313888,0.0055083237,0.009013083,0.00055491185,0.0032465511,0.004779129],"category_scores_gemma":[0.008171685,0.00020033869,0.0002173284,0.0023807543,0.043879002,0.010370706,0.004914545,0.003209055,0.0003411116],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009718161,0.000011979471,0.001856168,0.000028221339,0.0000018706137,0.00021898262,0.009221442,0.00016385812,0.000050320916,0.9676164,0.0031479923,0.017673127],"study_design_scores_gemma":[0.000006062913,0.000040476803,0.004138791,0.0004142268,0.0000052472246,0.00035295222,0.045150384,0.0003449435,0.00036120787,0.7978468,0.1513139,0.000024975283],"about_ca_topic_score_codex":0.008759198,"about_ca_topic_score_gemma":0.013712217,"teacher_disagreement_score":0.009013083,"about_ca_system_score_codex":0.0058385986,"about_ca_system_score_gemma":0.0057136524,"threshold_uncertainty_score":0.042362213},"labels":[],"label_agreement":null},{"id":"W146454847","doi":"10.15173/mjc.v1i0.223","title":"Dialogue of Difference Speaking for the Other in Aboriginal Writing","year":2004,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Indigenous Health, Education, and Rights","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":"Linguistics; Sociology; Psychology; Philosophy","score_opus":0.03650818014146492,"score_gpt":0.3498637209764537,"score_spread":0.3133555408349888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W146454847","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19393001,0.014114787,0.010367862,0.08113696,0.0022130054,0.00014939034,0.000057252397,0.0001507708,0.69787997],"genre_scores_gemma":[0.9768861,0.0011530239,0.0014383792,0.0018327751,0.0001845008,0.00006181794,0.000011453561,0.00006904483,0.018362926],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9709446,0.024777306,0.00042475466,0.0009950524,0.0015582934,0.0012999761],"domain_scores_gemma":[0.9877153,0.008355285,0.0007095307,0.0008812338,0.0009277106,0.0014109244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0148865115,0.0006822772,0.000653814,0.0022915548,0.031153286,0.016970333,0.0016480624,0.004227119,0.006430878],"category_scores_gemma":[0.019665733,0.00049141777,0.0005293276,0.0016429354,0.06630942,0.015243818,0.016208962,0.008948782,0.0007417723],"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":[0.000021530725,0.000014281066,0.00022299032,0.00006160463,0.0000047672356,0.00026941692,0.8463227,0.000022092701,0.00015984391,0.14693572,0.0017661179,0.0041989023],"study_design_scores_gemma":[0.000029331966,0.000044247434,0.000972563,0.00044245156,0.000015430482,0.0005383287,0.8064074,0.00013732698,0.00037206477,0.0691064,0.12189696,0.00003755557],"about_ca_topic_score_codex":0.023630623,"about_ca_topic_score_gemma":0.023536313,"teacher_disagreement_score":0.031153286,"about_ca_system_score_codex":0.011828471,"about_ca_system_score_gemma":0.008348847,"threshold_uncertainty_score":0.08582193},"labels":[],"label_agreement":null},{"id":"W158765036","doi":"10.15173/mjc.v6i0.244","title":"The Paradox of Public Relations/Communications Management Education in Canada: Taught But Not Studied","year":2010,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Political science; Telecommunications; Sociology; Public relations; Public administration; Engineering","score_opus":0.03331105351486973,"score_gpt":0.31226026348502467,"score_spread":0.27894920997015493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W158765036","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21268645,0.028372733,0.00083996326,0.6509856,0.0010418459,0.00006443512,0.0008137955,0.00012974028,0.10506539],"genre_scores_gemma":[0.96337676,0.0076192105,0.00052010897,0.019100174,0.00015877488,0.000021640393,0.00014738823,0.000046114295,0.009009809],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.992736,0.00069041474,0.0001990487,0.00062464795,0.0029659134,0.00278396],"domain_scores_gemma":[0.96730787,0.0070293816,0.003139445,0.0007230788,0.010922519,0.010877658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004944688,0.0002534863,0.00069918623,0.0041785915,0.019087575,0.01509013,0.0030409733,0.003323001,0.0112667745],"category_scores_gemma":[0.021050967,0.0004946843,0.000372308,0.0109924,0.015596344,0.0050666835,0.004361889,0.007963633,0.00037188],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00025850677,0.00026344424,0.07690232,0.0012264107,0.00008475075,0.001097295,0.07720035,0.0013317749,0.00073740986,0.43583,0.14102314,0.2640446],"study_design_scores_gemma":[0.000100714184,0.00008056842,0.3320771,0.0028170396,0.00010827087,0.0005312634,0.20444305,0.0022625115,0.0010806652,0.048935298,0.40730107,0.00026246405],"about_ca_topic_score_codex":0.99596643,"about_ca_topic_score_gemma":0.99693465,"teacher_disagreement_score":0.7079752,"about_ca_system_score_codex":0.2920248,"about_ca_system_score_gemma":0.4105719,"threshold_uncertainty_score":0.8211509},"labels":[],"label_agreement":null},{"id":"W159330088","doi":"10.15173/mjc.v2i0.228","title":"The (Step)motherly Ideal: The Role of Sex, Gender and Stereotype in the Aurore Gagnon Murder Trial","year":2005,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Law in Society and Culture","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":"Ideal (ethics); Stereotype (UML); Psychology; Homicide; Criminology; Social psychology; Poison control; Injury prevention; Political science; Medicine; Medical emergency; Law","score_opus":0.03136856473249565,"score_gpt":0.31138773591299523,"score_spread":0.28001917118049957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W159330088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74214023,0.001735517,0.0010848709,0.0231434,0.00041425135,0.000020205063,0.00003860559,0.000015862268,0.23140702],"genre_scores_gemma":[0.98993874,0.000293468,0.00013020987,0.001485592,0.00003194444,0.0000054072857,0.000005928884,0.000007905928,0.00810083],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975702,0.0012474193,0.000031202795,0.00012805413,0.00049797416,0.0005252242],"domain_scores_gemma":[0.99826825,0.0008335892,0.00030064725,0.00008165323,0.00025108954,0.0002647359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021592758,0.00021638122,0.00026964518,0.0005518232,0.012054863,0.0049679717,0.000643314,0.0015207921,0.0028334106],"category_scores_gemma":[0.0054603904,0.0001690422,0.00011973802,0.00026492903,0.01977466,0.0018515026,0.0027202338,0.0033315162,0.0002447363],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012683876,0.000061548555,0.017324122,0.00004304513,0.000011736995,0.0021632917,0.6726317,0.000112844464,0.001125918,0.27285585,0.010030896,0.023512293],"study_design_scores_gemma":[0.000028125869,0.00011928207,0.029138647,0.00035706264,0.000024951976,0.001495554,0.76849085,0.00033429565,0.0011685704,0.01925806,0.179515,0.000069637885],"about_ca_topic_score_codex":0.2080453,"about_ca_topic_score_gemma":0.38815978,"teacher_disagreement_score":0.7919547,"about_ca_system_score_codex":0.00924357,"about_ca_system_score_gemma":0.0053495825,"threshold_uncertainty_score":0.4136687},"labels":[],"label_agreement":null},{"id":"W159838674","doi":"10.15173/mjc.v4i0.237","title":"Social Movements and the News Media","year":2007,"lang":"en","type":"article","venue":"The McMaster Journal of 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":"Social media; Social movement; Political science; Media studies; Advertising; Computer science; Sociology; Business; World Wide Web; Politics","score_opus":0.05225350032912763,"score_gpt":0.33950172203172674,"score_spread":0.2872482217025991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W159838674","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37204045,0.02039083,0.006168685,0.03455504,0.00114371,0.0000646908,0.00031373894,0.000060611634,0.5652623],"genre_scores_gemma":[0.9880888,0.004334791,0.0005705117,0.0006544555,0.0005841647,0.000023594655,0.000060422077,0.000024897594,0.00565852],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9940381,0.0038742223,0.00015240439,0.00031160814,0.0012851134,0.00033853788],"domain_scores_gemma":[0.9729971,0.02140522,0.002982746,0.00076365395,0.0013498018,0.0005015148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036398822,0.00043456734,0.0002595091,0.006262049,0.0037773778,0.013373904,0.0006411903,0.0011382408,0.0049735024],"category_scores_gemma":[0.014051282,0.0003172005,0.00016636509,0.006202191,0.011213065,0.009678129,0.0032113057,0.0017307592,0.00040206205],"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":[0.00019975596,0.00006152585,0.012768798,0.0007165905,0.000055762794,0.0011353018,0.28878874,0.00045574445,0.0009543357,0.61828667,0.0070610642,0.06951575],"study_design_scores_gemma":[0.00006905733,0.00011916981,0.03498249,0.0019500281,0.000089980604,0.00083215674,0.40002137,0.0011439369,0.0021500948,0.12637007,0.43217415,0.00009754158],"about_ca_topic_score_codex":0.0074724355,"about_ca_topic_score_gemma":0.008417963,"teacher_disagreement_score":0.013373904,"about_ca_system_score_codex":0.004422949,"about_ca_system_score_gemma":0.0016291755,"threshold_uncertainty_score":0.032090902},"labels":[],"label_agreement":null},{"id":"W160115470","doi":"10.15173/mjc.v3i0.231","title":"Pimpin’ Pimps: Explaining the Presence of Pimps in Hip-Hop culture.","year":2006,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Music History and Culture","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":"McMaster University","funders":"","keywords":"Sociology","score_opus":0.038250292906054056,"score_gpt":0.23791728499084294,"score_spread":0.19966699208478889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W160115470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5589045,0.0067199655,0.005706545,0.038641904,0.00097589166,0.00011911088,0.00011216815,0.000081016515,0.3887389],"genre_scores_gemma":[0.98908293,0.0011314639,0.0005332527,0.0011030149,0.00013543187,0.000038737173,0.000018628569,0.00001796354,0.00793847],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981893,0.0010778201,0.000034120552,0.00012519141,0.00025363316,0.000320041],"domain_scores_gemma":[0.9983729,0.0009399533,0.00026101884,0.00007924108,0.00014452917,0.00020235595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019514628,0.0007723325,0.00028237252,0.00241778,0.01272133,0.006438685,0.0015041399,0.0031982395,0.003628975],"category_scores_gemma":[0.0043968074,0.0004090717,0.0003047225,0.0016000965,0.025227722,0.005669384,0.0053645526,0.003447247,0.0003978953],"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":[0.000012042545,0.00000986392,0.0014944101,0.00007440258,0.0000032114353,0.0013930263,0.89715517,0.000035646695,0.000138904,0.09259083,0.003497794,0.00359477],"study_design_scores_gemma":[0.0000046373843,0.000017041293,0.004122291,0.0003055694,0.000009307327,0.0012120743,0.9196585,0.00026990953,0.00022318741,0.009399517,0.06476342,0.000014500006],"about_ca_topic_score_codex":0.021940999,"about_ca_topic_score_gemma":0.033872243,"teacher_disagreement_score":0.021940999,"about_ca_system_score_codex":0.0047853463,"about_ca_system_score_gemma":0.0024906844,"threshold_uncertainty_score":0.043626606},"labels":[],"label_agreement":null},{"id":"W163904341","doi":"10.15173/mjc.v5i0.242","title":"Television Study: “Gossip Girl” and It’s Affects on Viewer’s Fashion","year":2010,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","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":"Gossip; Girl; Art; Visual arts; Computer science; Aesthetics; Psychology; Social psychology; Developmental psychology","score_opus":0.04532331096753299,"score_gpt":0.27835255547696086,"score_spread":0.23302924450942786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W163904341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8758325,0.038170796,0.00020760043,0.0065981043,0.0004447741,0.000053412434,0.0005528098,0.000009549528,0.0781304],"genre_scores_gemma":[0.95108473,0.035270073,0.00019889869,0.0022761272,0.00053232315,0.000061768784,0.00030540014,0.000024386743,0.010246286],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9993661,0.0003715879,0.000028229299,0.000055281987,0.000102072816,0.00007669203],"domain_scores_gemma":[0.99779546,0.001562314,0.0002658923,0.000039188268,0.00022995462,0.000107241845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011135192,0.00021046565,0.00026295337,0.0013859926,0.0014398963,0.0025066743,0.00023764615,0.0007029008,0.0061831544],"category_scores_gemma":[0.0026608696,0.00012620713,0.00027017272,0.0020674192,0.0013224927,0.0015227833,0.0007049006,0.0011959859,0.00076137227],"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":[0.0007610287,0.0007705229,0.11375512,0.010034875,0.00038514848,0.00407367,0.69140184,0.000110552915,0.004279538,0.034921866,0.030300396,0.109205395],"study_design_scores_gemma":[0.000023302106,0.00076389546,0.227075,0.0034583604,0.00029771632,0.0010285918,0.6309542,0.000057674974,0.0013443681,0.0010236889,0.13394055,0.000032643187],"about_ca_topic_score_codex":0.007928927,"about_ca_topic_score_gemma":0.0183047,"teacher_disagreement_score":0.007928927,"about_ca_system_score_codex":0.0013678051,"about_ca_system_score_gemma":0.00067603646,"threshold_uncertainty_score":0.02068466},"labels":[],"label_agreement":null},{"id":"W171369934","doi":"10.15173/mjc.v4i0.238","title":"Function after Form: The Democratic Detriment of Episodic Television News","year":2007,"lang":"en","type":"article","venue":"The McMaster Journal of 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":false,"ca_institutions":"McMaster University","funders":"","keywords":"Democracy; Function (biology); Political science; Advertising; Media studies; Business; Sociology; Politics; Law; Cell biology; Biology","score_opus":0.031363789213833745,"score_gpt":0.3229740250734587,"score_spread":0.2916102358596249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W171369934","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26211682,0.0013404918,0.017726263,0.015942648,0.00033413494,0.000045069988,0.00013164066,0.000111303816,0.70225173],"genre_scores_gemma":[0.9881429,0.00029431813,0.0007653736,0.00048101752,0.00018330167,0.000014764305,0.000028798224,0.00004385342,0.010045583],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99592954,0.001950677,0.0001352382,0.0005709901,0.0007201112,0.0006934524],"domain_scores_gemma":[0.98566043,0.008368656,0.001355745,0.0029832835,0.0009504447,0.0006814914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053759916,0.00022002259,0.00027751242,0.0011981478,0.0044013644,0.0077744573,0.0007286341,0.0013726975,0.012372796],"category_scores_gemma":[0.019562738,0.00022284515,0.00031807716,0.001235319,0.014592428,0.009667842,0.005065861,0.0019397904,0.0011857344],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015363128,0.000042917523,0.006296594,0.00009102569,0.000012737835,0.00036414794,0.031962138,0.00034539742,0.001199575,0.9032777,0.0032066968,0.053047363],"study_design_scores_gemma":[0.00007393072,0.00025508108,0.021624556,0.00028164627,0.0000647048,0.0009100458,0.04628826,0.0011838125,0.0032437867,0.62079483,0.30524048,0.000038820865],"about_ca_topic_score_codex":0.0016194684,"about_ca_topic_score_gemma":0.0025498364,"teacher_disagreement_score":0.012372796,"about_ca_system_score_codex":0.0020515167,"about_ca_system_score_gemma":0.0019055658,"threshold_uncertainty_score":0.041391134},"labels":[],"label_agreement":null},{"id":"W1751913781","doi":"10.15173/mjc.v10i0.278","title":"Cross-promotion, Self-Promotion Effects in News Media","year":2014,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Media Studies and 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":true,"ca_institutions":"McMaster University","funders":"","keywords":"Advertising; Promotion (chess); Business; Herding; Political science; Geography","score_opus":0.034144704770256246,"score_gpt":0.32367375560669254,"score_spread":0.2895290508364363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1751913781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96982926,0.00048713613,0.00027245661,0.00016615643,0.000013810912,0.000027405678,0.000029413728,0.00001191652,0.02916244],"genre_scores_gemma":[0.9966433,0.0002434318,0.0003164092,0.00006869303,0.00001965329,0.000011917118,0.000030207482,0.0000073797673,0.002659018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99850637,0.00057056063,0.00005392859,0.00017501615,0.00052053964,0.00017353975],"domain_scores_gemma":[0.9874867,0.007266393,0.0026565068,0.0007379816,0.0009808999,0.0008713711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027207679,0.0002588012,0.0002374781,0.0024968917,0.0021120321,0.004169492,0.0004645548,0.00056612166,0.004221713],"category_scores_gemma":[0.009506816,0.0003324388,0.00022175611,0.0014658434,0.0023130532,0.0024978714,0.002197757,0.0008928525,0.0002479219],"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":[0.0008368589,0.0014870901,0.58252877,0.00066206005,0.00018346176,0.0007180223,0.25391322,0.00021960639,0.009464058,0.013205803,0.0010321029,0.13574886],"study_design_scores_gemma":[0.000031426407,0.0004442686,0.9208258,0.00015314262,0.00012051501,0.0004499756,0.0619909,0.00035861979,0.00230669,0.001135711,0.0121505065,0.000032445147],"about_ca_topic_score_codex":0.0260656,"about_ca_topic_score_gemma":0.046310134,"teacher_disagreement_score":0.0260656,"about_ca_system_score_codex":0.0018009603,"about_ca_system_score_gemma":0.0012829516,"threshold_uncertainty_score":0.05182773},"labels":[],"label_agreement":null},{"id":"W176178536","doi":"10.15173/mjc.v5i0.241","title":"International Facebook “Friends”: Toward McLuhan’s Global Village","year":2010,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Media studies; Sociology; Internet privacy; Computer science","score_opus":0.03929283354863471,"score_gpt":0.34999716510003237,"score_spread":0.31070433155139765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W176178536","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08329417,0.0068373056,0.0029603657,0.469772,0.0030582685,0.000081736594,0.000052028874,0.00021718387,0.43372703],"genre_scores_gemma":[0.79235274,0.0035550038,0.0028846844,0.045449767,0.0012914025,0.00009792481,0.00005999798,0.00014894617,0.15415965],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9973333,0.0018030794,0.000024101282,0.0001566367,0.0003267205,0.00035615495],"domain_scores_gemma":[0.995849,0.00061505166,0.00019484054,0.00015978524,0.0005480581,0.0026331737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032250937,0.00023074751,0.00015811354,0.0013709767,0.018222818,0.009588436,0.00098166,0.003145408,0.010784867],"category_scores_gemma":[0.0051518455,0.00020816989,0.0001671501,0.000999019,0.0075077633,0.011071941,0.009549671,0.0044343313,0.0019448586],"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":[0.000048037025,0.0001302415,0.00416598,0.00009633668,0.000005788326,0.00064068555,0.19051856,0.00006691783,0.0004793934,0.37033868,0.3538604,0.07964895],"study_design_scores_gemma":[0.000010524345,0.000035291887,0.0017056214,0.00010612429,0.0000025683264,0.00018038703,0.09125743,0.00016278296,0.00022408886,0.028397106,0.8778997,0.00001838988],"about_ca_topic_score_codex":0.018233707,"about_ca_topic_score_gemma":0.05719302,"teacher_disagreement_score":0.018233707,"about_ca_system_score_codex":0.0043177432,"about_ca_system_score_gemma":0.00469808,"threshold_uncertainty_score":0.03625518},"labels":[],"label_agreement":null},{"id":"W1774549049","doi":"10.15173/mjc.v10i0.279","title":"Politics on the Offensive: Examining the State of Civil Debate in Canadian Question Period","year":2014,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Political Systems and Governance","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":"Civility; Rhetoric; Incivility; Politics; House of Commons; Parliament; Period (music); Offensive; Political science; State (computer science); Law; Sociology; Civil society; Public administration; Media studies; Aesthetics","score_opus":0.03427866254105282,"score_gpt":0.2932440230966611,"score_spread":0.25896536055560826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1774549049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.851554,0.0012024648,0.0007660806,0.0072537144,0.00006156167,0.00010893959,0.000700406,0.00002479827,0.13832815],"genre_scores_gemma":[0.99440247,0.00044736368,0.00038059056,0.00038110645,0.000018143206,0.000026710019,0.00020656771,0.000017931095,0.00411916],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9895231,0.0020857768,0.00029528627,0.00081883755,0.0049160314,0.0023610638],"domain_scores_gemma":[0.96092254,0.019937955,0.0035534368,0.0008336907,0.012963734,0.0017886129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009415146,0.00033693787,0.0006209192,0.009116251,0.021469023,0.012698037,0.0017331814,0.0015942408,0.0051072463],"category_scores_gemma":[0.048246004,0.0004470132,0.00033383686,0.01615219,0.015453928,0.003769503,0.004960463,0.0025207768,0.00027614948],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025550261,0.000059973125,0.057405774,0.0003769424,0.00004036355,0.00061292184,0.7824807,0.0005321885,0.001743329,0.11533756,0.0060584606,0.03509636],"study_design_scores_gemma":[0.000022038314,0.00004496399,0.214019,0.00041121955,0.000080559934,0.00010933968,0.65357876,0.0011328952,0.0014360162,0.007843826,0.12118506,0.00013630936],"about_ca_topic_score_codex":0.9825561,"about_ca_topic_score_gemma":0.987141,"teacher_disagreement_score":0.16895832,"about_ca_system_score_codex":0.16895832,"about_ca_system_score_gemma":0.12804237,"threshold_uncertainty_score":0.96389055},"labels":[],"label_agreement":null},{"id":"W18092992","doi":"10.15173/mjc.v6i0.248","title":"Crisis Communications: Challenges faced by Remote and Rural Communities in North Eastern Ontario","year":2010,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Geography; Political science; Telecommunications; Engineering","score_opus":0.042433500581447556,"score_gpt":0.29685501086558264,"score_spread":0.25442151028413507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W18092992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99339503,0.00018811811,0.000049264294,0.0016550644,0.000012160763,0.000056067158,0.000033168893,0.000003607824,0.0046075755],"genre_scores_gemma":[0.9961211,0.0004725315,0.00012339682,0.00029825902,0.00000721783,0.000033652585,0.00002588712,0.000003351095,0.0029145032],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99885976,0.00034638465,0.00004187377,0.00007353239,0.00023110858,0.0004473117],"domain_scores_gemma":[0.9971722,0.0005726411,0.0004905103,0.000052958494,0.00060199626,0.0011098693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093078293,0.00021011737,0.00027610947,0.00041704933,0.016949885,0.0023137871,0.0007681952,0.0008677453,0.0030776819],"category_scores_gemma":[0.0033266589,0.0003147265,0.00013209386,0.0011617763,0.0030402725,0.00095771486,0.002583187,0.00087092695,0.00019525926],"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":[0.00027290024,0.00018260813,0.09351021,0.00038021308,0.0000234988,0.005387454,0.8638287,0.00031825955,0.0017870469,0.0008815652,0.0046382076,0.02878933],"study_design_scores_gemma":[0.000010905642,0.00008085691,0.06911552,0.000063313935,0.0000070683723,0.00024989215,0.92327684,0.0001110242,0.00007535047,0.00010994295,0.0068832836,0.000015930296],"about_ca_topic_score_codex":0.88190144,"about_ca_topic_score_gemma":0.97288823,"teacher_disagreement_score":0.11809856,"about_ca_system_score_codex":0.01660915,"about_ca_system_score_gemma":0.03278593,"threshold_uncertainty_score":0.23758811},"labels":[],"label_agreement":null},{"id":"W191622635","doi":"10.15173/mjc.v6i0.247","title":"Municipal Government Communications: The Case of Local Government Communications","year":2010,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Local government; Telecommunications; Government (linguistics); Business; Public administration; Political science; Computer science","score_opus":0.037277247467518045,"score_gpt":0.3328956829940062,"score_spread":0.29561843552648814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W191622635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79944885,0.0005362484,0.0063246605,0.014900527,0.000104212486,0.00028128157,0.00012207331,0.00005260311,0.1782295],"genre_scores_gemma":[0.9880426,0.00029283916,0.002518773,0.0004077232,0.000042022446,0.00016048894,0.000029016523,0.0000097973325,0.008496729],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9804479,0.014929967,0.0002903979,0.0005134605,0.0014674932,0.0023506994],"domain_scores_gemma":[0.9688241,0.024069235,0.0022798958,0.0015401952,0.0017113517,0.0015751425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008700479,0.00034419252,0.000441401,0.0017059523,0.01783571,0.007897695,0.0016541879,0.0075118076,0.006913735],"category_scores_gemma":[0.02675608,0.0004378091,0.0005727204,0.0056744074,0.0073770457,0.0056311167,0.003750981,0.0032555398,0.0006438221],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040831565,0.0005442332,0.020610377,0.00044673998,0.000052866504,0.058787193,0.30834994,0.011023676,0.0012309409,0.5497159,0.01581305,0.033016726],"study_design_scores_gemma":[0.00016829316,0.00043809696,0.016257768,0.00047976154,0.00011156752,0.013487296,0.6942558,0.020450547,0.0021566069,0.055832464,0.1962165,0.00014527133],"about_ca_topic_score_codex":0.04231942,"about_ca_topic_score_gemma":0.072424985,"teacher_disagreement_score":0.04231942,"about_ca_system_score_codex":0.00827885,"about_ca_system_score_gemma":0.0073613683,"threshold_uncertainty_score":0.0841462},"labels":[],"label_agreement":null},{"id":"W197096134","doi":"10.15173/mjc.v1i0.224","title":"New Cultural Structures: South Asian Matrimonial Websites","year":2004,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":5,"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":"Geography; History; Political science","score_opus":0.02027888599285094,"score_gpt":0.26150361941684686,"score_spread":0.24122473342399592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W197096134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81067604,0.00145785,0.00029794598,0.0063662915,0.00013585176,0.000046827754,0.00020170111,0.00003840879,0.18077904],"genre_scores_gemma":[0.9702398,0.0011662884,0.0002663988,0.0005916609,0.000036171285,0.000020257692,0.00012309059,0.000026821013,0.027529554],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9995751,0.0001301201,0.000029036626,0.00004851149,0.000100999365,0.000116127005],"domain_scores_gemma":[0.9986737,0.00027584934,0.0003066892,0.00009488891,0.00016644978,0.00048249448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093127205,0.00021105706,0.00011010774,0.0012183227,0.0045348355,0.0072371033,0.00041324462,0.00046683048,0.013734723],"category_scores_gemma":[0.001350825,0.00020241969,0.00014272606,0.0035470594,0.0022978703,0.0035558175,0.0025834807,0.0012531457,0.001909416],"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":[0.00012517435,0.00019944287,0.09107305,0.00047262706,0.000016444357,0.005623051,0.70200926,0.00007491029,0.0017863645,0.064939104,0.026120061,0.10756053],"study_design_scores_gemma":[0.000010555512,0.000055864162,0.13126755,0.0003240226,0.00002017503,0.0014820845,0.6172383,0.00029548365,0.0006294082,0.001966264,0.24668209,0.000028211103],"about_ca_topic_score_codex":0.02188997,"about_ca_topic_score_gemma":0.043309912,"teacher_disagreement_score":0.02188997,"about_ca_system_score_codex":0.0029698971,"about_ca_system_score_gemma":0.0025931762,"threshold_uncertainty_score":0.045947254},"labels":[],"label_agreement":null},{"id":"W199719257","doi":"10.15173/mjc.v7i0.257","title":"\"Forever Blowing Bubbles\": Deflating Web 2.0","year":2011,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Open Source Software Innovations","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":"Western University","funders":"","keywords":"Blowing up; Bubble; Computer science; World Wide Web; Mechanics; Physics; Mathematics; Geometry","score_opus":0.05259940414613895,"score_gpt":0.2554587190246873,"score_spread":0.20285931487854836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W199719257","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.064035274,0.041676175,0.03717838,0.41984016,0.0110415025,0.00014995548,0.0002583565,0.0015694905,0.42425078],"genre_scores_gemma":[0.7420199,0.027809208,0.0187569,0.096114464,0.0086233225,0.0004194949,0.00027708284,0.0019386486,0.104041025],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99572057,0.002330447,0.00009596208,0.00028163593,0.0010886927,0.0004827562],"domain_scores_gemma":[0.9882189,0.007382753,0.0008162514,0.00078892516,0.0015021195,0.0012909783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005073883,0.000635036,0.00038914394,0.0020969762,0.0059336764,0.015734702,0.0010849382,0.0060404576,0.011341748],"category_scores_gemma":[0.019888576,0.00038751325,0.00038066847,0.0018742719,0.012848582,0.031691242,0.009011916,0.0067633805,0.0029242435],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010280026,0.000043901782,0.0016395068,0.00040055971,0.000009804166,0.00038139182,0.030697018,0.0001741319,0.0010372719,0.7455806,0.12338938,0.09654365],"study_design_scores_gemma":[0.000022081185,0.00005530353,0.0009954802,0.0007035828,0.000012509886,0.00029445285,0.02027895,0.0007076162,0.0009001592,0.22149467,0.75449604,0.00003911012],"about_ca_topic_score_codex":0.005410422,"about_ca_topic_score_gemma":0.0061102146,"teacher_disagreement_score":0.015734702,"about_ca_system_score_codex":0.0039323918,"about_ca_system_score_gemma":0.0035895975,"threshold_uncertainty_score":0.037941933},"labels":[],"label_agreement":null},{"id":"W20118474","doi":"10.15173/mjc.v1i0.221","title":"The Linguistic Relativity Theory and Benjamin Lee Whorf","year":2004,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Categorization, perception, and language","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Linguistic relativity; Linguistics; Theory of relativity; Philosophy; Epistemology; Theoretical physics; Psychology; Physics","score_opus":0.017744297259412768,"score_gpt":0.30534797240800315,"score_spread":0.28760367514859037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W20118474","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017745309,0.0957255,0.087943316,0.31160995,0.005871999,0.00007648214,0.000391011,0.00028625125,0.48035026],"genre_scores_gemma":[0.74440163,0.05775686,0.041244365,0.024861204,0.012344823,0.00031643687,0.0004154586,0.00040306296,0.118256174],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99795014,0.000800163,0.00009365346,0.00036100982,0.0007055106,0.00008963071],"domain_scores_gemma":[0.9972391,0.0018362912,0.00021602982,0.00024280339,0.000388589,0.00007721042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002822327,0.00056116126,0.000523921,0.003136432,0.0027250785,0.004037483,0.00087897375,0.0027045128,0.0046464396],"category_scores_gemma":[0.0070001185,0.00056719786,0.00043950535,0.0026221867,0.010977796,0.009513275,0.0025290777,0.00413044,0.0013031848],"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":[0.000013062939,0.0000080043055,0.00015137249,0.000047524747,0.0000057292254,0.000046252728,0.0010926304,0.00014763825,0.00006094244,0.9529335,0.023808232,0.021685142],"study_design_scores_gemma":[0.0000108622235,0.0000053270983,0.0003097758,0.00015201034,0.000007805975,0.000113822265,0.0003498556,0.00027585722,0.00015387614,0.87345093,0.125149,0.000020880494],"about_ca_topic_score_codex":0.0061041024,"about_ca_topic_score_gemma":0.004323183,"teacher_disagreement_score":0.0061041024,"about_ca_system_score_codex":0.004292845,"about_ca_system_score_gemma":0.0023424402,"threshold_uncertainty_score":0.031146944},"labels":[],"label_agreement":null},{"id":"W2098478931","doi":"10.15173/mjc.v10i0.277","title":"The Carrot, the String and the Hand that Controls Them.","year":2014,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Digital Storytelling and Education","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":"McMaster University","funders":"","keywords":"String (physics); Computer science; Classics; Cognitive science; Philosophy; Art; Psychology; Theoretical physics; Physics","score_opus":0.07724086176181122,"score_gpt":0.3522484490781182,"score_spread":0.275007587316307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098478931","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011288299,0.29499146,0.007950707,0.052253906,0.06359356,0.000093462026,0.0007908842,0.0008085545,0.5783886],"genre_scores_gemma":[0.012053918,0.08675437,0.004508658,0.01503139,0.010424661,0.00010172487,0.00046187718,0.00031862993,0.87034476],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994517,0.00015099531,0.0000319602,0.00007213382,0.00023761988,0.00005570249],"domain_scores_gemma":[0.9994367,0.00022848023,0.00003938592,0.000036886835,0.00013196313,0.00012650336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000479504,0.0011552282,0.00045849048,0.0010790429,0.0014525142,0.0043446445,0.0010018703,0.0024150203,0.0732657],"category_scores_gemma":[0.0029414573,0.00045861333,0.00035000904,0.00072420266,0.003701632,0.004959136,0.002209218,0.0026779326,0.04025955],"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":[0.00004131804,0.000011229142,0.00009961024,0.00031026677,0.0000037617897,0.00010358992,0.0008190914,0.000036781494,0.00031742133,0.030050471,0.86124307,0.10696342],"study_design_scores_gemma":[0.0000017908291,0.000006723091,0.00013132609,0.000186885,0.0000012300268,0.00017740297,0.00033190934,0.000011160492,0.0000626623,0.004440284,0.9946444,0.000004148815],"about_ca_topic_score_codex":0.0032891475,"about_ca_topic_score_gemma":0.009889137,"teacher_disagreement_score":0.0732657,"about_ca_system_score_codex":0.0008303865,"about_ca_system_score_gemma":0.0015345139,"threshold_uncertainty_score":0.24509817},"labels":[],"label_agreement":null},{"id":"W2101040365","doi":"10.15173/mjc.v10i0.282","title":"Public Spheres in Private Spaces: How Capital Will Stop the Web’s Democratic Potential","year":2014,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Social Media and Politics","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":"McMaster University","funders":"","keywords":"Deliberation; The Internet; Politics; Political science; Democracy; Public relations; Conversation; Information and Communications Technology; Deliberative democracy; Action (physics); Public sphere; Sociology; Internet privacy; Media studies; World Wide Web; Computer science; Law; Communication","score_opus":0.038126705751880735,"score_gpt":0.28003177820105735,"score_spread":0.2419050724491766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101040365","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061400585,0.0044404143,0.015824735,0.12442002,0.0013478731,0.00009195032,0.0001673731,0.0003052703,0.7920018],"genre_scores_gemma":[0.9430891,0.0017235078,0.0025938484,0.0073430547,0.00064454944,0.00012868314,0.00005042319,0.00023360581,0.04419322],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9955777,0.002082229,0.000095180585,0.00053181924,0.00072019186,0.0009928889],"domain_scores_gemma":[0.99110866,0.0048103537,0.0006560189,0.0012372097,0.00085528527,0.0013324599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00576444,0.0005488817,0.00044110572,0.0015621061,0.009423408,0.02820313,0.0015839768,0.0061503244,0.031436235],"category_scores_gemma":[0.019676518,0.00042177408,0.000531261,0.0014227255,0.02888579,0.037460078,0.011124997,0.0052212896,0.0051702247],"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":[0.000048240072,0.000047339607,0.000652293,0.00005292641,0.000007820953,0.00009035677,0.0050295745,0.00031861474,0.00013177686,0.95983166,0.015786238,0.018003039],"study_design_scores_gemma":[0.00004852399,0.000032637738,0.0006871129,0.00022325592,0.000014502146,0.00006779608,0.0047999583,0.00085216045,0.0004563427,0.7976578,0.19513264,0.00002730688],"about_ca_topic_score_codex":0.005883249,"about_ca_topic_score_gemma":0.005099085,"teacher_disagreement_score":0.031436235,"about_ca_system_score_codex":0.006237073,"about_ca_system_score_gemma":0.0045506195,"threshold_uncertainty_score":0.10516471},"labels":[],"label_agreement":null},{"id":"W2129436435","doi":"10.15173/mjc.v10i0.280","title":"Girls on YouTube: Gender Politics and the Potential for a Public Sphere","year":2014,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":17,"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 sphere; Slogan; Conceptualization; Politics; Consciousness; Social media; Upload; Function (biology); Popularity; Tracking (education); Sociology; Internet privacy; Media studies; Political science; Psychology; Computer science; Social psychology; World Wide Web; Law","score_opus":0.05944781500876171,"score_gpt":0.3086408382062964,"score_spread":0.2491930231975347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129436435","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47050798,0.0040410087,0.0018967004,0.0509061,0.0006584004,0.00006798287,0.00018578414,0.000029644507,0.47170648],"genre_scores_gemma":[0.97974306,0.0006784969,0.00018186521,0.0012746283,0.0001168864,0.000029827996,0.000022045127,0.000024602994,0.017928489],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99627954,0.0024314115,0.000057897712,0.00025724576,0.00037387796,0.0006000809],"domain_scores_gemma":[0.9969388,0.0016185562,0.0003826131,0.00013148562,0.00024434866,0.00068429875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036567755,0.00029935536,0.00025377818,0.0010830227,0.013784262,0.009739328,0.0006728249,0.0019375752,0.011703198],"category_scores_gemma":[0.00439943,0.00022179502,0.00020461867,0.0009384634,0.01888209,0.006621757,0.005147351,0.0022657015,0.00057874445],"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":[0.00007531848,0.000037677903,0.013257596,0.00006214732,0.000007680044,0.0011993923,0.492642,0.000045199213,0.00066054455,0.4541526,0.01578287,0.022076933],"study_design_scores_gemma":[0.000016844871,0.000047027384,0.012728031,0.00031949277,0.0000065403697,0.0006236617,0.6824745,0.00016760049,0.00066268566,0.026355084,0.27656984,0.000028677052],"about_ca_topic_score_codex":0.029718954,"about_ca_topic_score_gemma":0.04516127,"teacher_disagreement_score":0.029718954,"about_ca_system_score_codex":0.0064285016,"about_ca_system_score_gemma":0.0031939705,"threshold_uncertainty_score":0.059091985},"labels":[],"label_agreement":null},{"id":"W217480685","doi":"10.15173/mjc.v6i0.249","title":"The Relationship between Public Relations and Marketing in the Nonprofit Sector: The Case of Hamilton Health Sciences and Hamilton Health Sciences Foundation","year":2010,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Foundation (evidence); Public health; Biomedical sciences; Political science; Sociology; Public relations; Social science; Medicine; Nursing; Law","score_opus":0.12160742045747544,"score_gpt":0.39644209269355773,"score_spread":0.27483467223608227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W217480685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80594236,0.0011567028,0.0016392537,0.049052935,0.00015151143,0.000222364,0.00003297011,0.000045587352,0.14175642],"genre_scores_gemma":[0.9841526,0.00027724463,0.0004296138,0.0019148288,0.000034844263,0.000037241385,0.000006592806,0.000015814416,0.013131202],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98650753,0.0070666145,0.00011902546,0.00036958145,0.0012555677,0.004681577],"domain_scores_gemma":[0.98680615,0.00650036,0.0012557011,0.00039262237,0.0011618232,0.0038834328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005041557,0.00030410144,0.00036440973,0.0012655508,0.039455276,0.0094633205,0.0016678333,0.0037756325,0.0077963667],"category_scores_gemma":[0.01004111,0.00051144435,0.00029674143,0.0025585042,0.021008126,0.003541413,0.004275924,0.0036317345,0.00033765318],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000986469,0.0003169452,0.02692286,0.0001542221,0.000018040926,0.024176987,0.74495703,0.00030039146,0.0011655486,0.15278028,0.02098457,0.028124444],"study_design_scores_gemma":[0.0000346038,0.00011166761,0.020553647,0.00013200745,0.0000147131095,0.0027488603,0.82074505,0.0005415607,0.00036394692,0.005454809,0.14925456,0.000044479686],"about_ca_topic_score_codex":0.64915115,"about_ca_topic_score_gemma":0.8318711,"teacher_disagreement_score":0.35084885,"about_ca_system_score_codex":0.06311337,"about_ca_system_score_gemma":0.061952513,"threshold_uncertainty_score":0.7058301},"labels":[],"label_agreement":null},{"id":"W2176078758","doi":"10.15173/mjc.v10i0.281","title":"Agonistic Justice: Difference and Persuasion in Political Theory","year":2014,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Political Philosophy and Ethics","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":"York University","funders":"","keywords":"Persuasion; Normative; Rationality; Economic Justice; Politics; Epistemology; Psychology; Social psychology; Sociology; Political science; Law; Philosophy","score_opus":0.061161541098753505,"score_gpt":0.3539749746077054,"score_spread":0.2928134335089519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2176078758","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09993161,0.005991641,0.14281733,0.10005148,0.0012701293,0.00011382961,0.00004523961,0.00008403664,0.64969474],"genre_scores_gemma":[0.98542297,0.00052423554,0.005808508,0.0022030869,0.00027379562,0.000063114945,0.000009386067,0.00002175726,0.005673213],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98076427,0.01343055,0.00046433334,0.0015000016,0.00280846,0.0010323237],"domain_scores_gemma":[0.9845574,0.011611899,0.00091434794,0.0013262937,0.0009727736,0.0006174165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014654557,0.00039005352,0.00071515,0.0016571577,0.0042749657,0.007047513,0.0012518037,0.004688217,0.004279787],"category_scores_gemma":[0.020139089,0.00023356457,0.0006204773,0.0008869096,0.03169946,0.007835749,0.005342103,0.0056021097,0.00039967097],"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":[0.000007458015,0.000009119339,0.00011564476,0.000016439295,0.0000042601614,0.000019736659,0.0011891796,0.0001392555,0.000039517818,0.99611735,0.0002874052,0.002054671],"study_design_scores_gemma":[0.00001262907,0.000014679403,0.00015190514,0.000025870228,0.000004522452,0.000030544907,0.00066702254,0.0005956443,0.00008262209,0.9921284,0.0062804767,0.000005770915],"about_ca_topic_score_codex":0.00107302,"about_ca_topic_score_gemma":0.0007896342,"teacher_disagreement_score":0.014654557,"about_ca_system_score_codex":0.0036095937,"about_ca_system_score_gemma":0.0022261918,"threshold_uncertainty_score":0.077501655},"labels":[],"label_agreement":null},{"id":"W238612893","doi":"10.15173/mjc.v6i0.245","title":"Heeding the Warning Signs: Investigating Crisis Communications at Trent University in the Aftermath of Virginia Tech","year":2010,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Virginia tech; Warning signs; Crisis communication; Crisis response; Warning system; Political science; Engineering; Telecommunications; Library science; Public relations; Computer science; Transport engineering","score_opus":0.038692129674087396,"score_gpt":0.31244882378528227,"score_spread":0.27375669411119485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W238612893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925996,0.00011689758,0.00021031835,0.0010806913,0.00001939208,0.000059245835,0.000028291239,0.000007347268,0.0058781616],"genre_scores_gemma":[0.9971789,0.00025270894,0.00027996188,0.00025052697,0.000010843588,0.000035676967,0.000022493028,0.000005073774,0.0019638778],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9957985,0.0021790534,0.00007614857,0.00017863141,0.0006511442,0.0011165804],"domain_scores_gemma":[0.9917065,0.0038198004,0.0013909955,0.00028432117,0.0016126223,0.001185802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032912707,0.00035959744,0.0003406535,0.0019387142,0.020042108,0.0056683198,0.001939026,0.0027019032,0.0015266677],"category_scores_gemma":[0.009621849,0.00044764983,0.00029960292,0.0024902509,0.0065378034,0.002125494,0.003794452,0.0032914006,0.0002096147],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017145171,0.00030323362,0.049989533,0.00012800108,0.00003017084,0.010745077,0.91564846,0.0008817838,0.0012525703,0.0033096222,0.0034652948,0.014074856],"study_design_scores_gemma":[0.0000054270536,0.000102229154,0.021500118,0.000056865625,0.000010574372,0.00034479104,0.9710132,0.000268216,0.0003179872,0.0001617936,0.0062002875,0.000018608242],"about_ca_topic_score_codex":0.46947813,"about_ca_topic_score_gemma":0.7412455,"teacher_disagreement_score":0.53052187,"about_ca_system_score_codex":0.026686473,"about_ca_system_score_gemma":0.016377041,"threshold_uncertainty_score":0.93349093},"labels":[],"label_agreement":null},{"id":"W252439762","doi":"10.15173/mjc.v6i0.250","title":"The Theory of Unrealistic Expectations: Utilizing a Framework of Established Mass Communication Theories to Develop a New Perspective on a Current Communications Challenge","year":2010,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Perspective (graphical); Current (fluid); Communication theory; Management science; Computer science; Engineering ethics; Psychology; Economics; Engineering; Communication; Artificial intelligence; Electrical engineering","score_opus":0.06399002344503237,"score_gpt":0.375751856978451,"score_spread":0.31176183353341863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W252439762","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044886544,0.0043625524,0.30572,0.18064658,0.0015859584,0.00023084923,0.00018197577,0.00012919838,0.4622563],"genre_scores_gemma":[0.94820696,0.0030149373,0.023487432,0.009539877,0.001086558,0.00051436765,0.00010775632,0.00009380521,0.013948348],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9812137,0.013360089,0.0004591692,0.0008951897,0.0030322052,0.00103954],"domain_scores_gemma":[0.9445319,0.043835476,0.0046717245,0.0020077855,0.0032576837,0.0016954624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01518144,0.0011707358,0.00085448154,0.0031131182,0.005809286,0.01527234,0.0046913847,0.0074978424,0.0040260004],"category_scores_gemma":[0.033316102,0.00063863,0.0011181707,0.0027763217,0.037234332,0.021462254,0.0051090764,0.012428577,0.00092541525],"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":[0.0000054406405,0.000014615893,0.0002960664,0.000026126583,0.000005209936,0.000106841886,0.0072628893,0.0005496262,0.000019246318,0.98773044,0.0014406107,0.002542863],"study_design_scores_gemma":[0.000014780069,0.000022500879,0.0003277278,0.00016311572,0.000009236553,0.00014901797,0.007639928,0.0047905655,0.000086944456,0.9637635,0.02300187,0.000030773892],"about_ca_topic_score_codex":0.013016785,"about_ca_topic_score_gemma":0.008260676,"teacher_disagreement_score":0.01527234,"about_ca_system_score_codex":0.014595068,"about_ca_system_score_gemma":0.009380999,"threshold_uncertainty_score":0.10589516},"labels":[],"label_agreement":null},{"id":"W2560995956","doi":"10.15173/mjc.v11i0.1414","title":"Destination Ambassadors: Examining how Hospitality Companies Value Brand Ambassadorship from Front-Line Employees – A Case Study of Four Seasons Hotels & Resorts","year":2016,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Customer Service Quality and Loyalty","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":"Reputation; Business; Marketing; Hospitality; Workforce; Hospitality industry; Front line; Loyalty; Advertising; Brand management; Brand loyalty; Tourism; Sociology; Geography","score_opus":0.11651484504059398,"score_gpt":0.2953911019728597,"score_spread":0.17887625693226575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560995956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99752337,0.00005185996,0.00006326116,0.00032315898,0.0000055711434,0.000010348831,0.0000093077715,0.0000015402833,0.0020115096],"genre_scores_gemma":[0.9961274,0.00018878761,0.00026888997,0.00020430083,0.00000976425,0.000011135872,0.00002429567,0.0000050267076,0.0031604883],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989436,0.00053428323,0.00002575142,0.00006822084,0.000119439246,0.0003087244],"domain_scores_gemma":[0.99812347,0.0006422749,0.00033896547,0.00008077115,0.00025929895,0.000555191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015727706,0.00029481488,0.00021843318,0.0008857467,0.006037593,0.0036268048,0.0010035301,0.001297968,0.0037543452],"category_scores_gemma":[0.0029356244,0.00031240427,0.0002484382,0.00065389933,0.0019456419,0.0020331347,0.0020972216,0.001687263,0.00038936548],"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":[0.00012665956,0.0009241068,0.10460785,0.00012544243,0.000025056446,0.0148074245,0.847235,0.00012439361,0.0033665597,0.0020627615,0.0028582334,0.023736421],"study_design_scores_gemma":[0.000004377712,0.00012836985,0.020500116,0.000037870934,0.000007399365,0.001024933,0.97251576,0.00012652727,0.0003591992,0.000092959286,0.0051912307,0.00001126834],"about_ca_topic_score_codex":0.028511364,"about_ca_topic_score_gemma":0.091737054,"teacher_disagreement_score":0.028511364,"about_ca_system_score_codex":0.0032348193,"about_ca_system_score_gemma":0.001967194,"threshold_uncertainty_score":0.056690812},"labels":[],"label_agreement":null},{"id":"W2561469380","doi":"10.15173/mjc.v11i0.1410","title":"An Examination of How World Vision Canada Communicates with Publics of Various Ideological Backgrounds and Moves Them to Donate","year":2016,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Ideology; Faith; Documentation; Active listening; Context (archaeology); Publics; Public relations; Sociology; Salient; Contingency; Identity (music); Political science; Media studies; Epistemology; Law; Aesthetics; Communication; History","score_opus":0.031762564464746616,"score_gpt":0.2853232717555483,"score_spread":0.25356070729080166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2561469380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8802671,0.0003937017,0.0011820121,0.015088322,0.00019373899,0.00009576152,0.00011172788,0.00005605855,0.10261154],"genre_scores_gemma":[0.98281854,0.00025699387,0.000443773,0.0010485485,0.000024910589,0.000034903715,0.000040557923,0.000027598791,0.015304045],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9898437,0.003957122,0.00009162819,0.00045714868,0.0017228285,0.0039275223],"domain_scores_gemma":[0.9921034,0.0031197525,0.000778645,0.0003429176,0.0014977761,0.0021575508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052386476,0.00043480887,0.00033414701,0.0029466068,0.049526494,0.0096411845,0.0022201152,0.003000415,0.0054334663],"category_scores_gemma":[0.010954605,0.00038396506,0.00029424034,0.003834042,0.019027112,0.0037922212,0.00758457,0.004485969,0.00043024632],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035540852,0.00006481239,0.009816098,0.000051241048,0.0000050292983,0.0021258288,0.9593727,0.000114884075,0.00046887968,0.014047186,0.0051793545,0.008718367],"study_design_scores_gemma":[0.0000021723831,0.000012162426,0.0023825278,0.0000452854,0.000002981213,0.00021812663,0.9737197,0.00007055925,0.000110963585,0.00029614568,0.023126777,0.00001259173],"about_ca_topic_score_codex":0.87261814,"about_ca_topic_score_gemma":0.95151323,"teacher_disagreement_score":0.12738186,"about_ca_system_score_codex":0.07072664,"about_ca_system_score_gemma":0.06016981,"threshold_uncertainty_score":0.5131601},"labels":[],"label_agreement":null},{"id":"W2561687299","doi":"10.15173/mjc.v8i0.260","title":"‘That Worries Me’: Affective and Rhetorical Framing in News Programming of The O’Reilly Factor","year":2013,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Rhetoric and Communication Studies","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":"Toronto Metropolitan University","funders":"","keywords":"Framing (construction); Rhetorical question; Media studies; Psychology; Social psychology; Sociology; Art; History; Literature","score_opus":0.057249416845562534,"score_gpt":0.26047567778325986,"score_spread":0.20322626093769733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2561687299","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36019984,0.002062307,0.023321778,0.02847691,0.00082389987,0.00012597031,0.000036716694,0.00013979047,0.5848129],"genre_scores_gemma":[0.98885554,0.00027607553,0.0020356309,0.0010562855,0.00013697497,0.000046508103,0.000010074624,0.000095955635,0.0074869716],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9833422,0.0134541,0.00024930295,0.00052476546,0.001702195,0.0007273914],"domain_scores_gemma":[0.9556004,0.03864214,0.0019751987,0.0011754469,0.0016860882,0.0009207743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010932325,0.00067858165,0.00036102036,0.002613208,0.009578293,0.014392188,0.0011573981,0.0029042456,0.0032724072],"category_scores_gemma":[0.032929443,0.0006614856,0.0003442342,0.0012297379,0.03599813,0.010706817,0.0070812684,0.0055551515,0.00048313377],"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":[0.00006724746,0.000048800226,0.0015927572,0.00011901627,0.000010537577,0.000644293,0.72556007,0.00012247462,0.0012655903,0.2541778,0.0024649624,0.013926326],"study_design_scores_gemma":[0.000046029938,0.00010757702,0.0053113005,0.0008443535,0.00006678335,0.001180696,0.6332686,0.001846956,0.004535937,0.122334935,0.23033036,0.0001264188],"about_ca_topic_score_codex":0.0056124204,"about_ca_topic_score_gemma":0.0065354127,"teacher_disagreement_score":0.014392188,"about_ca_system_score_codex":0.0046237474,"about_ca_system_score_gemma":0.0027322373,"threshold_uncertainty_score":0.057816386},"labels":[],"label_agreement":null},{"id":"W2563310653","doi":"10.15173/mjc.v9i0.276","title":"Developing a Social Media Strategy: A Professional Association Perspective","year":2013,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Knowledge Management and Sharing","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":"Social media; Cornerstone; Public relations; Media management; Tying; Media relations; Consistency (knowledge bases); Audit; Association (psychology); Business; Perspective (graphical); Political science; Psychology; Computer science","score_opus":0.07378324013040452,"score_gpt":0.3509896790002168,"score_spread":0.27720643886981233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563310653","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.057803366,0.001383572,0.034601655,0.182837,0.0009104774,0.00049424253,0.000037769383,0.00016687885,0.721765],"genre_scores_gemma":[0.8876953,0.0017989271,0.018676812,0.010775458,0.00056429446,0.00035588388,0.000049825252,0.000106378444,0.07997707],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9686414,0.018972572,0.0007357328,0.0016277003,0.0054607275,0.0045617823],"domain_scores_gemma":[0.95908254,0.014198929,0.0019401981,0.0009841268,0.009853787,0.013940327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024733892,0.0006461125,0.0002773056,0.004894081,0.018649083,0.027672293,0.0034870147,0.008433544,0.007754033],"category_scores_gemma":[0.024223119,0.00055462815,0.00037695543,0.00275536,0.021348914,0.015261887,0.011271179,0.0052128313,0.0018215664],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021336977,0.00051042024,0.004573066,0.00019372822,0.000023105054,0.0008823776,0.05830315,0.00085362117,0.0003913802,0.85463995,0.021683868,0.05792404],"study_design_scores_gemma":[0.000028902134,0.00020105057,0.0019700385,0.00041252625,0.000022659493,0.0004689911,0.1902771,0.0028537805,0.0009617636,0.15313177,0.6496207,0.000050762625],"about_ca_topic_score_codex":0.030799674,"about_ca_topic_score_gemma":0.02657941,"teacher_disagreement_score":0.030799674,"about_ca_system_score_codex":0.018693518,"about_ca_system_score_gemma":0.06919526,"threshold_uncertainty_score":0.13563162},"labels":[],"label_agreement":null},{"id":"W2563397906","doi":"10.15173/mjc.v9i0.271","title":"The Downside of the Digital Age","year":2013,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Gender, Feminism, and Media","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":"Deception; Harassment; Internet privacy; Collateral; Psychology; Political science; Social psychology; Law; Computer science","score_opus":0.031078497473158894,"score_gpt":0.28132676777093596,"score_spread":0.2502482702977771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563397906","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030151071,0.06396071,0.006847417,0.3732703,0.008629348,0.00004194021,0.00044523753,0.0002775352,0.51637655],"genre_scores_gemma":[0.6260155,0.09477721,0.0073044836,0.10418007,0.024985228,0.00021876604,0.00032770375,0.00058796,0.14160314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961861,0.0014171969,0.00017776758,0.00061814015,0.0012663852,0.00033445036],"domain_scores_gemma":[0.99165124,0.0041080676,0.00049202115,0.0014883322,0.0012342121,0.0010262292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004480668,0.0004982157,0.0004453141,0.0017822896,0.0049226624,0.01075729,0.00074848573,0.0034718318,0.024577921],"category_scores_gemma":[0.012710016,0.00024831886,0.0003802387,0.0012812726,0.015499274,0.019621128,0.008291829,0.005930535,0.0073436713],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000100684636,0.000037441052,0.0018170766,0.00044044587,0.0000142523895,0.00033400807,0.010425751,0.00012591618,0.0004461048,0.74729776,0.106508136,0.13245243],"study_design_scores_gemma":[0.000005870616,0.000024783769,0.0010910264,0.00045767982,0.000008518226,0.00044220986,0.004551988,0.000061921644,0.0001877715,0.0896304,0.903525,0.000012877898],"about_ca_topic_score_codex":0.002590031,"about_ca_topic_score_gemma":0.0022547771,"teacher_disagreement_score":0.024577921,"about_ca_system_score_codex":0.0021418994,"about_ca_system_score_gemma":0.002564708,"threshold_uncertainty_score":0.08222133},"labels":[],"label_agreement":null},{"id":"W2564188424","doi":"10.15173/mjc.v11i0.1415","title":"Review of Gary Davies with Rosa Chun, Rui Vinhas Da Silva, and Stuart Roper, Corporate Reputation and Competiveness (London, UK: Routledge, 2003)","year":2016,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Corporate Identity and Reputation","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reputation; Management; Behold; Strategic management; Reputation management; Subtext; Sociology; Business; History; Economics; Art history; Social science; Art","score_opus":0.030395643902150413,"score_gpt":0.23348287402806817,"score_spread":0.20308723012591776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564188424","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000045019624,0.9707682,0.00008183477,0.013471072,0.011675755,0.0000079132515,0.00006070834,0.00000918116,0.0038803753],"genre_scores_gemma":[0.000542298,0.9678985,0.00011263111,0.011520635,0.00923575,0.000017074564,0.00011394594,0.000016772057,0.010542339],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985728,0.00020209963,0.00016347932,0.00020556708,0.00074615626,0.00010987191],"domain_scores_gemma":[0.9946055,0.0021273163,0.00043540812,0.00010671778,0.0021998698,0.0005252894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020100973,0.0012839015,0.00214811,0.006150295,0.0012854842,0.0044919336,0.00207956,0.0039414847,0.016828299],"category_scores_gemma":[0.007783125,0.0008311254,0.0007428536,0.010246779,0.0018928185,0.006387358,0.0022514209,0.005317005,0.015379596],"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":[0.0000128687725,0.000014625348,0.0000652596,0.0025879208,0.000013843622,0.000060324073,0.00011686658,0.00004069957,0.000036241854,0.002025121,0.9076919,0.087334335],"study_design_scores_gemma":[0.0000029113965,0.0000057229677,0.000260075,0.0024195672,0.0000073238302,0.0001684449,0.00006263558,0.0000063549523,0.000015451513,0.0003728509,0.9966725,0.0000061483856],"about_ca_topic_score_codex":0.01117994,"about_ca_topic_score_gemma":0.018710243,"teacher_disagreement_score":0.016828299,"about_ca_system_score_codex":0.0035706428,"about_ca_system_score_gemma":0.00561664,"threshold_uncertainty_score":0.05629629},"labels":[],"label_agreement":null},{"id":"W2566696024","doi":"10.15173/mjc.v11i0.1413","title":"On the Road to Success: Examining how Youth Shelters Define and Value Relationships through the Practice of Two-Way Symmetrical Communication as a Method to Increase the Success-Rate of Youth Recovery Programs – A Case Study of Youth Without Shelter","year":2016,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Documentation; Futures contract; Value (mathematics); Public relations; Excellence; Sociology; Business; Political science","score_opus":0.11378671500548912,"score_gpt":0.3715989137325835,"score_spread":0.2578121987270944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566696024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98748195,0.000276172,0.0010828887,0.0019306822,0.000021181031,0.00008600936,0.000015105702,0.000010603103,0.009095421],"genre_scores_gemma":[0.9968419,0.00029438818,0.0010923255,0.00014113158,0.0000063667158,0.00005965268,0.0000094678235,0.0000096580125,0.0015451066],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.988485,0.008711759,0.00018880941,0.0002863261,0.00076535594,0.0015628294],"domain_scores_gemma":[0.99122435,0.0042826766,0.0014042562,0.00057231775,0.0010051196,0.001511293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009438648,0.00050780765,0.00042077532,0.0014300082,0.0113550965,0.0072170584,0.0016155483,0.0015138937,0.0026078147],"category_scores_gemma":[0.014275423,0.00044852673,0.0003439201,0.0011364731,0.01329761,0.005439185,0.010461777,0.003101663,0.00037667376],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017083908,0.00011085877,0.011076441,0.00007287302,0.000005618427,0.00057209586,0.9732185,0.000040005907,0.0002536714,0.0028305473,0.00056337944,0.011238998],"study_design_scores_gemma":[0.0000037026236,0.000049341208,0.0051339776,0.00008426723,0.000007950201,0.0002183786,0.9888437,0.000072782685,0.00022937205,0.00034216957,0.005006625,0.000007742998],"about_ca_topic_score_codex":0.03214823,"about_ca_topic_score_gemma":0.07740311,"teacher_disagreement_score":0.03214823,"about_ca_system_score_codex":0.0068367906,"about_ca_system_score_gemma":0.008985127,"threshold_uncertainty_score":0.06392223},"labels":[],"label_agreement":null},{"id":"W2570158010","doi":"10.15173/mjc.v11i0.1416","title":"The Give and Take of Donor Relations: Investigating the Role Communicators Play in Successful Donor Giving Relationships","year":2016,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Business; Stakeholder; Perspective (graphical); Public relations; Marketing; Best practice; Management; Political science; Economics","score_opus":0.03283971266646021,"score_gpt":0.2890203451616652,"score_spread":0.256180632495205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2570158010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9510889,0.0015020565,0.0010206903,0.0045522526,0.000061578256,0.00016385781,0.000040010626,0.000009583009,0.041561127],"genre_scores_gemma":[0.99308467,0.0014452877,0.00062708603,0.0005288158,0.000019114064,0.00008892745,0.00001610407,0.000007390679,0.0041826684],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9847574,0.009888963,0.0003334315,0.0004360827,0.0021339604,0.0024502168],"domain_scores_gemma":[0.95782465,0.029526321,0.0053719427,0.00073286606,0.0036260872,0.0029182315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024431992,0.0003147883,0.00055814575,0.0034230652,0.01692482,0.0126438355,0.0016853261,0.0022415665,0.0031903943],"category_scores_gemma":[0.042683665,0.0005065181,0.00023332778,0.0040367604,0.016854227,0.008514756,0.006420098,0.0037946375,0.000258287],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029770868,0.000051660874,0.008093928,0.00014532254,0.000004039676,0.0003058053,0.9749214,0.000019070409,0.00027787438,0.0073044766,0.00039227286,0.00845428],"study_design_scores_gemma":[0.000002718452,0.000020359495,0.006459865,0.0001380696,0.0000054049983,0.00005470623,0.98763627,0.000024195862,0.00010053133,0.00041158314,0.0051405276,0.000005805356],"about_ca_topic_score_codex":0.17244391,"about_ca_topic_score_gemma":0.34237686,"teacher_disagreement_score":0.17244391,"about_ca_system_score_codex":0.025024218,"about_ca_system_score_gemma":0.041050788,"threshold_uncertainty_score":0.34288037},"labels":[],"label_agreement":null},{"id":"W2586148581","doi":"10.15173/mjc.v11i0.1411","title":"Adopting versus Adapting a PR Plan: Investigating Why and How Public Relations Plans Must Be Adapted to Specific Publics","year":2016,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publics; Plan (archaeology); Public relations; Affect (linguistics); Political science; Sociology; Geography; Politics; Law","score_opus":0.15893863083953047,"score_gpt":0.31026533709628445,"score_spread":0.15132670625675398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586148581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8795162,0.0002397206,0.00651175,0.015125567,0.00010911027,0.0011855415,0.000053914482,0.00010285693,0.09715531],"genre_scores_gemma":[0.9905629,0.00016500305,0.0031145164,0.0009610665,0.000012911903,0.00020044067,0.000017911892,0.00001969709,0.0049455734],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9762018,0.014299612,0.00044080504,0.001064448,0.0029617164,0.005031716],"domain_scores_gemma":[0.9712515,0.015251517,0.00333614,0.0017906543,0.0053570014,0.003013194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021194385,0.00041655844,0.00029901793,0.0012322471,0.01137855,0.0069374065,0.0019473213,0.0031021717,0.0029162643],"category_scores_gemma":[0.04183136,0.0004307026,0.00043644174,0.0013851732,0.009572324,0.004916264,0.0036287245,0.0043349545,0.00028789495],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013574754,0.0008436232,0.081228696,0.0004591135,0.00005108595,0.005737009,0.743329,0.0022035902,0.0043171532,0.06823915,0.007859362,0.085596465],"study_design_scores_gemma":[0.000035136138,0.00025802467,0.05282161,0.00043249095,0.00006185545,0.00047309196,0.84676784,0.002175309,0.0016751946,0.0028378859,0.09236728,0.0000943613],"about_ca_topic_score_codex":0.37434778,"about_ca_topic_score_gemma":0.54768115,"teacher_disagreement_score":0.37434778,"about_ca_system_score_codex":0.034034632,"about_ca_system_score_gemma":0.040753942,"threshold_uncertainty_score":0.7443377},"labels":[],"label_agreement":null},{"id":"W2586819589","doi":"10.15173/mjc.v11i0.1412","title":"Tackling the New Rules for Social Media and Measurement: Critical Book Review","year":2016,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Social media; Task (project management); Key (lock); Advice (programming); Sociology; Public relations; Computer science; Political science; World Wide Web; Management; Artificial intelligence; Economics","score_opus":0.09071252434897134,"score_gpt":0.3607510063411531,"score_spread":0.2700384819921817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586819589","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010987998,0.85910535,0.0033742958,0.09578342,0.037818372,0.0001699483,0.000087791625,0.000062540756,0.0034884035],"genre_scores_gemma":[0.002559898,0.8934003,0.008488779,0.0536691,0.034297522,0.0006594449,0.00013063768,0.00013272707,0.006661606],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9781029,0.008545406,0.0021775058,0.0010496198,0.00978909,0.00033551734],"domain_scores_gemma":[0.7974064,0.14283112,0.0059985514,0.0033157854,0.0487493,0.0016988746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03337905,0.0014104358,0.0025377716,0.0074242987,0.0015595059,0.006525679,0.0039053925,0.0049852584,0.005576029],"category_scores_gemma":[0.13730878,0.0009487437,0.0012215001,0.0048219655,0.0077519966,0.00993601,0.0025943,0.008225188,0.0038768526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026943264,0.000025483694,0.000085327985,0.010900708,0.0000851364,0.00011049003,0.00080612284,0.00016826746,0.00011438668,0.022052446,0.7830332,0.1825915],"study_design_scores_gemma":[0.0000135331165,0.000035769073,0.00022123115,0.02157465,0.00006139894,0.00024770593,0.00048345298,0.00014016998,0.00016176373,0.015054619,0.9619569,0.000048768055],"about_ca_topic_score_codex":0.004111923,"about_ca_topic_score_gemma":0.0066194464,"teacher_disagreement_score":0.03337905,"about_ca_system_score_codex":0.0068829334,"about_ca_system_score_gemma":0.01154667,"threshold_uncertainty_score":0.17652738},"labels":[],"label_agreement":null},{"id":"W2597941869","doi":"10.15173/mjc.v8i0.261","title":"Public sphere, alternative media and social involvement in Belarus: The role of an individual in history","year":2013,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Eastern European Communism and Reforms","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 sphere; Politics; Human rights; Authoritarianism; Political science; Political economy; Democracy; Government (linguistics); Sociology; Law","score_opus":0.07187251053828712,"score_gpt":0.2685147749901794,"score_spread":0.19664226445189226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597941869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8749686,0.0056929365,0.00046991813,0.009233135,0.00012589792,0.000018532966,0.000042755677,0.0000146511675,0.109433696],"genre_scores_gemma":[0.998231,0.0004046067,0.000026833855,0.000088412875,0.000012909414,0.0000024671908,0.000005569601,0.00000179281,0.0012265375],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99863344,0.0007700651,0.00002974108,0.00009739716,0.00009691277,0.00037242819],"domain_scores_gemma":[0.9988424,0.0005811902,0.00024254085,0.000038904804,0.00006578884,0.00022911986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017828776,0.00016151345,0.00027577297,0.0020695776,0.008262356,0.004545514,0.0004919886,0.0010371766,0.0033990168],"category_scores_gemma":[0.001843848,0.00026341178,0.00012975735,0.0015945398,0.016793856,0.005438573,0.0039051531,0.0013764945,0.00022322986],"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":[0.00006422575,0.0001417359,0.026726672,0.00017680007,0.000013372877,0.0010248893,0.5496089,0.00018862962,0.00036155374,0.39239246,0.003233778,0.026067046],"study_design_scores_gemma":[0.000019053517,0.0002321021,0.12488845,0.0008490824,0.000046971145,0.0009488039,0.64278907,0.0006364989,0.00039993384,0.051970944,0.17716266,0.000056444238],"about_ca_topic_score_codex":0.029151397,"about_ca_topic_score_gemma":0.039553847,"teacher_disagreement_score":0.029151397,"about_ca_system_score_codex":0.006535568,"about_ca_system_score_gemma":0.002662747,"threshold_uncertainty_score":0.05796343},"labels":[],"label_agreement":null},{"id":"W2606116080","doi":"10.15173/mjc.v9i0.266","title":"A Social Media Strategy for Politics in Action: The Case of CPAC, the Cable Public Affairs Channel","year":2013,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"E-Government and Public Services","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":"Partenariat Canadien Contre Le Cancer","keywords":"Social media; Acknowledgement; Politics; Public relations; Action (physics); Public service; Channel (broadcasting); Political science; Element (criminal law); Sociology; Media studies; Engineering; Telecommunications; Law; Computer security; Computer science","score_opus":0.13035663261531102,"score_gpt":0.35080637154579136,"score_spread":0.22044973893048034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606116080","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4543699,0.0007111703,0.0056270678,0.07936381,0.00055087503,0.00029106234,0.000099722514,0.00008580343,0.45890063],"genre_scores_gemma":[0.9645368,0.00029367188,0.0012476497,0.004441991,0.00012308195,0.00012385627,0.000017799237,0.000044601486,0.029170685],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9873804,0.007952132,0.000114914044,0.00043423896,0.001125162,0.0029932114],"domain_scores_gemma":[0.990288,0.0053647277,0.0005842924,0.00038012856,0.00084241596,0.002540443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046807937,0.00044714575,0.0003190466,0.0024128235,0.03706346,0.017134909,0.0017909313,0.00830423,0.015385323],"category_scores_gemma":[0.010297379,0.00040329044,0.0004340827,0.0030717186,0.01943708,0.010063574,0.0077502034,0.0055187996,0.0009925026],"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":[0.00010033772,0.0002748328,0.0063887234,0.0001714646,0.000018569855,0.017440353,0.3228046,0.0007996619,0.0006353961,0.5937902,0.039934915,0.01764087],"study_design_scores_gemma":[0.000052638534,0.000102667764,0.0025346123,0.00028107784,0.000021839307,0.0028778624,0.6566378,0.002047777,0.00060934306,0.02541958,0.30934855,0.00006630304],"about_ca_topic_score_codex":0.051305935,"about_ca_topic_score_gemma":0.07673233,"teacher_disagreement_score":0.051305935,"about_ca_system_score_codex":0.013390538,"about_ca_system_score_gemma":0.013897947,"threshold_uncertainty_score":0.10201466},"labels":[],"label_agreement":null},{"id":"W2606845274","doi":"10.15173/mjc.v9i0.270","title":"Panaché des méthodes utilisées dans les médias sociaux","year":2013,"lang":"fr","type":"article","venue":"The McMaster Journal of Communication","topic":"Business Strategy and Innovation","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":"Humanities; Political science; Philosophy","score_opus":0.12748217751612645,"score_gpt":0.3017891345883026,"score_spread":0.17430695707217614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606845274","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0066221673,0.0012165523,0.96112084,0.0017967498,0.00034923185,0.0004913097,0.00025337134,0.0011138807,0.027035873],"genre_scores_gemma":[0.060214754,0.0018551596,0.915565,0.00027080893,0.00013095139,0.0011708343,0.0002785332,0.00058709,0.019926919],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9741512,0.017100692,0.0013281597,0.0022733156,0.0046606036,0.0004860129],"domain_scores_gemma":[0.9547815,0.034404337,0.001272612,0.0049333326,0.0041794255,0.00042883554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018914895,0.001653895,0.0009121417,0.008993334,0.003179363,0.014267361,0.002666229,0.0030172376,0.01922664],"category_scores_gemma":[0.05000536,0.0011724689,0.0024898518,0.007572126,0.0059719426,0.01299657,0.0053346795,0.0039888876,0.0057941484],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015266032,0.00019450893,0.0034712225,0.0015171345,0.00015494139,0.00046767032,0.025033042,0.0029519796,0.0036918651,0.56091875,0.0065877,0.39485845],"study_design_scores_gemma":[0.00014891688,0.00016459893,0.0043509784,0.002310676,0.00016769559,0.0014933386,0.023587001,0.04978593,0.013986985,0.32915077,0.57455087,0.000302232],"about_ca_topic_score_codex":0.0089823045,"about_ca_topic_score_gemma":0.01146403,"teacher_disagreement_score":0.01922664,"about_ca_system_score_codex":0.0037122688,"about_ca_system_score_gemma":0.003823094,"threshold_uncertainty_score":0.10003269},"labels":[],"label_agreement":null},{"id":"W2614850686","doi":"10.15173/mjc.v8i0.259","title":"Redefining Gatekeeping Theory For A Digital Generation","year":2013,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":41,"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":"Gatekeeping; Computer science; Political science; Law","score_opus":0.0276541661653912,"score_gpt":0.2726078610399829,"score_spread":0.2449536948745917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614850686","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07598813,0.0022385975,0.30934352,0.024546051,0.00090621837,0.00015506688,0.00011417722,0.00015068677,0.5865577],"genre_scores_gemma":[0.9613192,0.000722558,0.019343147,0.0012597382,0.00036808942,0.00013382228,0.000038857615,0.000051893057,0.016762752],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99730885,0.0010515366,0.00008845833,0.0006440192,0.00060007104,0.00030716776],"domain_scores_gemma":[0.9952094,0.0024907629,0.00049762335,0.00084484706,0.0005933557,0.0003640789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004210019,0.00044357625,0.0003850308,0.002148624,0.002901161,0.005628034,0.0015122168,0.001858809,0.006694208],"category_scores_gemma":[0.008592105,0.00022915665,0.00067782996,0.0012615343,0.019815106,0.00925811,0.0033367868,0.0029437137,0.00066326326],"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":[0.0000024748242,0.0000041177173,0.000100740355,0.000005733395,8.6226146e-7,0.00001715125,0.0008100615,0.00016443961,0.00003278555,0.9969593,0.00023899686,0.0016633077],"study_design_scores_gemma":[0.000012560041,0.000016614313,0.0001867767,0.000030112826,0.0000044049625,0.00003660045,0.0005493469,0.00214138,0.000119382814,0.9754994,0.021395845,0.0000075712974],"about_ca_topic_score_codex":0.0030946012,"about_ca_topic_score_gemma":0.0016235876,"teacher_disagreement_score":0.006694208,"about_ca_system_score_codex":0.0038590592,"about_ca_system_score_gemma":0.0021356826,"threshold_uncertainty_score":0.02799958},"labels":[],"label_agreement":null},{"id":"W2616851353","doi":"10.15173/mjc.v9i0.273","title":"Building a Social Media Strategy for Frontenac Community Mental Health & Addiction Services (FCMHS)","year":2013,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Social Media in Health Education","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":"Mental health; Addiction; Agency (philosophy); Social media; Public relations; Stigma (botany); Psychology; Sociology; Psychiatry; Political science; Social science","score_opus":0.19061999507967556,"score_gpt":0.4248126324651723,"score_spread":0.23419263738549675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616851353","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56912667,0.0015610168,0.01950317,0.0710865,0.00088277645,0.0033519776,0.0001911437,0.0008064429,0.33349028],"genre_scores_gemma":[0.90490246,0.0014188827,0.022431385,0.0038974371,0.00019140163,0.0010294078,0.000121498786,0.00012947671,0.06587817],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968182,0.0018832429,0.00005124885,0.00013397391,0.00037346594,0.00073989993],"domain_scores_gemma":[0.99591285,0.0014342776,0.00018131286,0.00018714064,0.00051521504,0.0017691064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035300895,0.00066564966,0.00016623172,0.0017739285,0.014271652,0.00717251,0.0018462295,0.002450728,0.009652268],"category_scores_gemma":[0.0053761983,0.00027030695,0.00039913566,0.0010855704,0.004021116,0.005009908,0.007627549,0.0015125119,0.0017134739],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019048013,0.0029184024,0.02302128,0.0009786136,0.000058027897,0.014183761,0.29074353,0.0009708577,0.006229491,0.042583372,0.10449384,0.51362836],"study_design_scores_gemma":[0.00008909616,0.0007309628,0.01156994,0.00076434313,0.0000661078,0.0013971305,0.47211736,0.002374875,0.0030082606,0.005339399,0.5024807,0.00006185086],"about_ca_topic_score_codex":0.09131942,"about_ca_topic_score_gemma":0.25415128,"teacher_disagreement_score":0.09131942,"about_ca_system_score_codex":0.009015618,"about_ca_system_score_gemma":0.019330237,"threshold_uncertainty_score":0.18157578},"labels":[],"label_agreement":null},{"id":"W2617133852","doi":"10.15173/mjc.v9i0.265","title":"“So, should we stay in touch?” A Plan to Build Community Using Social Media Among Alumni of the Michael G. DeGroote School of Medicine at McMaster University","year":2013,"lang":"en","type":"article","venue":"The McMaster Journal of 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":"Prestige; Social media; Institution; Plan (archaeology); Sociology; Public relations; Alma mater; Medical education; Psychology; Medicine; Political science; Social science; Law; History","score_opus":0.18580367241986215,"score_gpt":0.3660567608169181,"score_spread":0.18025308839705598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617133852","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07395624,0.0026286715,0.0063113053,0.84742075,0.0045282673,0.0011303392,0.000053721324,0.0005210458,0.06344963],"genre_scores_gemma":[0.6268174,0.007128024,0.044586536,0.21701531,0.002265332,0.0017192049,0.00017601249,0.00023016553,0.10006206],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929925,0.003838336,0.0000978016,0.0003338061,0.00079757074,0.0019399386],"domain_scores_gemma":[0.98166966,0.0014755969,0.00060803484,0.0005424249,0.0016256074,0.014078694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008510997,0.00066904497,0.0003446346,0.0014926334,0.022045892,0.01032233,0.0027481606,0.006955652,0.012456848],"category_scores_gemma":[0.011604962,0.0005611144,0.0009036496,0.00088885246,0.007775377,0.013195002,0.010123658,0.009390714,0.0040132618],"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":[0.000115593786,0.0021561466,0.017434414,0.00069829973,0.0000496141,0.0033236796,0.14357042,0.00018241577,0.0027694558,0.031092828,0.56439763,0.23420948],"study_design_scores_gemma":[0.00011867608,0.00089329825,0.009386113,0.00089868146,0.00004086542,0.0010505493,0.4098263,0.00043677771,0.000982815,0.012094638,0.5641543,0.000116897136],"about_ca_topic_score_codex":0.008702445,"about_ca_topic_score_gemma":0.0386628,"teacher_disagreement_score":0.022045892,"about_ca_system_score_codex":0.003683409,"about_ca_system_score_gemma":0.022457294,"threshold_uncertainty_score":0.045010984},"labels":[],"label_agreement":null},{"id":"W2620803763","doi":"10.15173/mjc.v8i0.262","title":"The Politics of Transparency","year":2013,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Cinema and Media Studies","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":"Aurora College; University of Toronto","funders":"","keywords":"Spectacle; Transparency (behavior); Politics; Sociology; Aesthetics; Ideology; Framing (construction); Political science; Media studies; Law; Law and economics; Art; History","score_opus":0.04237721645524205,"score_gpt":0.23561949624974488,"score_spread":0.1932422797945028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620803763","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04477783,0.007814448,0.021023018,0.12340868,0.0012848141,0.00004289916,0.00010704634,0.00011599588,0.80142534],"genre_scores_gemma":[0.9695173,0.0017559078,0.001972961,0.0054636253,0.0007978792,0.0000510252,0.000023591956,0.000081379556,0.020336235],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9865745,0.0080448855,0.0003147628,0.0012985322,0.0027496403,0.0010177317],"domain_scores_gemma":[0.9779915,0.015171316,0.0023865,0.0023263895,0.0014005158,0.0007236605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007609433,0.0004297503,0.00028933157,0.001566847,0.0075252997,0.013400785,0.00074188085,0.003924087,0.006783484],"category_scores_gemma":[0.025309764,0.0003521815,0.00041951973,0.0014728913,0.032700423,0.012866067,0.007233144,0.006955633,0.00080221205],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011344911,0.000005365702,0.00030505835,0.000026949263,0.0000048040124,0.00005309882,0.0064223516,0.000116334304,0.00017763936,0.98496175,0.0029056326,0.005009636],"study_design_scores_gemma":[0.000018636027,0.000027307035,0.0009649122,0.00024749842,0.000012924665,0.00015615024,0.0051682345,0.00036273553,0.0007050144,0.71930337,0.273005,0.000028215072],"about_ca_topic_score_codex":0.0036296248,"about_ca_topic_score_gemma":0.0021495833,"teacher_disagreement_score":0.013400785,"about_ca_system_score_codex":0.006085679,"about_ca_system_score_gemma":0.0037571928,"threshold_uncertainty_score":0.044154882},"labels":[],"label_agreement":null},{"id":"W2621398667","doi":"10.15173/mjc.v8i0.263","title":"Creating Cellular Vision: Cell Phone Photography and the (Shifting) Photographic Eye\"","year":2013,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Photography; Camera phone; Phone; Gaze; Visual arts; Temporality; Computer science; Art; Computer vision","score_opus":0.01619354047429966,"score_gpt":0.23351487993935294,"score_spread":0.21732133946505328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621398667","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2568503,0.011776161,0.010820943,0.03759025,0.0011126603,0.00004863985,0.000041963656,0.000118714204,0.68164045],"genre_scores_gemma":[0.94191486,0.0034347693,0.0036262136,0.002265664,0.00024956098,0.000020225654,0.000009947382,0.000027635755,0.048451122],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99950624,0.0002690723,0.000009861253,0.000051754927,0.00009264457,0.000070397175],"domain_scores_gemma":[0.9995322,0.00020238101,0.00007457212,0.0000699022,0.00006117731,0.000059740818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006241757,0.00019422,0.00007108594,0.00046616455,0.002578931,0.0047915457,0.00033794463,0.0008863862,0.007474536],"category_scores_gemma":[0.0015322486,0.00009320386,0.0001227784,0.00029549922,0.008742016,0.0027136393,0.0025733819,0.0012025773,0.0005948707],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085938285,0.00004448791,0.0030295074,0.0002459023,0.0000097561215,0.000985364,0.20770246,0.00011589168,0.004096629,0.54504985,0.03214523,0.20648901],"study_design_scores_gemma":[0.000026130994,0.00013370234,0.009073707,0.0005885535,0.000030588268,0.0027721121,0.16172175,0.0004196342,0.0062092873,0.068087384,0.7508898,0.000047355938],"about_ca_topic_score_codex":0.0061067184,"about_ca_topic_score_gemma":0.013725941,"teacher_disagreement_score":0.007474536,"about_ca_system_score_codex":0.001337764,"about_ca_system_score_gemma":0.0011288594,"threshold_uncertainty_score":0.025004804},"labels":[],"label_agreement":null},{"id":"W2622098837","doi":"10.15173/mjc.v8i0.258","title":"Editorial: Introduction to Communities, Publics, and Communication","year":2013,"lang":"en","type":"editorial","venue":"The McMaster Journal of Communication","topic":"Eastern European Communism and Reforms","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":"Publics; Sociology; Political science; Media studies; Politics; Law","score_opus":0.017908991474255075,"score_gpt":0.2839323689673022,"score_spread":0.2660233774930471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2622098837","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000025835529,0.0064320266,0.000090169444,0.051577087,0.9377973,0.000019845962,0.000044142365,0.00003091536,0.0039827274],"genre_scores_gemma":[0.0009221727,0.0077348915,0.0001470279,0.031299464,0.9317435,0.000038415506,0.000053204996,0.00005245802,0.028008806],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935329,0.0012845792,0.0006042196,0.00062660006,0.003471802,0.00047985947],"domain_scores_gemma":[0.979596,0.0064418563,0.0009407075,0.00055939483,0.009476545,0.0029853827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005887292,0.003476261,0.0022415537,0.0044092946,0.0057234205,0.009058568,0.0032285983,0.009429442,0.022700751],"category_scores_gemma":[0.023362854,0.0006918487,0.0019631446,0.0023122095,0.0035984155,0.005076235,0.0021182632,0.0138607025,0.0137181645],"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":[0.0000064194924,0.0000033416766,0.000007756253,0.00005029833,0.0000018735062,0.000020284004,0.00001584944,0.0000068047434,0.000009910082,0.00024881784,0.99748504,0.0021436748],"study_design_scores_gemma":[0.000013341157,0.000010616927,0.00012450022,0.00037684635,0.000009313965,0.00006404249,0.00009511213,0.000039781542,0.000029490651,0.00096134,0.99826705,0.000008624539],"about_ca_topic_score_codex":0.0059593734,"about_ca_topic_score_gemma":0.012792282,"teacher_disagreement_score":0.022700751,"about_ca_system_score_codex":0.005521004,"about_ca_system_score_gemma":0.006892979,"threshold_uncertainty_score":0.07594162},"labels":[],"label_agreement":null},{"id":"W2624057869","doi":"10.15173/mjc.v9i0.275","title":"The Hamilton Philharmonic Orchestra: Building an Online Community","year":2013,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Software deployment; Social media; Plan (archaeology); Online community; Value (mathematics); Public relations; Computer science; Sociology; Multimedia; Political science; World Wide Web; History","score_opus":0.10163507673430117,"score_gpt":0.35505453677881177,"score_spread":0.2534194600445106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624057869","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5410435,0.0010009939,0.09248121,0.011713156,0.00086807186,0.0013750625,0.0001420131,0.002003041,0.34937292],"genre_scores_gemma":[0.9253467,0.00044341886,0.044734985,0.00086011516,0.00018463678,0.00034679685,0.0001395853,0.00024828326,0.027695386],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99543625,0.0027429345,0.00006272044,0.0003342026,0.00091845787,0.0005054075],"domain_scores_gemma":[0.99113476,0.0033189133,0.00051009655,0.0011735477,0.0006642658,0.003198392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048917797,0.0004086036,0.00020521421,0.0012015696,0.0069684605,0.0040527284,0.0015448572,0.0010682452,0.011446481],"category_scores_gemma":[0.010954565,0.00034676233,0.00028706147,0.000820616,0.0047450736,0.0069248355,0.011579142,0.0010859588,0.0022075577],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071665505,0.0015098014,0.02195787,0.0006643677,0.00007607706,0.0017540863,0.10630184,0.0026506432,0.0071513196,0.15606643,0.07534955,0.6258013],"study_design_scores_gemma":[0.00038150736,0.001638638,0.010589997,0.00040854365,0.00008532229,0.0008706028,0.12722874,0.01245755,0.005686531,0.03861249,0.8018882,0.00015181329],"about_ca_topic_score_codex":0.0077822483,"about_ca_topic_score_gemma":0.01632513,"teacher_disagreement_score":0.011446481,"about_ca_system_score_codex":0.0015192999,"about_ca_system_score_gemma":0.004101793,"threshold_uncertainty_score":0.03829229},"labels":[],"label_agreement":null},{"id":"W2625870057","doi":"10.15173/mjc.v9i0.272","title":"Medicine 2.0 Meets Ontario Hospitals: Why Hospitals Have Been Slow to Adopt Social Media","year":2013,"lang":"en","type":"article","venue":"The McMaster Journal of 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":"Social media; Conversation; Public relations; The Internet; Health care; Investment (military); Social care; Business; Psychology; Nursing; Medicine; Political science","score_opus":0.08770996142919407,"score_gpt":0.3600907400058147,"score_spread":0.27238077857662063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625870057","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39458972,0.009513008,0.00071586383,0.47397712,0.0011714548,0.00018562545,0.0020518305,0.00034552286,0.1174498],"genre_scores_gemma":[0.9223292,0.008879588,0.0011843814,0.044923432,0.00049259065,0.00012880706,0.00053641724,0.0002544321,0.021271136],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99192786,0.001452382,0.0004024397,0.0005222763,0.0038817206,0.0018133499],"domain_scores_gemma":[0.94311816,0.008869843,0.011300925,0.0014095898,0.012138464,0.023162942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005431354,0.00027176982,0.00034767247,0.001519091,0.006935748,0.008757839,0.0018915489,0.0024352495,0.020046646],"category_scores_gemma":[0.042923983,0.0006466669,0.0004107869,0.002869525,0.003787589,0.005004098,0.004181289,0.003205104,0.0027394095],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025484266,0.00026217394,0.3688997,0.0012247809,0.000098770965,0.0009317411,0.06482252,0.00020316771,0.0015450276,0.0069397334,0.31055284,0.2442647],"study_design_scores_gemma":[0.00005621003,0.0001866313,0.54857165,0.0015923327,0.00005554923,0.0004251431,0.08177533,0.00044865112,0.00030921327,0.0011772614,0.3652146,0.0001874724],"about_ca_topic_score_codex":0.7765068,"about_ca_topic_score_gemma":0.87514263,"teacher_disagreement_score":0.7765068,"about_ca_system_score_codex":0.028493367,"about_ca_system_score_gemma":0.055823315,"threshold_uncertainty_score":0.44961882},"labels":[],"label_agreement":null},{"id":"W2626278721","doi":"10.15173/mjc.v9i0.274","title":"The Natural Path to Social Media: Assessing the Implications of Social Media in Relationship Management and Audience Engagement for Naturopathic Doctors","year":2013,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Naturopathy; Perception; Public relations; Social media; Face (sociological concept); Natural (archaeology); Media coverage; Psychology; Sociology; Social psychology; Political science; Medicine; Alternative medicine; Media studies; Social science; Law","score_opus":0.06132830298804097,"score_gpt":0.35825719633654346,"score_spread":0.2969288933485025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626278721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98919964,0.00020705827,0.00035995903,0.001048423,0.000013854826,0.00023729661,0.000025308063,0.0000039823963,0.008904566],"genre_scores_gemma":[0.99818593,0.00023060429,0.0004599929,0.00015554097,0.00001031424,0.0003252476,0.000013221106,0.0000030983026,0.00061598484],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98051584,0.015999947,0.000574553,0.00047885603,0.0014878983,0.0009429963],"domain_scores_gemma":[0.91017383,0.07557875,0.0070261373,0.0011536658,0.0029906027,0.003077051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017583381,0.00025139883,0.0003259836,0.0022045108,0.0044169985,0.0060086343,0.0010219285,0.0013531484,0.005376825],"category_scores_gemma":[0.06394716,0.00045793495,0.00046563832,0.0013040309,0.0037674445,0.0057012457,0.0060124546,0.0019646315,0.00040729032],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008458416,0.0026524684,0.22818704,0.0011104274,0.00009945898,0.0004778563,0.6844138,0.00018987899,0.00097547076,0.005043531,0.0006776106,0.075326584],"study_design_scores_gemma":[0.00011150914,0.0015823229,0.20380028,0.0006767304,0.0001249887,0.00018613903,0.78390235,0.0008874727,0.0005968922,0.002072509,0.0060173697,0.000041486877],"about_ca_topic_score_codex":0.0031476126,"about_ca_topic_score_gemma":0.005904043,"teacher_disagreement_score":0.017583381,"about_ca_system_score_codex":0.0035747376,"about_ca_system_score_gemma":0.0040001203,"threshold_uncertainty_score":0.092990935},"labels":[],"label_agreement":null},{"id":"W2626892824","doi":"10.15173/mjc.v9i0.267","title":"Review of “Socialnomics” by Erik Qualman and “The Business of Influence” by Philip Sheldrake","year":2013,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Globalization and Economic Impact","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":"Cognitive reframing; Sociology; Media studies; Social media; Psychology; Political science; Social psychology; Law","score_opus":0.014113318259173783,"score_gpt":0.2805918052489164,"score_spread":0.26647848698974264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626892824","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009619969,0.9762038,0.00018039593,0.011339053,0.0069928328,0.000008137773,0.000027283546,0.0000065530303,0.0051457062],"genre_scores_gemma":[0.0016703798,0.9701558,0.00019327788,0.010628015,0.011137452,0.00002591011,0.00007479898,0.000024561397,0.006089832],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980818,0.00066558353,0.00014739974,0.00024804907,0.00073723565,0.00011991562],"domain_scores_gemma":[0.9940943,0.0033358706,0.00032538627,0.00013509832,0.0017904013,0.00031899233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025316593,0.0011595528,0.0017333812,0.006293056,0.0013924191,0.0044503906,0.0011468099,0.0023163843,0.009770183],"category_scores_gemma":[0.009595584,0.0006407794,0.0007250945,0.011293095,0.0033298086,0.0064624916,0.0020331764,0.003988588,0.004887277],"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":[0.000026607475,0.000022315282,0.00015694422,0.0038433084,0.00003267464,0.000056596342,0.0004610921,0.00010775124,0.00011230202,0.017100371,0.81041086,0.1676692],"study_design_scores_gemma":[0.0000029988685,0.000011612472,0.00041010865,0.00297845,0.000009819549,0.00008731101,0.00017928952,0.000015684473,0.00002544506,0.0019954962,0.9942755,0.000008256675],"about_ca_topic_score_codex":0.008097157,"about_ca_topic_score_gemma":0.012853584,"teacher_disagreement_score":0.009770183,"about_ca_system_score_codex":0.0032375508,"about_ca_system_score_gemma":0.0053385394,"threshold_uncertainty_score":0.032684505},"labels":[],"label_agreement":null},{"id":"W303732488","doi":"","title":"Constructivism & Epistemic Community: Theoretical Tools for Understanding the Crafting of Foreign Policy toward Non-State Actors","year":2004,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Terrorism, Counterterrorism, and Political Violence","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ideology; Constructivism (international relations); Political science; Islam; Foreign policy; State (computer science); Epistemic community; Construct (python library); Epistemology; Militant; Political economy; Sociology; Public administration; Public relations; International relations; Law; Politics; Computer science","score_opus":0.09111159204021689,"score_gpt":0.35014529267178396,"score_spread":0.25903370063156705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W303732488","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029462034,0.006125121,0.8090375,0.028174907,0.00033559452,0.00038621793,0.00013802803,0.00018440132,0.12615626],"genre_scores_gemma":[0.8712152,0.0031294993,0.11932387,0.0013793987,0.0003495728,0.0014233098,0.00012889103,0.00009482263,0.0029554577],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97271293,0.023016647,0.00073008094,0.0010455524,0.0017565702,0.00073818903],"domain_scores_gemma":[0.94758606,0.042700812,0.002940707,0.0042205537,0.0015508576,0.0010010111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.037472803,0.0013864831,0.0013963957,0.011921085,0.0058386787,0.015307684,0.003291629,0.0038314713,0.0031375817],"category_scores_gemma":[0.026171217,0.0007257755,0.0015132272,0.0077670566,0.095018215,0.024361081,0.008801033,0.006649089,0.00032703477],"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":[0.0000052236824,0.000009522006,0.00024749,0.000069345544,0.000010152655,0.000029425039,0.0086535,0.00031316024,0.00003211039,0.98773324,0.00017246342,0.0027244175],"study_design_scores_gemma":[0.000009530484,0.000008206903,0.000116256306,0.00010220783,0.000004413831,0.000042490956,0.0045975437,0.0008618434,0.0000526022,0.9874171,0.0067796833,0.000008065547],"about_ca_topic_score_codex":0.0034743492,"about_ca_topic_score_gemma":0.0020679033,"teacher_disagreement_score":0.037472803,"about_ca_system_score_codex":0.007699431,"about_ca_system_score_gemma":0.0067705717,"threshold_uncertainty_score":0.19817746},"labels":[],"label_agreement":null},{"id":"W3092712368","doi":"10.15173/mjc.v12i2.2173","title":"Dealing with negative social media comments: The giant bullhorn that punctures holes in organizations’ walls, like an arrow to the chest","year":2020,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Misinformation and Its Impacts","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":"Mount Saint Vincent University","funders":"","keywords":"Negativity effect; Social media; Negativity bias; Psychology; Reputation; Context (archaeology); Social psychology; Public relations; Computer science; Sociology; Political science","score_opus":0.06252303468333557,"score_gpt":0.3008088280277313,"score_spread":0.2382857933443957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092712368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70777875,0.0021057616,0.03797204,0.034174368,0.003541628,0.00031107856,0.00040891406,0.0011070675,0.21260042],"genre_scores_gemma":[0.9626228,0.00080558524,0.006456613,0.0069624367,0.00058566115,0.000120521574,0.0001151847,0.00033345883,0.021997703],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99591184,0.002716685,0.00011678105,0.0002410797,0.0007364835,0.00027712085],"domain_scores_gemma":[0.9845377,0.009214856,0.002629697,0.0008528214,0.0018741121,0.0008908286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031653787,0.0009513548,0.00027026443,0.0010539362,0.00631892,0.0047615524,0.0007194552,0.003293219,0.005841334],"category_scores_gemma":[0.019715728,0.00031713757,0.00049775053,0.0006079751,0.006935646,0.006387849,0.004285841,0.0029214364,0.0024521905],"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":[0.0004566102,0.00014889675,0.023952352,0.0012451728,0.0001317421,0.006660578,0.7138922,0.0004941212,0.0322861,0.036514796,0.08443468,0.09978278],"study_design_scores_gemma":[0.000037557,0.0004065253,0.02265137,0.0012252561,0.00008386053,0.007136671,0.5935192,0.0021112,0.010173267,0.014571688,0.34777752,0.0003058066],"about_ca_topic_score_codex":0.0016811577,"about_ca_topic_score_gemma":0.0031428703,"teacher_disagreement_score":0.00631892,"about_ca_system_score_codex":0.0011677764,"about_ca_system_score_gemma":0.0006431442,"threshold_uncertainty_score":0.019541264},"labels":[],"label_agreement":null},{"id":"W3093152975","doi":"10.15173/mjc.v12i2.2464","title":"Social media: Are the lines between professional and personal use blurring?","year":2020,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Social media; Public relations; Social media optimization; Media relations; Digital media; Sociology; Politics; Advertising; Internet privacy; Business; Political science; World Wide Web; Computer science","score_opus":0.14702869074064692,"score_gpt":0.3470621925921743,"score_spread":0.20003350185152738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093152975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44555455,0.018851226,0.017301532,0.16668473,0.0010810044,0.00015021948,0.00018666958,0.00017783153,0.35001227],"genre_scores_gemma":[0.9864563,0.0035777981,0.0012273267,0.0037398096,0.00034497996,0.00007433333,0.000033116747,0.00005812996,0.004488114],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.98512125,0.00845099,0.0005308907,0.0013195651,0.003559654,0.0010175012],"domain_scores_gemma":[0.97248954,0.01685806,0.004019827,0.0017680089,0.002693417,0.002171153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008893423,0.00050358777,0.0006018681,0.0050474326,0.00656932,0.022235166,0.0014817718,0.0036190727,0.0063775424],"category_scores_gemma":[0.025259642,0.0005625176,0.0003439503,0.0048515643,0.036585193,0.030933825,0.00853041,0.004017785,0.0009920208],"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":[0.00008655321,0.000109809276,0.020212453,0.0005626759,0.000038452763,0.00074152375,0.5525583,0.00007253279,0.00080994127,0.28339407,0.0070064496,0.13440724],"study_design_scores_gemma":[0.000016622009,0.00009559287,0.031374313,0.0013435994,0.000032786113,0.0008572613,0.69801456,0.00034611835,0.000542739,0.13374235,0.13356334,0.00007068825],"about_ca_topic_score_codex":0.00797689,"about_ca_topic_score_gemma":0.008250666,"teacher_disagreement_score":0.022235166,"about_ca_system_score_codex":0.0061380314,"about_ca_system_score_gemma":0.0044051083,"threshold_uncertainty_score":0.04703343},"labels":[],"label_agreement":null},{"id":"W3109467028","doi":"10.15173/mjc.v12i1.2385","title":"The incorporation of corporate social responsibility guidelines in the organizational culture of Eletrosul","year":2020,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Business and Management Studies","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":"Corporate social responsibility; Organizational culture; Social responsibility; Public relations; Context (archaeology); Business; Political science","score_opus":0.2575701518669572,"score_gpt":0.39559436431547135,"score_spread":0.13802421244851415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109467028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9778561,0.00037032404,0.0016937015,0.002512603,0.000021132979,0.00005077241,0.00000868693,0.0000103603115,0.01747637],"genre_scores_gemma":[0.9989108,0.00011079964,0.000388472,0.00012244815,0.0000026122916,0.000009802978,0.000002417494,0.0000017667292,0.0004508798],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99359447,0.0042058816,0.0002524784,0.00035461294,0.0011223119,0.00047026164],"domain_scores_gemma":[0.99089336,0.0042704567,0.0024284965,0.000563175,0.0010937295,0.0007508116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050861235,0.00017711139,0.00016837509,0.0009790307,0.0030502642,0.003967558,0.00062711304,0.0006112882,0.00064513256],"category_scores_gemma":[0.01026821,0.00017657502,0.00013508342,0.00091434625,0.008611533,0.0019134169,0.003832753,0.00090044754,0.000050992625],"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":[0.00003629391,0.00015642653,0.118390165,0.00024280345,0.000027886803,0.0011703166,0.74813104,0.00034375477,0.0044789733,0.025667103,0.0009525106,0.10040269],"study_design_scores_gemma":[0.000010909344,0.00024292064,0.11921616,0.00059863395,0.000027445347,0.00062914245,0.822431,0.0006715491,0.0018906443,0.0040353998,0.050185032,0.000061191415],"about_ca_topic_score_codex":0.012432411,"about_ca_topic_score_gemma":0.029445,"teacher_disagreement_score":0.012432411,"about_ca_system_score_codex":0.0055720196,"about_ca_system_score_gemma":0.006744032,"threshold_uncertainty_score":0.040428042},"labels":[],"label_agreement":null},{"id":"W312084400","doi":"10.15173/mjc.v4i0.235","title":"‘To Sir with Love’: A Critical Analysis of the Transnational Community Communicated through the Mail-Order Bride Industry","year":2007,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Gender, Feminism, and Media","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":"Bride; Mail order; Order (exchange); Advertising; Sociology; Business; Art; Art history","score_opus":0.0649917046079285,"score_gpt":0.36272709270223236,"score_spread":0.2977353880943039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W312084400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7680959,0.0049206815,0.005260034,0.035097465,0.001066698,0.00022242613,0.00011585639,0.00006476625,0.18515617],"genre_scores_gemma":[0.983508,0.0014414118,0.00073018705,0.0018693777,0.00024406395,0.00010627523,0.000034913082,0.000058871257,0.012006925],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99387217,0.0050356993,0.00007226201,0.00021248653,0.00038801713,0.00041940773],"domain_scores_gemma":[0.9898196,0.007899081,0.0005232273,0.0003283255,0.00097613165,0.00045368064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061026937,0.0008475144,0.000505832,0.003742182,0.021784352,0.012620759,0.0013809393,0.003811337,0.004228402],"category_scores_gemma":[0.012608721,0.0004585869,0.0003069806,0.0021561906,0.030058526,0.010180559,0.005644769,0.0059214565,0.00040292498],"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":[0.000011411022,0.00000874804,0.00020833123,0.00003545833,0.0000017038105,0.0004002516,0.9805321,0.000009162212,0.00016293809,0.015729552,0.0011571469,0.0017432452],"study_design_scores_gemma":[0.0000019131755,0.000013642402,0.00046482985,0.00011667347,0.0000028675038,0.00018935138,0.9660275,0.000045428467,0.00024134277,0.0015321564,0.031357367,0.0000069617467],"about_ca_topic_score_codex":0.01112666,"about_ca_topic_score_gemma":0.017319357,"teacher_disagreement_score":0.021784352,"about_ca_system_score_codex":0.006889123,"about_ca_system_score_gemma":0.0034091547,"threshold_uncertainty_score":0.049984276},"labels":[],"label_agreement":null},{"id":"W3123349751","doi":"10.15173/mjc.v12i2.1001","title":"A cultural aperture: An inter-provincial analysis of FNMI representation in Canadian news dailies","year":2020,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Media Studies and 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":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Framing (construction); Representation (politics); Mainstream; Salience (neuroscience); Newspaper; News media; Media studies; Content analysis; Sociology; News values; Political science; Social science; History; Psychology; Law; Politics; Cognitive psychology","score_opus":0.0741259098665394,"score_gpt":0.3530652883014873,"score_spread":0.2789393784349479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123349751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855921,0.0002757481,0.00029359,0.00074810884,0.000020228463,0.00006834376,0.0003575487,0.000007313698,0.012637016],"genre_scores_gemma":[0.99791294,0.00020502825,0.00025716107,0.00008109778,0.000004519278,0.00002663562,0.00013515749,0.000009306694,0.0013681089],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99737275,0.00057249196,0.00009983394,0.0002935444,0.00081200927,0.0008493119],"domain_scores_gemma":[0.9924436,0.0024574036,0.0011636149,0.00036283192,0.0027079391,0.0008646011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035645477,0.00029792183,0.00042126037,0.006746747,0.014889233,0.0053660157,0.0012634456,0.00044862597,0.0026138297],"category_scores_gemma":[0.011869081,0.00036162382,0.00020922236,0.013007255,0.005625838,0.0015061528,0.0039848676,0.0012896949,0.00009967944],"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":[0.00007579656,0.000023485874,0.0888938,0.00012113873,0.00001612777,0.000570569,0.88737625,0.00009246367,0.0009704508,0.004914663,0.0012203254,0.015725],"study_design_scores_gemma":[0.000002498094,0.000017285343,0.15625797,0.000114426395,0.000012963595,0.00008270264,0.8266938,0.00019580055,0.00020390814,0.00023780014,0.016156666,0.000024200135],"about_ca_topic_score_codex":0.9766084,"about_ca_topic_score_gemma":0.9905862,"teacher_disagreement_score":0.059281573,"about_ca_system_score_codex":0.059281573,"about_ca_system_score_gemma":0.059284776,"threshold_uncertainty_score":0.43011993},"labels":[],"label_agreement":null},{"id":"W3125912227","doi":"10.15173/mjc.v12i1.2374","title":"Internal communications and goal achievement: The CEO’s perspective","year":2020,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Internal communications; Group cohesiveness; Public relations; Reputation; Loyalty; Business; Excellence; Function (biology); Perspective (graphical); Management; Marketing; Psychology; Political science; Computer science; Social psychology","score_opus":0.0491465020976984,"score_gpt":0.3350571816290172,"score_spread":0.2859106795313188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125912227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46481472,0.0063038515,0.013677244,0.09348431,0.0006498498,0.000039891314,0.000058477166,0.000081981656,0.4208897],"genre_scores_gemma":[0.99430496,0.00078023743,0.00055731396,0.0010786533,0.00014314303,0.000005785947,0.000008311034,0.000007631771,0.0031139455],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.998254,0.0009626622,0.000040715393,0.00007333476,0.00033149126,0.00033777676],"domain_scores_gemma":[0.9957884,0.0016174179,0.0005727017,0.000083151564,0.0007782289,0.001160135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001839137,0.00028906687,0.00015314097,0.0012970207,0.0016525546,0.004960357,0.00029489133,0.0012721198,0.0018561746],"category_scores_gemma":[0.0038850873,0.00011145205,0.00013287521,0.00052667357,0.0045668767,0.0020891211,0.0016948687,0.0018579749,0.00021622922],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012092123,0.00041062725,0.06508804,0.00033789777,0.000045597408,0.0022632494,0.083237775,0.0012551384,0.0026345248,0.7517815,0.019499643,0.073325045],"study_design_scores_gemma":[0.00012199697,0.00093657174,0.11824958,0.0012088504,0.00010536462,0.00406999,0.2885023,0.006518809,0.0038471357,0.24193668,0.33433235,0.00017030144],"about_ca_topic_score_codex":0.0031393378,"about_ca_topic_score_gemma":0.0028958733,"teacher_disagreement_score":0.004960357,"about_ca_system_score_codex":0.0020105306,"about_ca_system_score_gemma":0.0031491572,"threshold_uncertainty_score":0.014587462},"labels":[],"label_agreement":null},{"id":"W3128355614","doi":"10.15173/mjc.v12i1.2382","title":"Examining the role of and value placed on trusted advisors as viewed by the Chief Executive Officer: A case study on the trusted advisor","year":2020,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Officer; Value (mathematics); Chief executive officer; Public relations; Direct Anonymous Attestation; Perspective (graphical); Trusted Computing; Management; Psychology; Business; Political science; Computer security; Computer science; Law","score_opus":0.05002684063352258,"score_gpt":0.3115874926781894,"score_spread":0.26156065204466683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128355614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886557,0.00032485684,0.00045712743,0.0019116364,0.000031841028,0.000030523253,0.000012090875,0.000004896438,0.008571385],"genre_scores_gemma":[0.9949964,0.0005247301,0.00050638814,0.0003560596,0.000029052133,0.000018537945,0.00000901278,0.0000060925972,0.003553808],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9927529,0.005342438,0.00014371588,0.00018835616,0.00065906474,0.0009136003],"domain_scores_gemma":[0.98436004,0.011655483,0.001519342,0.00028119705,0.00083310687,0.0013507901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00570034,0.00030779294,0.0003409419,0.0012306758,0.013153555,0.0049260366,0.0012785997,0.002161278,0.0030251963],"category_scores_gemma":[0.012563694,0.00029479378,0.00022132584,0.001216888,0.0060660834,0.0032107164,0.003326871,0.002819356,0.00036403074],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051150255,0.00015363886,0.014854891,0.00014174002,0.0000056306744,0.017240616,0.94681984,0.00010077295,0.0015876454,0.0056368457,0.0017723029,0.011635013],"study_design_scores_gemma":[0.000004806726,0.00008550129,0.006529244,0.00010957767,0.00000594396,0.0017524738,0.978512,0.00016905088,0.0005653549,0.00029934008,0.011953723,0.0000130345115],"about_ca_topic_score_codex":0.018236725,"about_ca_topic_score_gemma":0.056328233,"teacher_disagreement_score":0.018236725,"about_ca_system_score_codex":0.005687166,"about_ca_system_score_gemma":0.004085589,"threshold_uncertainty_score":0.04126346},"labels":[],"label_agreement":null},{"id":"W3134132715","doi":"10.15173/mjc.v12i2.2450","title":"Troubleshooting algorithms: A book review of Weapons of Math Destruction by Cathy O’Neil","year":2020,"lang":"en","type":"review","venue":"The McMaster Journal of Communication","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","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":"Troubleshooting; Transparency (behavior); Algorithm; Computer science; Process (computing); Artificial intelligence; Machine learning; Computer security","score_opus":0.08273115804528815,"score_gpt":0.31864737093834183,"score_spread":0.2359162128930537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134132715","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000058114772,0.97534686,0.000825474,0.012707582,0.0029378298,0.000014366223,0.000054073542,0.00004440509,0.008011267],"genre_scores_gemma":[0.00084550556,0.9741856,0.0010225029,0.010109485,0.0043555764,0.000038995688,0.000070656184,0.000066425055,0.009305158],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826473,0.00042722616,0.0001223944,0.00016220749,0.0009504559,0.000072902374],"domain_scores_gemma":[0.9912549,0.005892727,0.000410858,0.00022390312,0.0019317704,0.00028573806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022789584,0.00091021694,0.0012372207,0.0042322967,0.0007194922,0.0029623725,0.0010740837,0.0020272117,0.009852874],"category_scores_gemma":[0.01081227,0.00066884764,0.000597638,0.0064669233,0.0023268224,0.0043088985,0.0013139835,0.005432464,0.009205477],"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":[0.000020334805,0.00003135356,0.00006902689,0.0021248292,0.000029305978,0.000021329053,0.00010031292,0.00026128715,0.00008751109,0.015118933,0.7305046,0.25163117],"study_design_scores_gemma":[0.00000798121,0.000012403887,0.000108580745,0.0018169179,0.000010299475,0.00007389206,0.000027449558,0.000056326917,0.000029131532,0.0044313683,0.99341476,0.0000108121785],"about_ca_topic_score_codex":0.0063210637,"about_ca_topic_score_gemma":0.012475874,"teacher_disagreement_score":0.009852874,"about_ca_system_score_codex":0.0023103622,"about_ca_system_score_gemma":0.003800629,"threshold_uncertainty_score":0.03296119},"labels":[],"label_agreement":null},{"id":"W3134173460","doi":"10.15173/mjc.v12i2.2528","title":"Editorial: Avoiding unconscious bias in media consumption","year":2020,"lang":"en","type":"editorial","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Acknowledgement; Unconscious mind; Media bias; Coronavirus disease 2019 (COVID-19); Psychology; Sociology; Political science; Public relations; Computer science; Computer security; Law; Psychoanalysis; Medicine","score_opus":0.06885469266197466,"score_gpt":0.3472915843039314,"score_spread":0.27843689164195673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134173460","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000057474695,0.0014544122,0.00007837129,0.037598364,0.95915824,0.000017029783,0.00002250705,0.000030262989,0.0015834306],"genre_scores_gemma":[0.00107627,0.0020254282,0.0001418898,0.017087314,0.9724047,0.000020900561,0.000017188006,0.000031369986,0.007194899],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98982364,0.0023140004,0.001012556,0.000890402,0.0054320134,0.00052737695],"domain_scores_gemma":[0.95613265,0.019875735,0.0016205201,0.00092900055,0.018192738,0.0032492634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009534948,0.0030814824,0.0021092773,0.0034422087,0.0059484406,0.00964444,0.0034702634,0.016680604,0.009410456],"category_scores_gemma":[0.048243318,0.00079186534,0.0016729118,0.0015357842,0.0044152667,0.005654745,0.001829676,0.014440033,0.0069217146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018849976,0.000009155775,0.000022782386,0.00012238577,0.0000065678064,0.00008736514,0.00005236669,0.000012619494,0.000039208495,0.00040577698,0.996241,0.0029819293],"study_design_scores_gemma":[0.000050379072,0.000033927096,0.00032977373,0.0007557798,0.00004065482,0.0002676563,0.0003086269,0.0001858657,0.00020778406,0.0019145855,0.9958758,0.000029103998],"about_ca_topic_score_codex":0.0021025864,"about_ca_topic_score_gemma":0.0050641173,"teacher_disagreement_score":0.016680604,"about_ca_system_score_codex":0.00364479,"about_ca_system_score_gemma":0.006118694,"threshold_uncertainty_score":0.050426185},"labels":[],"label_agreement":null},{"id":"W3134355845","doi":"10.15173/mjc.v12i2.2465","title":"The value of agenda-setting in media relations: Examining how the Business Community Anti-Poverty Initiative used agenda-setting to leverage its role as a policy actor in New Brunswick’s 2014 provincial election","year":2020,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Canadian Identity and History","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":"Framing (construction); Newspaper; Poverty; Leverage (statistics); Political science; Public relations; Public administration; Sociology; Media studies","score_opus":0.06348790997284781,"score_gpt":0.2909362187504398,"score_spread":0.22744830877759198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134355845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6720479,0.0016067988,0.0038830838,0.027156655,0.00036371255,0.00024607396,0.00009784077,0.00003631433,0.29456156],"genre_scores_gemma":[0.99055415,0.0003980695,0.0006534265,0.0008672798,0.000027316848,0.000052921823,0.00002195004,0.00002696643,0.007398001],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9888442,0.007193356,0.00018541816,0.00045973764,0.0008714422,0.0024457898],"domain_scores_gemma":[0.9869081,0.008597344,0.0012034476,0.000552285,0.0012097068,0.0015291951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014075316,0.0004302734,0.0003019238,0.0033984743,0.03135137,0.016706552,0.00184763,0.0021025024,0.0048228097],"category_scores_gemma":[0.01859327,0.00047344776,0.00031443435,0.0039779036,0.025590306,0.006457181,0.009712255,0.0048723323,0.00039081599],"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":[0.000059882364,0.00005622499,0.012279504,0.000094069124,0.000011110833,0.0013225103,0.9018279,0.00015007738,0.00080603705,0.067338735,0.0020942062,0.013959758],"study_design_scores_gemma":[0.000017447343,0.000023943972,0.008659206,0.0002954179,0.0000177173,0.00014169792,0.87941825,0.00021691559,0.00068109087,0.0048096543,0.10568664,0.000032007167],"about_ca_topic_score_codex":0.59540933,"about_ca_topic_score_gemma":0.79630595,"teacher_disagreement_score":0.40459067,"about_ca_system_score_codex":0.054395292,"about_ca_system_score_gemma":0.040193405,"threshold_uncertainty_score":0.8139467},"labels":[],"label_agreement":null},{"id":"W3135173216","doi":"10.15173/mjc.v12i1.2384","title":"Electronic word-of-mouth marketing on Amazon: Exploring how and to what extent Amazon reviews affect sales","year":2020,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":5,"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":"Reputation; Marketing; Business; Word of mouth; Amazon rainforest; Product (mathematics); Advertising; Social media; Affect (linguistics); Psychology; Sociology; Computer science; World Wide Web","score_opus":0.10782925727103475,"score_gpt":0.31830162213838764,"score_spread":0.21047236486735288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135173216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964799,0.00008072741,0.00008105604,0.0000937929,0.0000045159995,0.000033914414,0.000111146044,0.000005392418,0.0031095773],"genre_scores_gemma":[0.9980326,0.00009557867,0.00030750857,0.00006409747,0.000011820124,0.00003458706,0.0001053462,0.0000049322175,0.0013435446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901557,0.0004772317,0.000047568108,0.000101945385,0.00030475325,0.000052966807],"domain_scores_gemma":[0.98122,0.011460928,0.004324845,0.0004110595,0.0019581716,0.00062486733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012449162,0.00015910597,0.00021321562,0.00048942026,0.0003718304,0.0010957333,0.00022348668,0.00022815204,0.003097978],"category_scores_gemma":[0.014437746,0.00012559701,0.00025323362,0.0006388303,0.00020273763,0.0008481386,0.0003238725,0.00032075174,0.0004809691],"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":[0.0007686086,0.0008001932,0.9285619,0.00025780126,0.00016638108,0.0002719457,0.0072491714,0.0001936969,0.0037133882,0.0003600935,0.0017341829,0.055922538],"study_design_scores_gemma":[0.000010770596,0.00030022775,0.9958882,0.00001858784,0.00005515184,0.00004962447,0.00157562,0.00084061717,0.0004932399,0.00005754442,0.00070154184,0.000008933516],"about_ca_topic_score_codex":0.010499797,"about_ca_topic_score_gemma":0.01956086,"teacher_disagreement_score":0.010499797,"about_ca_system_score_codex":0.0006432299,"about_ca_system_score_gemma":0.00040376667,"threshold_uncertainty_score":0.020877361},"labels":[],"label_agreement":null},{"id":"W339935060","doi":"10.15173/mjc.v5i0.239","title":"Sustainable and Renewable Energy Development in Ontario: A look at the Current Policy Frameworks and Discourses Surrounding Sustainable Energy and Wind and Solar Power in Major Ontario Newspapers","year":2010,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Environmental, Ecological, and Cultural Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Newspaper; Sustainable development; Sustainable energy; Wind power; Solar power; Power (physics); Energy policy; Solar energy; Political science; Energy (signal processing); Current (fluid); Environmental economics; Business; Engineering; Advertising; Economics; Electrical engineering; Physics","score_opus":0.013577424651371814,"score_gpt":0.2587358657348367,"score_spread":0.24515844108346488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W339935060","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30753475,0.020356055,0.00046310163,0.20468378,0.0010315353,0.00010686883,0.0016370309,0.000059761605,0.46412703],"genre_scores_gemma":[0.7940568,0.025732968,0.00068688684,0.01351072,0.00034522457,0.00008561033,0.000534514,0.00010193205,0.16494542],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99821377,0.00019764969,0.00005120977,0.00008073933,0.0009227983,0.000533913],"domain_scores_gemma":[0.9967727,0.0010017317,0.00039538936,0.000092385904,0.0010793017,0.0006584593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008997957,0.0002570025,0.00021558837,0.0010807929,0.023459489,0.005966216,0.00089456455,0.0013171071,0.008936384],"category_scores_gemma":[0.003127211,0.00041742178,0.00020536473,0.004777092,0.0046386393,0.001613045,0.0016276885,0.0016961173,0.00045272044],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019484795,0.00010942526,0.04347325,0.0015742,0.000054851833,0.00372985,0.38037363,0.0007102543,0.003088675,0.11485967,0.3743182,0.07751309],"study_design_scores_gemma":[0.000012806901,0.000012570123,0.05841325,0.00034004616,0.000023888662,0.00013818586,0.1388373,0.00019537125,0.0003419725,0.0018462036,0.79977995,0.000058464],"about_ca_topic_score_codex":0.9952285,"about_ca_topic_score_gemma":0.99886477,"teacher_disagreement_score":0.130701,"about_ca_system_score_codex":0.130701,"about_ca_system_score_gemma":0.13826996,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W343436119","doi":"10.15173/mjc.v2i0.227","title":"Technology-centred Discourses in European Audiovisual Policy: Will Euro-Techno out-Fox the US Assembly Line?","year":2005,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"European Union Policy and Governance","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":"Line (geometry); Political science; Media studies; Sociology","score_opus":0.035842179086624064,"score_gpt":0.3306434487843466,"score_spread":0.2948012696977225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W343436119","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13628177,0.019275786,0.008830657,0.23784257,0.0015174473,0.000024957124,0.000046091096,0.00005698655,0.59612375],"genre_scores_gemma":[0.974696,0.0025870353,0.0006595713,0.010539282,0.00034413597,0.000023768534,0.000012715575,0.000028746603,0.011108782],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99036425,0.0058407085,0.00027632958,0.00074639736,0.0011926088,0.0015796486],"domain_scores_gemma":[0.9945707,0.003723033,0.00059484795,0.00026657872,0.0005107928,0.00033406043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012703897,0.00048240164,0.00035456207,0.0017926081,0.009419777,0.01878943,0.0011101121,0.009736311,0.0041663987],"category_scores_gemma":[0.013652688,0.00026280826,0.0004388832,0.0027195702,0.026750201,0.012732643,0.005800593,0.005445015,0.00039546867],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001614207,0.0000097156835,0.00017276239,0.000023543224,0.0000028476368,0.000075197335,0.016500013,0.00018866712,0.000067688474,0.97669435,0.0023750958,0.0038740623],"study_design_scores_gemma":[0.000038560695,0.00005099603,0.0020255998,0.00097493647,0.000023661454,0.00020025077,0.092532836,0.00089559617,0.0011001574,0.34677908,0.5553186,0.000059663398],"about_ca_topic_score_codex":0.017750086,"about_ca_topic_score_gemma":0.010332652,"teacher_disagreement_score":0.01878943,"about_ca_system_score_codex":0.015058038,"about_ca_system_score_gemma":0.0070047644,"threshold_uncertainty_score":0.10925424},"labels":[],"label_agreement":null},{"id":"W4214808446","doi":"10.15173/mjc.v13i1.2754","title":"The inclusion of youth with lived experience of homelessness in emerging networked publics: Challenges in online storytelling and allyship","year":2022,"lang":"en","type":"article","venue":"The McMaster Journal of 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":"University of British Columbia","funders":"","keywords":"Publics; Storytelling; Sociology; Inclusion (mineral); Public sphere; Argument (complex analysis); Identity (music); Articulation (sociology); Gender studies; Media studies; Public relations; Political science; Narrative; Aesthetics","score_opus":0.10526125072120601,"score_gpt":0.3341101933333433,"score_spread":0.22884894261213728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214808446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9526275,0.0013336996,0.0016807657,0.010750988,0.00017210316,0.000049551436,0.0000795493,0.00004293549,0.03326299],"genre_scores_gemma":[0.9976458,0.00042884372,0.0001819642,0.0003189009,0.000029595776,0.000024062436,0.000017963452,0.000011568184,0.0013412236],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9937868,0.004218078,0.00014025228,0.0003121503,0.00045609582,0.001086557],"domain_scores_gemma":[0.99309194,0.004001366,0.00075495226,0.00040446466,0.000454324,0.0012928756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00710845,0.00039164675,0.00040789146,0.0014558419,0.01083179,0.01240267,0.0013243796,0.0013833243,0.0044090226],"category_scores_gemma":[0.010717079,0.00034070402,0.00037371868,0.001095309,0.015466588,0.007682593,0.011929464,0.0030807983,0.0002844493],"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":[0.000018711846,0.000035938687,0.00825581,0.000055997934,0.0000059994195,0.0005960077,0.9700061,0.000023030916,0.00018307599,0.007548973,0.0011744747,0.012095907],"study_design_scores_gemma":[0.0000022619631,0.000016869633,0.0028959701,0.00008736919,0.000006309056,0.00025589028,0.98241216,0.000041582352,0.00010125159,0.0012150765,0.012958814,0.000006446358],"about_ca_topic_score_codex":0.023558483,"about_ca_topic_score_gemma":0.04207113,"teacher_disagreement_score":0.023558483,"about_ca_system_score_codex":0.005427211,"about_ca_system_score_gemma":0.004194009,"threshold_uncertainty_score":0.046842754},"labels":[],"label_agreement":null},{"id":"W4214857468","doi":"10.15173/mjc.v13i1.2841","title":"Public relations responsiveness during crime spikes: How and to what extent do social media and news-reporting exacerbate liquor-store thefts in Winnipeg?","year":2022,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Crime, Deviance, and Social Control","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":"Social media; Context (archaeology); Crisis communication; Public relations; Journalism; Criminology; Advertising; Sociology; Political science; Business; Law; History","score_opus":0.07847255067546308,"score_gpt":0.32027168180185295,"score_spread":0.24179913112638987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214857468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909909,0.0005139493,0.000089777604,0.0041417307,0.00004444657,0.00005206897,0.00015101756,0.0000055962437,0.004010534],"genre_scores_gemma":[0.99738187,0.00072611036,0.00009956881,0.00049120595,0.000026254398,0.000034565033,0.00011051765,0.0000080327,0.0011218431],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99677247,0.0010298663,0.00011418812,0.00025877837,0.00061656564,0.0012080405],"domain_scores_gemma":[0.9942914,0.0012604003,0.0019805718,0.00018463319,0.0010704093,0.001212488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023314874,0.0003624097,0.00042205324,0.00242719,0.00630113,0.0055011213,0.0012768364,0.00091461715,0.0022884533],"category_scores_gemma":[0.009621776,0.00060794264,0.00034505693,0.0027958746,0.003601862,0.002905743,0.004695051,0.0018502258,0.0003159802],"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":[0.0001836274,0.00025044972,0.4392801,0.00027445809,0.00009069071,0.0036552784,0.5158135,0.00012627653,0.00071890355,0.0018703362,0.006864728,0.030871632],"study_design_scores_gemma":[0.000006307074,0.00004862942,0.2668155,0.00012516115,0.000025033853,0.0002727105,0.7241066,0.00011981943,0.00015558682,0.00017204229,0.008130126,0.00002234613],"about_ca_topic_score_codex":0.67740226,"about_ca_topic_score_gemma":0.7831735,"teacher_disagreement_score":0.32259774,"about_ca_system_score_codex":0.015027836,"about_ca_system_score_gemma":0.013989196,"threshold_uncertainty_score":0.64899516},"labels":[],"label_agreement":null},{"id":"W4214916915","doi":"10.15173/mjc.v13i1.3054","title":"Ready, communicators: Communications and public relations in the Metaverse","year":2022,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Acknowledgement; Unconscious mind; Crisis communication; Media bias; Public relations; Closing (real estate); Media studies; Sociology; Fake news; Internet privacy; Political science; Computer science; Psychology; Computer security; Law","score_opus":0.07541798343083207,"score_gpt":0.3358422808826826,"score_spread":0.26042429745185053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214916915","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0065282057,0.069027066,0.005416738,0.71720827,0.06594387,0.000043769945,0.00008066641,0.00016659916,0.13558476],"genre_scores_gemma":[0.49974057,0.102572344,0.0061863977,0.11827927,0.15485114,0.0001779374,0.00012971828,0.0007249132,0.117337674],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9926952,0.0044854865,0.00028055912,0.00033346593,0.0017403766,0.00046486786],"domain_scores_gemma":[0.98118156,0.014110208,0.001241537,0.00054964854,0.0018339913,0.0010828859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005381619,0.0007609142,0.00058961107,0.003270381,0.00993351,0.02847194,0.0014682855,0.0077281296,0.008292175],"category_scores_gemma":[0.0223933,0.0003560279,0.00040997544,0.0030882515,0.020199787,0.018142005,0.004451618,0.009034485,0.0014274231],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041109066,0.000012973556,0.00040602338,0.0007006723,0.000030095687,0.00039440734,0.06324266,0.00009251798,0.00030146836,0.57446665,0.3268167,0.033494696],"study_design_scores_gemma":[0.0000104304,0.00001933878,0.0006782167,0.001131648,0.000023123182,0.00026442067,0.03545793,0.00018963116,0.00022793813,0.095511384,0.86644715,0.000038775226],"about_ca_topic_score_codex":0.014172365,"about_ca_topic_score_gemma":0.023507318,"teacher_disagreement_score":0.02847194,"about_ca_system_score_codex":0.0061145946,"about_ca_system_score_gemma":0.008346968,"threshold_uncertainty_score":0.04436463},"labels":[],"label_agreement":null},{"id":"W4214929038","doi":"10.15173/mjc.v13i1.2725","title":"The prospects of Wattpad: Virtual library of the future or a publisher’s submission site?","year":2022,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Catholicism, Bioethics, Media, Education","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":"York University","funders":"","keywords":"Publishing; World Wide Web; Electronic publishing; Computer science; The Internet; Personalization; Political science; Law","score_opus":0.02741660928463584,"score_gpt":0.2992425461122093,"score_spread":0.27182593682757344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214929038","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2169399,0.004993889,0.020004343,0.095803805,0.004475936,0.00018066428,0.0004076784,0.0012071234,0.65598667],"genre_scores_gemma":[0.8627564,0.0024996232,0.009958781,0.0043810364,0.0008867391,0.00011861551,0.00014112162,0.00037069723,0.11888704],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9966191,0.0019176487,0.00009943632,0.00025960017,0.0008033855,0.0003008214],"domain_scores_gemma":[0.9890977,0.0038840927,0.0010854562,0.0015171926,0.0014917213,0.0029238001],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0044431733,0.00017928985,0.00022972915,0.0009890595,0.004682914,0.023740431,0.0011149326,0.0013886271,0.020682978],"category_scores_gemma":[0.014808612,0.00022142631,0.00024249259,0.0026924557,0.0061608613,0.018887868,0.004032221,0.0025943185,0.004750107],"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":[0.00024892855,0.0002661925,0.016618934,0.0005886183,0.000025300698,0.0015145345,0.08133206,0.00013070075,0.0014701661,0.49685878,0.11366779,0.2872781],"study_design_scores_gemma":[0.000018325103,0.00017334949,0.0050256033,0.00037261038,0.000017126938,0.0011850175,0.051510196,0.000295288,0.0010860661,0.032893676,0.9073615,0.000061256294],"about_ca_topic_score_codex":0.0010329295,"about_ca_topic_score_gemma":0.0026517338,"teacher_disagreement_score":0.9762596,"about_ca_system_score_codex":0.0017348338,"about_ca_system_score_gemma":0.0041638156,"threshold_uncertainty_score":0.069191515},"labels":[],"label_agreement":null},{"id":"W4232521848","doi":"10.15173/mjc.v11i0.1409","title":"Preface","year":2016,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"National Identity and Symbolism","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":"Philosophy","score_opus":0.037481303393586844,"score_gpt":0.32276495268328353,"score_spread":0.2852836492896967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232521848","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013789821,0.01055354,0.004331854,0.08318381,0.4439547,0.00053060177,0.009956814,0.0012329163,0.44487676],"genre_scores_gemma":[0.010446382,0.010706688,0.0034592308,0.02482864,0.14590235,0.0005778736,0.011119956,0.0012839353,0.791675],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998574,0.0002263288,0.000111001056,0.00016690254,0.0008022446,0.00011957828],"domain_scores_gemma":[0.9858569,0.0023292683,0.00047600796,0.0007230061,0.008848953,0.001765938],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020454845,0.0006634232,0.000754438,0.0025489016,0.0028688086,0.0037016545,0.0013564923,0.0013836003,0.33928442],"category_scores_gemma":[0.022144243,0.0003058031,0.00041634048,0.0018075721,0.00068814395,0.0023662117,0.001867837,0.0038346213,0.17367215],"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":[0.000009856486,0.0000073026918,0.00004312212,0.000045880763,7.3354664e-7,0.000020054049,0.000055640387,0.000015158337,0.00004134811,0.0015275703,0.9855591,0.012674188],"study_design_scores_gemma":[0.0000020182654,0.000007826769,0.00022146238,0.00009409503,8.702749e-7,0.00004040818,0.00006903843,0.000016811624,0.00003002477,0.0009363586,0.99857783,0.0000033427225],"about_ca_topic_score_codex":0.0043648453,"about_ca_topic_score_gemma":0.0051407064,"teacher_disagreement_score":0.6607156,"about_ca_system_score_codex":0.002234473,"about_ca_system_score_gemma":0.0026171582,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4233734192","doi":"10.15173/mjc.v1i0.2082","title":"Preface","year":2019,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"","field":"","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":"Philosophy","score_opus":0.021526206452698093,"score_gpt":0.2685085785968745,"score_spread":0.2469823721441764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233734192","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00091393327,0.006491505,0.003361778,0.04143543,0.2692593,0.0006933678,0.01299111,0.0013555242,0.663498],"genre_scores_gemma":[0.0049177627,0.0036185202,0.0016225259,0.0083338,0.038610496,0.0004923058,0.0079439,0.00082192133,0.93363875],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985318,0.00026838525,0.00008401089,0.00016086684,0.00082234433,0.00013260172],"domain_scores_gemma":[0.98318857,0.0026252721,0.00045201526,0.0010237517,0.010883671,0.0018266804],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00212234,0.0010306141,0.00069020427,0.004010756,0.004286722,0.004467969,0.001356487,0.0012877923,0.52179015],"category_scores_gemma":[0.02860348,0.00031491497,0.00055266643,0.0026550526,0.00075679045,0.00258294,0.0021473048,0.0040298705,0.34699264],"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":[0.000009997948,0.0000072663606,0.00003615294,0.000037482452,7.1288787e-7,0.00001759903,0.00004237103,0.000013387883,0.000022130704,0.0014542809,0.9856872,0.012671387],"study_design_scores_gemma":[0.0000037722648,0.000008989207,0.00023513976,0.000120020806,0.0000013361544,0.00003218864,0.00012764006,0.000014936139,0.000047211604,0.0013738065,0.99802977,0.000005225786],"about_ca_topic_score_codex":0.012956103,"about_ca_topic_score_gemma":0.012420965,"teacher_disagreement_score":0.47820985,"about_ca_system_score_codex":0.0027129592,"about_ca_system_score_gemma":0.0035967098,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4234410455","doi":"10.15173/mjc.v7i0.2075","title":"Preface","year":2019,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"","field":"","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":"Philosophy","score_opus":0.021526206452698093,"score_gpt":0.2685085785968745,"score_spread":0.2469823721441764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234410455","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00091393327,0.006491505,0.003361778,0.04143543,0.2692593,0.0006933678,0.01299111,0.0013555242,0.663498],"genre_scores_gemma":[0.0049177627,0.0036185202,0.0016225259,0.0083338,0.038610496,0.0004923058,0.0079439,0.00082192133,0.93363875],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985318,0.00026838525,0.00008401089,0.00016086684,0.00082234433,0.00013260172],"domain_scores_gemma":[0.98318857,0.0026252721,0.00045201526,0.0010237517,0.010883671,0.0018266804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00212234,0.0010306141,0.00069020427,0.004010756,0.004286722,0.004467969,0.001356487,0.0012877923,0.52179015],"category_scores_gemma":[0.02860348,0.00031491497,0.00055266643,0.0026550526,0.00075679045,0.00258294,0.0021473048,0.0040298705,0.34699264],"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":[0.000009997948,0.0000072663606,0.00003615294,0.000037482452,7.1288787e-7,0.00001759903,0.00004237103,0.000013387883,0.000022130704,0.0014542809,0.9856872,0.012671387],"study_design_scores_gemma":[0.0000037722648,0.000008989207,0.00023513976,0.000120020806,0.0000013361544,0.00003218864,0.00012764006,0.000014936139,0.000047211604,0.0013738065,0.99802977,0.000005225786],"about_ca_topic_score_codex":0.012956103,"about_ca_topic_score_gemma":0.012420965,"teacher_disagreement_score":0.52179015,"about_ca_system_score_codex":0.0027129592,"about_ca_system_score_gemma":0.0035967098,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4235252574","doi":"10.15173/mjc.v2i0.2081","title":"Preface","year":2019,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"","field":"","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":"Philosophy","score_opus":0.021526206452698093,"score_gpt":0.2685085785968745,"score_spread":0.2469823721441764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235252574","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00091393327,0.006491505,0.003361778,0.04143543,0.2692593,0.0006933678,0.01299111,0.0013555242,0.663498],"genre_scores_gemma":[0.0049177627,0.0036185202,0.0016225259,0.0083338,0.038610496,0.0004923058,0.0079439,0.00082192133,0.93363875],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985318,0.00026838525,0.00008401089,0.00016086684,0.00082234433,0.00013260172],"domain_scores_gemma":[0.98318857,0.0026252721,0.00045201526,0.0010237517,0.010883671,0.0018266804],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00212234,0.0010306141,0.00069020427,0.004010756,0.004286722,0.004467969,0.001356487,0.0012877923,0.52179015],"category_scores_gemma":[0.02860348,0.00031491497,0.00055266643,0.0026550526,0.00075679045,0.00258294,0.0021473048,0.0040298705,0.34699264],"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":[0.000009997948,0.0000072663606,0.00003615294,0.000037482452,7.1288787e-7,0.00001759903,0.00004237103,0.000013387883,0.000022130704,0.0014542809,0.9856872,0.012671387],"study_design_scores_gemma":[0.0000037722648,0.000008989207,0.00023513976,0.000120020806,0.0000013361544,0.00003218864,0.00012764006,0.000014936139,0.000047211604,0.0013738065,0.99802977,0.000005225786],"about_ca_topic_score_codex":0.012956103,"about_ca_topic_score_gemma":0.012420965,"teacher_disagreement_score":0.47820985,"about_ca_system_score_codex":0.0027129592,"about_ca_system_score_gemma":0.0035967098,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4236919244","doi":"10.15173/mjc.v3i0.2080","title":"Preface","year":2019,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"","field":"","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":"Philosophy","score_opus":0.021526206452698093,"score_gpt":0.2685085785968745,"score_spread":0.2469823721441764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236919244","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00091393327,0.006491505,0.003361778,0.04143543,0.2692593,0.0006933678,0.01299111,0.0013555242,0.663498],"genre_scores_gemma":[0.0049177627,0.0036185202,0.0016225259,0.0083338,0.038610496,0.0004923058,0.0079439,0.00082192133,0.93363875],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985318,0.00026838525,0.00008401089,0.00016086684,0.00082234433,0.00013260172],"domain_scores_gemma":[0.98318857,0.0026252721,0.00045201526,0.0010237517,0.010883671,0.0018266804],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00212234,0.0010306141,0.00069020427,0.004010756,0.004286722,0.004467969,0.001356487,0.0012877923,0.52179015],"category_scores_gemma":[0.02860348,0.00031491497,0.00055266643,0.0026550526,0.00075679045,0.00258294,0.0021473048,0.0040298705,0.34699264],"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":[0.000009997948,0.0000072663606,0.00003615294,0.000037482452,7.1288787e-7,0.00001759903,0.00004237103,0.000013387883,0.000022130704,0.0014542809,0.9856872,0.012671387],"study_design_scores_gemma":[0.0000037722648,0.000008989207,0.00023513976,0.000120020806,0.0000013361544,0.00003218864,0.00012764006,0.000014936139,0.000047211604,0.0013738065,0.99802977,0.000005225786],"about_ca_topic_score_codex":0.012956103,"about_ca_topic_score_gemma":0.012420965,"teacher_disagreement_score":0.47820985,"about_ca_system_score_codex":0.0027129592,"about_ca_system_score_gemma":0.0035967098,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4237665266","doi":"10.15173/mjc.v4i0.2078","title":"Preface","year":2019,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"","field":"","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":"Philosophy","score_opus":0.021526206452698093,"score_gpt":0.2685085785968745,"score_spread":0.2469823721441764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237665266","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00091393327,0.006491505,0.003361778,0.04143543,0.2692593,0.0006933678,0.01299111,0.0013555242,0.663498],"genre_scores_gemma":[0.0049177627,0.0036185202,0.0016225259,0.0083338,0.038610496,0.0004923058,0.0079439,0.00082192133,0.93363875],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985318,0.00026838525,0.00008401089,0.00016086684,0.00082234433,0.00013260172],"domain_scores_gemma":[0.98318857,0.0026252721,0.00045201526,0.0010237517,0.010883671,0.0018266804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00212234,0.0010306141,0.00069020427,0.004010756,0.004286722,0.004467969,0.001356487,0.0012877923,0.52179015],"category_scores_gemma":[0.02860348,0.00031491497,0.00055266643,0.0026550526,0.00075679045,0.00258294,0.0021473048,0.0040298705,0.34699264],"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":[0.000009997948,0.0000072663606,0.00003615294,0.000037482452,7.1288787e-7,0.00001759903,0.00004237103,0.000013387883,0.000022130704,0.0014542809,0.9856872,0.012671387],"study_design_scores_gemma":[0.0000037722648,0.000008989207,0.00023513976,0.000120020806,0.0000013361544,0.00003218864,0.00012764006,0.000014936139,0.000047211604,0.0013738065,0.99802977,0.000005225786],"about_ca_topic_score_codex":0.012956103,"about_ca_topic_score_gemma":0.012420965,"teacher_disagreement_score":0.52179015,"about_ca_system_score_codex":0.0027129592,"about_ca_system_score_gemma":0.0035967098,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4241724206","doi":"10.15173/mjc.v9i0.269","title":"Introduction","year":2013,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Digital Games and Media","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":"Cover (algebra); Library science; Sociology; Social media; Management; Political science; Engineering; Computer science; Law","score_opus":0.022010436736038454,"score_gpt":0.2811875976258322,"score_spread":0.2591771608897937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241724206","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017454104,0.009296869,0.009859368,0.027895497,0.02812615,0.00044647444,0.012668702,0.0022323425,0.9077292],"genre_scores_gemma":[0.011854086,0.011199402,0.0072841328,0.015236422,0.0074766856,0.0005074479,0.014110537,0.0009859897,0.93134534],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99839836,0.00021931552,0.00009555681,0.00037047386,0.00070552604,0.00021072931],"domain_scores_gemma":[0.997139,0.00054216984,0.00014020024,0.00025990803,0.0014679625,0.00045091033],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013382904,0.0010176513,0.000583924,0.0014645813,0.001785581,0.0052285763,0.0021958402,0.002744881,0.48005643],"category_scores_gemma":[0.008131925,0.00030146504,0.0005977226,0.0014977212,0.0007733138,0.0034776027,0.0024258764,0.0020592893,0.32084194],"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":[0.00003891387,0.000033310265,0.00036367297,0.00029992836,0.000003722184,0.00010849232,0.00040999625,0.00007871823,0.00020866662,0.023814483,0.8726829,0.101957075],"study_design_scores_gemma":[0.000002038655,0.00000792986,0.00016130091,0.00010910116,9.43478e-7,0.000064517,0.00009747297,0.000013262854,0.000032279226,0.0019280472,0.9975795,0.0000035776818],"about_ca_topic_score_codex":0.00364287,"about_ca_topic_score_gemma":0.003431148,"teacher_disagreement_score":0.5199436,"about_ca_system_score_codex":0.0019103306,"about_ca_system_score_gemma":0.0029176483,"threshold_uncertainty_score":0.7416364},"labels":[],"label_agreement":null},{"id":"W4243377458","doi":"10.15173/mjc.v12i1.2509","title":"Preface","year":2020,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"History and advancements in chemistry","field":"Chemistry","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":"Theme (computing); Computer science; World Wide Web","score_opus":0.03715902845730347,"score_gpt":0.26244404750932643,"score_spread":0.22528501905202297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243377458","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009591266,0.014561911,0.0063107098,0.04839033,0.5908713,0.00046407632,0.0055163405,0.0014773668,0.3314488],"genre_scores_gemma":[0.0066865804,0.015300835,0.0038927156,0.019053936,0.18575214,0.00044152266,0.007631549,0.0012316398,0.7600091],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851066,0.00018726106,0.00010969819,0.00020444227,0.00088301505,0.000104856976],"domain_scores_gemma":[0.98672265,0.0020779723,0.0004753939,0.00067660335,0.008267606,0.0017797094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019914166,0.0010399449,0.000908697,0.0025379923,0.0026123184,0.0043943822,0.0015298387,0.0014167042,0.31718633],"category_scores_gemma":[0.020603891,0.00034153395,0.0005549608,0.0016763373,0.0006728176,0.00267449,0.0019176133,0.0044962857,0.25606796],"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":[0.000015589172,0.000009618471,0.000042979584,0.00007288031,0.0000011551189,0.000033103268,0.000046167348,0.000028019407,0.00009018677,0.0013473592,0.9767097,0.021603294],"study_design_scores_gemma":[0.0000032406372,0.000013965116,0.00015300389,0.00010057118,0.0000012431716,0.00006658186,0.00006276399,0.000022950528,0.000060925377,0.0013037979,0.99820626,0.0000046558575],"about_ca_topic_score_codex":0.002014069,"about_ca_topic_score_gemma":0.00247337,"teacher_disagreement_score":0.31718633,"about_ca_system_score_codex":0.0016243182,"about_ca_system_score_gemma":0.0020754435,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4249269319","doi":"10.15173/mjc.v9i0.264","title":"Preface","year":2013,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dialogical self; Engineering ethics; Computer science; Social communication; Social media; Sociology; Engineering; Epistemology; World Wide Web; Communication; Philosophy","score_opus":0.02803196590048629,"score_gpt":0.30732861639754655,"score_spread":0.27929665049706026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249269319","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013328991,0.009244428,0.0039629713,0.05589232,0.21604627,0.0005492984,0.010644382,0.0014849199,0.7008426],"genre_scores_gemma":[0.006947951,0.0065149,0.0022272393,0.01198197,0.041784424,0.00036949568,0.00935353,0.00089469436,0.91992575],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983564,0.00023011614,0.000111114125,0.000204353,0.00093721086,0.00016074123],"domain_scores_gemma":[0.9888049,0.001561891,0.00032375433,0.00070682424,0.00704304,0.0015596508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019711526,0.0008435823,0.00078965595,0.0028040798,0.0032120307,0.0043818145,0.0015808586,0.0015187408,0.43549764],"category_scores_gemma":[0.018831661,0.0003553461,0.00046504746,0.002131226,0.00087774557,0.0029382901,0.002177677,0.0033524337,0.26185182],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009260332,0.00000648345,0.000052642583,0.000045385677,6.6381335e-7,0.000021185251,0.00006952626,0.000017755836,0.00003935317,0.0022900407,0.9797579,0.017689744],"study_design_scores_gemma":[0.0000016760894,0.0000074108843,0.00020305149,0.00007767849,6.1671585e-7,0.000034837307,0.00009036816,0.000015618189,0.000025143825,0.0009372079,0.9986033,0.0000032003663],"about_ca_topic_score_codex":0.007877668,"about_ca_topic_score_gemma":0.0090440735,"teacher_disagreement_score":0.43549764,"about_ca_system_score_codex":0.0030771086,"about_ca_system_score_gemma":0.0033946503,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4251462440","doi":"10.15173/mjc.v5i0.2077","title":"Preface","year":2019,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"","field":"","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":"Philosophy","score_opus":0.021526206452698093,"score_gpt":0.2685085785968745,"score_spread":0.2469823721441764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251462440","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00091393327,0.006491505,0.003361778,0.04143543,0.2692593,0.0006933678,0.01299111,0.0013555242,0.663498],"genre_scores_gemma":[0.0049177627,0.0036185202,0.0016225259,0.0083338,0.038610496,0.0004923058,0.0079439,0.00082192133,0.93363875],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985318,0.00026838525,0.00008401089,0.00016086684,0.00082234433,0.00013260172],"domain_scores_gemma":[0.98318857,0.0026252721,0.00045201526,0.0010237517,0.010883671,0.0018266804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00212234,0.0010306141,0.00069020427,0.004010756,0.004286722,0.004467969,0.001356487,0.0012877923,0.52179015],"category_scores_gemma":[0.02860348,0.00031491497,0.00055266643,0.0026550526,0.00075679045,0.00258294,0.0021473048,0.0040298705,0.34699264],"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":[0.000009997948,0.0000072663606,0.00003615294,0.000037482452,7.1288787e-7,0.00001759903,0.00004237103,0.000013387883,0.000022130704,0.0014542809,0.9856872,0.012671387],"study_design_scores_gemma":[0.0000037722648,0.000008989207,0.00023513976,0.000120020806,0.0000013361544,0.00003218864,0.00012764006,0.000014936139,0.000047211604,0.0013738065,0.99802977,0.000005225786],"about_ca_topic_score_codex":0.012956103,"about_ca_topic_score_gemma":0.012420965,"teacher_disagreement_score":0.52179015,"about_ca_system_score_codex":0.0027129592,"about_ca_system_score_gemma":0.0035967098,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4256267145","doi":"10.15173/mjc.v6i0.2076","title":"Preface","year":2019,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"","field":"","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":"Philosophy","score_opus":0.021526206452698093,"score_gpt":0.2685085785968745,"score_spread":0.2469823721441764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256267145","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00091393327,0.006491505,0.003361778,0.04143543,0.2692593,0.0006933678,0.01299111,0.0013555242,0.663498],"genre_scores_gemma":[0.0049177627,0.0036185202,0.0016225259,0.0083338,0.038610496,0.0004923058,0.0079439,0.00082192133,0.93363875],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985318,0.00026838525,0.00008401089,0.00016086684,0.00082234433,0.00013260172],"domain_scores_gemma":[0.98318857,0.0026252721,0.00045201526,0.0010237517,0.010883671,0.0018266804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00212234,0.0010306141,0.00069020427,0.004010756,0.004286722,0.004467969,0.001356487,0.0012877923,0.52179015],"category_scores_gemma":[0.02860348,0.00031491497,0.00055266643,0.0026550526,0.00075679045,0.00258294,0.0021473048,0.0040298705,0.34699264],"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":[0.000009997948,0.0000072663606,0.00003615294,0.000037482452,7.1288787e-7,0.00001759903,0.00004237103,0.000013387883,0.000022130704,0.0014542809,0.9856872,0.012671387],"study_design_scores_gemma":[0.0000037722648,0.000008989207,0.00023513976,0.000120020806,0.0000013361544,0.00003218864,0.00012764006,0.000014936139,0.000047211604,0.0013738065,0.99802977,0.000005225786],"about_ca_topic_score_codex":0.012956103,"about_ca_topic_score_gemma":0.012420965,"teacher_disagreement_score":0.52179015,"about_ca_system_score_codex":0.0027129592,"about_ca_system_score_gemma":0.0035967098,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4391305152","doi":"10.15173/mjc.v5i0.240","title":"Introduction","year":2010,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Advertising and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.025829694751988767,"score_gpt":0.3235883955776846,"score_spread":0.29775870082569583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391305152","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031043224,0.008508188,0.008900444,0.035951234,0.020122178,0.0006027753,0.0063522337,0.002067809,0.91439074],"genre_scores_gemma":[0.019225456,0.008589966,0.0047343504,0.015662262,0.0053044283,0.00039600837,0.0051913178,0.00050458906,0.9403917],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99853325,0.00017619198,0.00006431465,0.0003510088,0.000664328,0.00021098966],"domain_scores_gemma":[0.997306,0.0003399974,0.00014063047,0.00022358165,0.0013229687,0.00066682475],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001407662,0.0009189231,0.0005319724,0.001001128,0.0018086616,0.00520528,0.0022286018,0.0035754272,0.54509705],"category_scores_gemma":[0.006983195,0.00033684343,0.0005875203,0.0008366378,0.0009187248,0.0029268877,0.0023344795,0.0022461293,0.35479406],"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":[0.00007613267,0.000077257064,0.00078638317,0.00037668625,0.0000043003656,0.0001771291,0.00045607323,0.000097054755,0.00035195166,0.011605946,0.8181316,0.16785948],"study_design_scores_gemma":[0.000005721356,0.000033662855,0.0006003892,0.00025405295,0.0000023865427,0.00019070506,0.00024462087,0.000030327428,0.00009328276,0.0028750477,0.9956623,0.0000075385183],"about_ca_topic_score_codex":0.0050617103,"about_ca_topic_score_gemma":0.005963615,"teacher_disagreement_score":0.45490295,"about_ca_system_score_codex":0.001955465,"about_ca_system_score_gemma":0.003803571,"threshold_uncertainty_score":0.6488638},"labels":[],"label_agreement":null},{"id":"W4391305210","doi":"10.15173/mjc.v9i0.268","title":"Issue Contributors & Editors","year":2013,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Data science; Computer science","score_opus":0.02378304370190857,"score_gpt":0.3132941425623116,"score_spread":0.289511098860403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391305210","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00054955593,0.00851966,0.0012514906,0.025957683,0.49380207,0.0004437647,0.0018388317,0.0010176051,0.46661925],"genre_scores_gemma":[0.0019868682,0.004180036,0.0005375924,0.0030218863,0.0554327,0.00012915724,0.0005430022,0.0004352454,0.9337335],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966151,0.00028971373,0.0002445803,0.00045395948,0.0020591689,0.0003374421],"domain_scores_gemma":[0.984006,0.00081293634,0.0008185996,0.0010033944,0.010269542,0.0030895274],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002976545,0.0019081124,0.0015397634,0.003824135,0.003105009,0.01186594,0.002257873,0.0025854954,0.3653601],"category_scores_gemma":[0.0150236925,0.0008641762,0.0005772923,0.0033848754,0.00096507336,0.0065060416,0.0028827433,0.0034122586,0.45023987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071450368,0.0000090734575,0.00003925605,0.000058610396,8.5296074e-7,0.000019290715,0.000014067218,0.000011805163,0.000058717753,0.00063230353,0.9735223,0.02562657],"study_design_scores_gemma":[0.0000021139597,0.0000045290763,0.00009565465,0.00003852859,9.174678e-7,0.000023581382,0.000025488098,0.000020356805,0.00004832743,0.0002732137,0.99946445,0.0000028390848],"about_ca_topic_score_codex":0.0012217602,"about_ca_topic_score_gemma":0.0019233569,"teacher_disagreement_score":0.63463986,"about_ca_system_score_codex":0.0015789173,"about_ca_system_score_gemma":0.004129295,"threshold_uncertainty_score":0.9052368},"labels":[],"label_agreement":null},{"id":"W4392108660","doi":"10.15173/mjc.v1i0.222","title":"Constructivism & Epistemic Community: Theoretical Tools for Understanding the Crafting of Foreign Policy toward Non-State Actors","year":2004,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"International Relations and Foreign Policy","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":"Constructivism (international relations); Epistemic community; State (computer science); Epistemology; Political science; Sociology; Computer science; International relations; Philosophy; Politics; Law","score_opus":0.10915397464451598,"score_gpt":0.3642721658561973,"score_spread":0.25511819121168133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392108660","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022833249,0.008432098,0.75853,0.030810257,0.00028436503,0.00029785602,0.0001515438,0.00019490573,0.17846571],"genre_scores_gemma":[0.88146085,0.003877371,0.1074232,0.0013626828,0.00025557578,0.0011702513,0.00012036356,0.00010320957,0.0042265793],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9793961,0.017373888,0.00048140204,0.00087677524,0.0013891809,0.00048271872],"domain_scores_gemma":[0.96539634,0.028289475,0.0018429864,0.002625984,0.0011180389,0.00072719995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021018127,0.0011883514,0.0009514794,0.0091437735,0.005334176,0.011498108,0.002510212,0.0037930158,0.0037414248],"category_scores_gemma":[0.018844763,0.000652002,0.0011907212,0.0074685034,0.081652276,0.019219993,0.0068839467,0.006402923,0.00043193361],"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":[0.000004106623,0.000007042323,0.00015977416,0.000059552727,0.000006475299,0.000027180096,0.00597358,0.00024599105,0.000027268476,0.99054235,0.00024142281,0.0027051987],"study_design_scores_gemma":[0.0000073367073,0.000005707929,0.00009056951,0.000098663084,0.0000034394195,0.000045492245,0.0032914977,0.0007798791,0.000052111573,0.98711383,0.008505622,0.000005726445],"about_ca_topic_score_codex":0.0029639092,"about_ca_topic_score_gemma":0.0017596345,"teacher_disagreement_score":0.021018127,"about_ca_system_score_codex":0.007608011,"about_ca_system_score_gemma":0.0055166697,"threshold_uncertainty_score":0.11115587},"labels":[],"label_agreement":null},{"id":"W43926797","doi":"10.15173/mjc.v1i0.220","title":"Assessing the Level of Administrative Censorship and Control in Student Newspapers in Ontario","year":2004,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Digital and Cyber Forensics","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":true,"ca_institutions":"McMaster University","funders":"","keywords":"Newspaper; Censorship; Control (management); Political science; Sociology; Media studies; Computer science; Law; Artificial intelligence","score_opus":0.14771113016183615,"score_gpt":0.34167726524999065,"score_spread":0.1939661350881545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W43926797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870336,0.00020190493,0.00010387468,0.00037385273,0.0000067880424,0.000058856782,0.00035991112,0.000004884126,0.011856245],"genre_scores_gemma":[0.9950139,0.00022264826,0.0000824565,0.000045513792,0.000008877987,0.00002564662,0.00022837055,0.0000059900594,0.0043666516],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99626875,0.00041791005,0.0003140196,0.00036015827,0.0019696483,0.0006695986],"domain_scores_gemma":[0.97017527,0.005557089,0.010181768,0.0013416011,0.010195244,0.0025489544],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00241953,0.00021328068,0.00039873653,0.0032703064,0.005937201,0.004886778,0.0012885217,0.00069122657,0.004021038],"category_scores_gemma":[0.019379213,0.00045041667,0.0003122024,0.007941491,0.0039829095,0.0018301777,0.002569296,0.0007183549,0.0004957665],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036561102,0.000108449494,0.8584531,0.000100869955,0.00005942441,0.00063101685,0.12203654,0.0001241176,0.0009775249,0.002060509,0.0013690025,0.013713768],"study_design_scores_gemma":[0.000009842325,0.000046584235,0.9488343,0.000026700229,0.000022222453,0.00007285434,0.04329397,0.00016398731,0.00029067846,0.00015408898,0.007061692,0.000023182058],"about_ca_topic_score_codex":0.935046,"about_ca_topic_score_gemma":0.9658938,"teacher_disagreement_score":0.9940628,"about_ca_system_score_codex":0.04214695,"about_ca_system_score_gemma":0.021139195,"threshold_uncertainty_score":0.30579895},"labels":[],"label_agreement":null},{"id":"W49193795","doi":"10.15173/mjc.v3i0.232","title":"Comparing methods of musical pitch processing: How perfect is Perfect Pitch?","year":2006,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Pitch (Music); Relative pitch; Musical; Computer science; Speech recognition; Pitch detection algorithm; Pitch perception; Acoustics; Art; Psychology; Physics; Literature; Speech processing; Perception; Neuroscience","score_opus":0.0984834133293067,"score_gpt":0.35130578306726806,"score_spread":0.25282236973796135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W49193795","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16675149,0.061682153,0.5843355,0.03173047,0.0023028224,0.00041857956,0.00033877022,0.00062302005,0.1518172],"genre_scores_gemma":[0.8675771,0.0075518354,0.116549,0.003449007,0.00087600946,0.0003330828,0.00014177027,0.0004108625,0.0031113822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9613192,0.024986427,0.002093864,0.0029529312,0.007815755,0.00083191774],"domain_scores_gemma":[0.828039,0.13802025,0.008412519,0.0145140225,0.009558623,0.0014555885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06112388,0.0010930414,0.0019642015,0.004439384,0.0018451877,0.0072465986,0.0023668197,0.002560291,0.0038070523],"category_scores_gemma":[0.20315543,0.00089913886,0.0011840616,0.0025156215,0.015738403,0.020047372,0.00696365,0.0035478047,0.0007557279],"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":[0.0019170612,0.00015321645,0.028260048,0.0018241754,0.0011453618,0.00014418962,0.028226739,0.0017506179,0.005160038,0.47778794,0.006984224,0.44664636],"study_design_scores_gemma":[0.00025590442,0.0013610523,0.056515064,0.0020081725,0.0006078498,0.0010605791,0.019287072,0.009691123,0.009973215,0.86233735,0.036459215,0.00044347998],"about_ca_topic_score_codex":0.0016437372,"about_ca_topic_score_gemma":0.0027864224,"teacher_disagreement_score":0.06112388,"about_ca_system_score_codex":0.0018748589,"about_ca_system_score_gemma":0.0013134023,"threshold_uncertainty_score":0.3232578},"labels":[],"label_agreement":null},{"id":"W63740145","doi":"10.15173/mjc.v2i0.229","title":"From Bracelets to Blowjobs: The Ideological Representation of Childhood Sexuality in the Media","year":2005,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Gender, Feminism, and Media","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":"McMaster University","funders":"","keywords":"Human sexuality; Ideology; Representation (politics); Gender studies; Sociology; Psychology; Aesthetics; Art; Political science; Politics; Law","score_opus":0.07017888037281357,"score_gpt":0.36380058635626233,"score_spread":0.2936217059834488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W63740145","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32761082,0.02019307,0.0042443587,0.10169325,0.002622507,0.000046144498,0.00018578775,0.000083889856,0.54332024],"genre_scores_gemma":[0.97922254,0.004356626,0.00043136766,0.0037092853,0.00096524466,0.000026084084,0.000026127926,0.00005706363,0.01120566],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9968284,0.0023172286,0.00006103166,0.00010434741,0.00043077496,0.00025816384],"domain_scores_gemma":[0.9929859,0.0054142326,0.0005427622,0.00029145394,0.000432027,0.0003336024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033894223,0.0004627138,0.00027766908,0.0036124517,0.008260754,0.0152123915,0.00069485855,0.002484097,0.00465751],"category_scores_gemma":[0.008099485,0.00032665653,0.00021348456,0.0017529131,0.026111567,0.010515314,0.005418074,0.003281671,0.00043435654],"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":[0.000075202835,0.000026196389,0.0035574788,0.00015468443,0.000011099222,0.0008202299,0.5156141,0.00006658441,0.0007184907,0.44067177,0.01302755,0.025256623],"study_design_scores_gemma":[0.000018296312,0.00006424782,0.006724338,0.0010950759,0.000026576283,0.0010500769,0.60795915,0.00031682808,0.0013154389,0.07232081,0.30905434,0.000054795608],"about_ca_topic_score_codex":0.0062755346,"about_ca_topic_score_gemma":0.010230301,"teacher_disagreement_score":0.0152123915,"about_ca_system_score_codex":0.0035083813,"about_ca_system_score_gemma":0.0015570008,"threshold_uncertainty_score":0.025455177},"labels":[],"label_agreement":null},{"id":"W70909193","doi":"10.15173/mjc.v6i0.251","title":"Assessing Reputation Management, Internal Communications and Perceptions in Oakville, Ontario","year":2010,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Corporate Identity and Reputation","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":true,"ca_institutions":"McMaster University","funders":"","keywords":"Reputation; Perception; Reputation management; Business; Internal communications; Psychology; Marketing; Political science","score_opus":0.029857069349157675,"score_gpt":0.27903430619450525,"score_spread":0.2491772368453476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W70909193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98552215,0.00011157653,0.000088361245,0.000461719,0.0000082728775,0.000026919632,0.00011863609,0.000007428507,0.013654995],"genre_scores_gemma":[0.99006224,0.0001573131,0.00015216775,0.00004695644,0.0000031211418,0.000015113274,0.000070548944,0.000005415258,0.009487227],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885213,0.00021790461,0.000048967813,0.00010163964,0.0005081129,0.0002713336],"domain_scores_gemma":[0.993618,0.0009987314,0.0010824607,0.00020205649,0.0026991954,0.0013995037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015102581,0.00012366821,0.0001848027,0.0007120069,0.00657779,0.0020590248,0.00051989127,0.00026778594,0.003993594],"category_scores_gemma":[0.005509995,0.00021944645,0.00012661866,0.0014468355,0.001216815,0.00058867247,0.0011914677,0.00045246418,0.00032971802],"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":[0.00017357369,0.00022611306,0.8231666,0.00008004185,0.000027733118,0.00083182263,0.11450971,0.00028913957,0.0024107953,0.0023422597,0.008186668,0.04775549],"study_design_scores_gemma":[0.000005779783,0.000055429144,0.9477743,0.000027387885,0.00000801784,0.00006309287,0.04111221,0.00023357847,0.00029371498,0.000095977135,0.010314044,0.000016479773],"about_ca_topic_score_codex":0.97087777,"about_ca_topic_score_gemma":0.991529,"teacher_disagreement_score":0.03344414,"about_ca_system_score_codex":0.03344414,"about_ca_system_score_gemma":0.028509237,"threshold_uncertainty_score":0.24265534},"labels":[],"label_agreement":null},{"id":"W80513769","doi":"10.15173/mjc.v2i0.226","title":"Protecting Information Rights in the Liberal-Democratic State","year":2005,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Law, Rights, and Freedoms","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":"Democracy; Political science; State (computer science); Law and economics; Liberal democracy; Law; Computer science; Sociology; Politics","score_opus":0.02014968724793871,"score_gpt":0.27744253154815673,"score_spread":0.25729284430021804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W80513769","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.065817304,0.0036659495,0.029197933,0.11820346,0.00077087333,0.00007481504,0.00007825272,0.000085486936,0.78210586],"genre_scores_gemma":[0.9674463,0.0011780569,0.0027211488,0.01055893,0.00053790107,0.00008115277,0.000017677274,0.000022145305,0.017436633],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9911726,0.0038226007,0.000300469,0.0006988433,0.002434045,0.0015713855],"domain_scores_gemma":[0.98705137,0.007727582,0.0011502863,0.0020129343,0.0013015025,0.00075626344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0120640835,0.00027530195,0.00040551464,0.0009869867,0.0059866887,0.01113728,0.0006463798,0.004828885,0.0033585953],"category_scores_gemma":[0.018100675,0.00029880705,0.00040138938,0.0010034025,0.03313121,0.009610936,0.0075959708,0.008102589,0.00061107497],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031606091,0.0000049015534,0.00005797474,0.000004344404,7.593525e-7,0.000014904246,0.0009160095,0.00008208679,0.000035508194,0.99666923,0.00068393006,0.0015272583],"study_design_scores_gemma":[0.000009120211,0.00000796889,0.00014699693,0.000050078525,0.0000024552733,0.00002178217,0.0005747974,0.00024490317,0.00016540081,0.9586946,0.0400734,0.000008448672],"about_ca_topic_score_codex":0.0038766041,"about_ca_topic_score_gemma":0.0031415303,"teacher_disagreement_score":0.0120640835,"about_ca_system_score_codex":0.005048127,"about_ca_system_score_gemma":0.0073617334,"threshold_uncertainty_score":0.063801765},"labels":[],"label_agreement":null},{"id":"W95189521","doi":"10.15173/mjc.v7i0.255","title":"Participatory Culture and the Hidden Costs of Sharing","year":2011,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Social Media and Politics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Citizen journalism; Participatory culture; Business; Sociology; Computer science; World Wide Web; Media studies","score_opus":0.1242735232454338,"score_gpt":0.35115321754909096,"score_spread":0.22687969430365718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W95189521","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14954375,0.005419871,0.034182843,0.04466282,0.0004471645,0.00012524347,0.00007611005,0.000060855124,0.76548135],"genre_scores_gemma":[0.9858716,0.0009366729,0.0016413344,0.00078203157,0.00015145258,0.000099752106,0.000014209002,0.000034462493,0.010468383],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9726232,0.017476397,0.0007086565,0.002040308,0.0050196103,0.0021317753],"domain_scores_gemma":[0.96640843,0.020426586,0.0038729634,0.005014717,0.0023548254,0.0019225446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016162764,0.0004885461,0.0005713889,0.0018378437,0.007776686,0.015227827,0.0017619821,0.0031757895,0.014566608],"category_scores_gemma":[0.03811355,0.00059486134,0.0004928807,0.0018289518,0.048010956,0.017139526,0.014732246,0.003400133,0.0011973799],"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":[0.000032463202,0.000025575706,0.0009601634,0.000056820918,0.000016303113,0.0001259853,0.011919972,0.00038506457,0.00015792517,0.973517,0.0012698197,0.01153295],"study_design_scores_gemma":[0.000036589357,0.00005395621,0.0013851862,0.00022565357,0.000019462841,0.00032611724,0.0107571455,0.0007853562,0.00028404806,0.9168945,0.06920123,0.000030628988],"about_ca_topic_score_codex":0.0028127253,"about_ca_topic_score_gemma":0.0024442272,"teacher_disagreement_score":0.016162764,"about_ca_system_score_codex":0.006573924,"about_ca_system_score_gemma":0.004907473,"threshold_uncertainty_score":0.08547789},"labels":[],"label_agreement":null},{"id":"W96997729","doi":"10.15173/mjc.v4i0.236","title":"Mistaking Brands for Tween Identity","year":2007,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Child Development and Digital Technology","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":"Identity (music); Business; Art; Aesthetics","score_opus":0.05367989363854267,"score_gpt":0.3612723166791506,"score_spread":0.30759242304060797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W96997729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7235732,0.0013965942,0.016775815,0.016479146,0.0011986102,0.00005260307,0.000053917833,0.00011628207,0.24035385],"genre_scores_gemma":[0.9918875,0.0002369125,0.0014753124,0.0007750155,0.000045276123,0.000008299483,0.000013307247,0.0000464687,0.0055118757],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955949,0.0019143285,0.00019774366,0.00050348445,0.001211039,0.0005784841],"domain_scores_gemma":[0.9930884,0.002513503,0.0012518059,0.0009807782,0.0013429469,0.00082251115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051758913,0.00028674633,0.00027410738,0.0018527682,0.004402982,0.0075431843,0.0006603899,0.0018131144,0.005806638],"category_scores_gemma":[0.019340532,0.0003734293,0.00029643436,0.0010348536,0.010016327,0.0068852575,0.0067887586,0.0026498416,0.0012375967],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017389226,0.00008416671,0.06548219,0.00013229923,0.000032226435,0.0012125637,0.17275824,0.00016986924,0.002686064,0.62669206,0.008023733,0.12255263],"study_design_scores_gemma":[0.000038716797,0.00018191793,0.050894197,0.0007924478,0.000130945,0.0034727035,0.3467241,0.0027587705,0.00801827,0.2247518,0.36211002,0.00012617465],"about_ca_topic_score_codex":0.0057433723,"about_ca_topic_score_gemma":0.009141362,"teacher_disagreement_score":0.0075431843,"about_ca_system_score_codex":0.002851638,"about_ca_system_score_gemma":0.0017857152,"threshold_uncertainty_score":0.027373016},"labels":[],"label_agreement":null}]}