{"meta":{"query_hash":"04252ab64318","filters":{"venue":"Social Media + Society"},"cohort_total":109,"direct_labels_cover":1,"predictions_cover":109,"exported":109,"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/04252ab64318","api":"https://metacan.xera.ac/api/v1/cohort?venue=Social+Media+%2B+Society"},"results":[{"id":"W1614637952","doi":"","title":"Social Media Discourse and Genetically Modified Organisms","year":2015,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Social media; CONTEST; Sentiment analysis; Genetically modified organism; Sociology; Data science; Biology; Computer science; World Wide Web; Political science; Genetics; Artificial intelligence","score_opus":0.4714319019385331,"score_gpt":0.4557003300242491,"score_spread":0.015731571914284037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1614637952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9590633,0.000960628,0.00046677457,0.004315298,0.000086339096,0.00002463127,0.00052927155,0.000011108231,0.034542806],"genre_scores_gemma":[0.9972512,0.00054874393,0.0001926118,0.00027241194,0.00011282555,0.000023712146,0.00024866912,0.000010133635,0.001339652],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99854636,0.00081213174,0.000058372803,0.00013421284,0.00034273198,0.000106347616],"domain_scores_gemma":[0.9855892,0.009546136,0.0030798453,0.00032111767,0.0009872565,0.00047645453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001988057,0.00025450584,0.00015530575,0.002314952,0.0012586627,0.004227896,0.00032619465,0.0006612946,0.0049212],"category_scores_gemma":[0.012741366,0.00011943947,0.00015228214,0.0023357426,0.0018334701,0.0038774495,0.0016620908,0.00077236886,0.00040729754],"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":[0.0005132825,0.0004306529,0.38826063,0.001201089,0.00015676348,0.0010660217,0.41844964,0.0006163761,0.0070676436,0.05383587,0.012253743,0.116148345],"study_design_scores_gemma":[0.000029618632,0.00014305674,0.48430774,0.00081534404,0.000070019,0.0003936374,0.37209156,0.0019361427,0.0019290351,0.013770732,0.12443352,0.00007967076],"about_ca_topic_score_codex":0.0034970038,"about_ca_topic_score_gemma":0.0036021788,"teacher_disagreement_score":0.0049212,"about_ca_system_score_codex":0.0013556592,"about_ca_system_score_gemma":0.0004358933,"threshold_uncertainty_score":0.016463041},"labels":[],"label_agreement":null},{"id":"W1836926205","doi":"10.1177/2056305115580341","title":"Going Public on Social Media","year":2015,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Social media; Feeling; Public relations; Internet privacy; Sociology; Media studies; Business; Advertising; Political science; Psychology; Social psychology; Law; Computer science","score_opus":0.1628662673574095,"score_gpt":0.36103624176535637,"score_spread":0.19816997440794687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1836926205","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":[0.008016397,0.0075198,0.0017432553,0.6450566,0.007613689,0.000022518363,0.00009374298,0.00008496673,0.32984895],"genre_scores_gemma":[0.4613326,0.017235035,0.0008900401,0.34618402,0.02680197,0.00013894455,0.0001627228,0.00042106837,0.14683352],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9919932,0.0033674361,0.00012028464,0.0007739443,0.0021208755,0.0016242019],"domain_scores_gemma":[0.9870502,0.009631066,0.00059309026,0.00070742145,0.0010270174,0.0009913219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006536097,0.0005119123,0.00050104817,0.0018898372,0.011998495,0.02219695,0.0011160834,0.013998452,0.028208291],"category_scores_gemma":[0.02150638,0.00034409936,0.0007496304,0.0012890399,0.020246336,0.035794478,0.009572198,0.015043873,0.005014144],"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":[0.000017617982,0.000026251817,0.00032894782,0.00006373588,0.000008494883,0.00016924823,0.0058806916,0.00004150665,0.0001392688,0.86702883,0.110727526,0.0155679565],"study_design_scores_gemma":[0.0000097129205,0.00001940774,0.00043191676,0.00048709416,0.000011703109,0.0001037428,0.009385933,0.00007898963,0.00031138025,0.17014867,0.81899387,0.000017557963],"about_ca_topic_score_codex":0.0037996145,"about_ca_topic_score_gemma":0.0039453413,"teacher_disagreement_score":0.028208291,"about_ca_system_score_codex":0.0054898188,"about_ca_system_score_gemma":0.005255146,"threshold_uncertainty_score":0.09436613},"labels":[],"label_agreement":null},{"id":"W1953590333","doi":"10.1177/2056305115591178","title":"What Are the Stakes in Doing Critical Research on Social Media Platforms?","year":2015,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Social media; Field (mathematics); Politics; Key (lock); Public relations; Sociology; Social media optimization; Political science; Computer science; World Wide Web; Computer security","score_opus":0.2003550398611114,"score_gpt":0.41715359214199416,"score_spread":0.21679855228088277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1953590333","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":[0.005948243,0.020258367,0.03192929,0.89790374,0.004727621,0.00023396278,0.00012906922,0.00008738458,0.038782373],"genre_scores_gemma":[0.6925402,0.04989826,0.07886275,0.13178432,0.029394442,0.0046965773,0.0002781119,0.00038808782,0.012157309],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.7966053,0.15697779,0.0054299976,0.009764354,0.023146998,0.00807566],"domain_scores_gemma":[0.3051389,0.5958133,0.017816052,0.02901702,0.028426094,0.023788713],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.36843035,0.0019276271,0.0036290297,0.009601904,0.018348949,0.05555043,0.0071116784,0.03022437,0.010341175],"category_scores_gemma":[0.49623486,0.0017460587,0.0016144088,0.0067896326,0.088454664,0.121493936,0.020977521,0.023587018,0.003916458],"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":[0.00011591872,0.00011841149,0.0030750534,0.0014152093,0.000119169046,0.00029366298,0.01117561,0.0006401464,0.00024949465,0.89166135,0.036257777,0.054878242],"study_design_scores_gemma":[0.000039719092,0.000025143381,0.0005281912,0.0017562654,0.000025776315,0.00014941358,0.010446629,0.0006794319,0.000170467,0.9557366,0.030388374,0.000054089454],"about_ca_topic_score_codex":0.0034691258,"about_ca_topic_score_gemma":0.0044346894,"teacher_disagreement_score":0.36843035,"about_ca_system_score_codex":0.011416967,"about_ca_system_score_gemma":0.021510493,"threshold_uncertainty_score":0.7788378},"labels":[],"label_agreement":null},{"id":"W2164649569","doi":"10.1177/2056305115580337","title":"Games Are Social/Media(ted)/Technology Too . . .","year":2015,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Digital Games and Media","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Manifesto; Social media; Field (mathematics); Sociology; Media studies; Psychology; Computer science; Political science; World Wide Web","score_opus":0.049455300619639056,"score_gpt":0.3052045139379525,"score_spread":0.25574921331831346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164649569","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":[0.014471876,0.005999164,0.030043224,0.05434758,0.0038701042,0.00018622795,0.0005584828,0.0008240108,0.8896993],"genre_scores_gemma":[0.6047373,0.009532297,0.02188168,0.028911646,0.0018920408,0.00061527785,0.0007186656,0.0010350925,0.3306761],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99517196,0.0024715494,0.00032258022,0.0005029857,0.0011516517,0.0003792701],"domain_scores_gemma":[0.994961,0.0021966598,0.0004926576,0.00074345246,0.0009168199,0.00068927306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034807175,0.0008099731,0.0003837773,0.0015310701,0.0030488016,0.011673629,0.0010156188,0.0017740349,0.012503503],"category_scores_gemma":[0.008542735,0.00027459837,0.00039634143,0.001508682,0.011543641,0.011018194,0.006595484,0.0038737971,0.0036041923],"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":[0.000020285337,0.000020798616,0.0007380131,0.0002486349,0.000011575036,0.000083205254,0.008421413,0.00014473799,0.00049543363,0.9086821,0.04512466,0.036009084],"study_design_scores_gemma":[0.0000052387304,0.000024762805,0.00064041564,0.00020311667,0.000010260359,0.00018675029,0.0032552222,0.00020964186,0.00038515852,0.06620423,0.92885476,0.000020477602],"about_ca_topic_score_codex":0.006401379,"about_ca_topic_score_gemma":0.009514362,"teacher_disagreement_score":0.012503503,"about_ca_system_score_codex":0.002229518,"about_ca_system_score_gemma":0.0022820549,"threshold_uncertainty_score":0.041828394},"labels":[],"label_agreement":null},{"id":"W2179798232","doi":"10.1177/2056305115603997","title":"Histories of Hating","year":2015,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Situated; Perspective (graphical); Digital media; Order (exchange); Psychological intervention; Sociology; Media studies; Epistemology; Psychology; Political science; Law; Computer science","score_opus":0.03877005763817307,"score_gpt":0.24430405591224716,"score_spread":0.2055339982740741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2179798232","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":[0.47655752,0.013500284,0.010364357,0.011470304,0.0013006314,0.00006556819,0.000192776,0.00010007961,0.4864485],"genre_scores_gemma":[0.9771235,0.0021852497,0.00052642246,0.0010361673,0.00022213373,0.000022995422,0.000043760876,0.000037299174,0.018802475],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99597,0.0019067897,0.00019880007,0.00059474766,0.0007661484,0.0005635245],"domain_scores_gemma":[0.9916596,0.004899599,0.0009347887,0.0010535547,0.00081881456,0.0006336191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004051422,0.00041592214,0.00029460917,0.002336157,0.01180434,0.0065504853,0.00093391736,0.0020296266,0.007091915],"category_scores_gemma":[0.010085344,0.00038564243,0.00025861472,0.001325939,0.019120408,0.008439261,0.0078973025,0.0037141277,0.00075214525],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000611078,0.000039462026,0.009571338,0.00022199286,0.00001953266,0.001340972,0.51830626,0.00009511513,0.0010656638,0.4105553,0.0059698108,0.05275356],"study_design_scores_gemma":[0.000006250111,0.00011427708,0.01201187,0.0009821756,0.000032953132,0.004321758,0.3089782,0.00030909755,0.0036235622,0.056298062,0.61323845,0.000083349514],"about_ca_topic_score_codex":0.004085673,"about_ca_topic_score_gemma":0.0043787076,"teacher_disagreement_score":0.01180434,"about_ca_system_score_codex":0.00318043,"about_ca_system_score_gemma":0.0010871104,"threshold_uncertainty_score":0.023724794},"labels":[],"label_agreement":null},{"id":"W2312568610","doi":"10.1177/2056305116641343","title":"Selfies of Ill Health: Online Autopathographic Photography and the Dramaturgy of the Everyday","year":2016,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Visual Culture and Art Theory","field":"Arts and Humanities","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Dramaturgy; Selfie; Performative utterance; Perspective (graphical); Construct (python library); Social media; Context (archaeology); Aesthetics; Agency (philosophy); Sociology; Psychology; Visual arts; Art; History; Social science; Computer science","score_opus":0.02140838010031908,"score_gpt":0.2376693902682978,"score_spread":0.21626101016797872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312568610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5812109,0.008088212,0.0065659443,0.024840381,0.0023115021,0.00010564591,0.00035203688,0.00021038711,0.37631497],"genre_scores_gemma":[0.9681843,0.0024876483,0.0015292289,0.0015809514,0.0005445057,0.0000414732,0.000082623694,0.00009373389,0.025455514],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998492,0.0010138798,0.00003115966,0.00010602061,0.00020394384,0.0001529635],"domain_scores_gemma":[0.99729246,0.0018412223,0.00024178854,0.00030333994,0.0000863236,0.000234835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017038925,0.00037116284,0.00017578043,0.0013170732,0.0039711436,0.0048712255,0.0005796214,0.0010847228,0.0083244415],"category_scores_gemma":[0.0041329158,0.00017170313,0.00027137756,0.0007292632,0.009384749,0.003955137,0.0058237268,0.0023380392,0.00059340976],"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":[0.00015308184,0.000091615926,0.007391388,0.00042918744,0.000019971967,0.0026626359,0.80055755,0.00015044416,0.0024566518,0.1014763,0.026918953,0.057692256],"study_design_scores_gemma":[0.000019587776,0.00010880152,0.011322861,0.0007021697,0.000020966412,0.0044638473,0.4720097,0.0003205982,0.0014946592,0.009623299,0.49986914,0.000044377266],"about_ca_topic_score_codex":0.0021242283,"about_ca_topic_score_gemma":0.0056348746,"teacher_disagreement_score":0.0083244415,"about_ca_system_score_codex":0.0015859546,"about_ca_system_score_gemma":0.0006776129,"threshold_uncertainty_score":0.027848065},"labels":[],"label_agreement":null},{"id":"W2315984773","doi":"10.1177/2056305116641976","title":"Screened Intimacies: Tinder and the Swipe Logic","year":2016,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":239,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"SwIPe; Interface (matter); Computer science; Sociotechnical system; Subject (documents); Internet privacy; Sociology; World Wide Web; Computer security; Artificial intelligence","score_opus":0.02765260379547794,"score_gpt":0.2697354298221876,"score_spread":0.2420828260267097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315984773","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":[0.34512162,0.0020644155,0.15177752,0.024080206,0.00046458677,0.00022268743,0.000066734596,0.00036559222,0.47583675],"genre_scores_gemma":[0.98035794,0.00034054066,0.009406194,0.0007399907,0.000056109395,0.00008688769,0.000017826282,0.00008159891,0.008913066],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99334043,0.0044799177,0.00016599186,0.0006807211,0.00096358213,0.00036938651],"domain_scores_gemma":[0.9927793,0.0049306597,0.00042355887,0.0011102805,0.00050341163,0.00025266808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063891346,0.0007129102,0.00040082517,0.0027963852,0.0066672196,0.010979261,0.0014648617,0.0027884992,0.0058551263],"category_scores_gemma":[0.015231331,0.0006066629,0.00039850228,0.0010363271,0.06625294,0.01903338,0.009604253,0.0045038452,0.0007295134],"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":[0.00004718483,0.000019123465,0.00085607194,0.00006663043,0.0000045541706,0.00040882628,0.12619568,0.00011253825,0.0005334014,0.8584353,0.0006734664,0.012647196],"study_design_scores_gemma":[0.000060056933,0.00016767399,0.0012903443,0.00059177144,0.000035108827,0.0017162785,0.13747793,0.0026143168,0.0029162923,0.7222989,0.13078104,0.000050314477],"about_ca_topic_score_codex":0.0015146458,"about_ca_topic_score_gemma":0.0013203884,"teacher_disagreement_score":0.010979261,"about_ca_system_score_codex":0.0025479489,"about_ca_system_score_gemma":0.0016933865,"threshold_uncertainty_score":0.033789396},"labels":[],"label_agreement":null},{"id":"W2338311994","doi":"10.1177/2056305116637103","title":"Movember: Twitter Conversations of a Hairy Social Movement","year":2016,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Social media; Conversation; Context (archaeology); Microblogging; Sociology; Public relations; Psychology; Political science; World Wide Web; Communication; Computer science; Geography","score_opus":0.04598636979586166,"score_gpt":0.31762645963181735,"score_spread":0.27164008983595567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338311994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.962465,0.0003653068,0.0021074987,0.002788326,0.00024112327,0.00018065743,0.0036128524,0.00016301547,0.028076183],"genre_scores_gemma":[0.97442424,0.00041474972,0.0032260276,0.0009928505,0.0001824477,0.00043203472,0.0029082345,0.0001836151,0.017235633],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990569,0.00048949674,0.00003736885,0.0001192719,0.00016207725,0.00013481807],"domain_scores_gemma":[0.9976635,0.0015272875,0.00025975527,0.00013190157,0.00022564807,0.00019191732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000934548,0.00028518846,0.0002674642,0.0012604347,0.0036373017,0.002140784,0.00033223443,0.0010292914,0.0064804237],"category_scores_gemma":[0.0055254586,0.00018163964,0.00018384101,0.0013414334,0.0010876956,0.003413037,0.0024098426,0.001020303,0.0017148849],"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":[0.0011558114,0.0002099366,0.051436767,0.0008023514,0.00006083021,0.0025736017,0.81514806,0.00027621185,0.014752148,0.008233954,0.039901726,0.06544866],"study_design_scores_gemma":[0.00003965717,0.00027591415,0.12669942,0.0005141979,0.000048301983,0.0007487071,0.56093526,0.0022717628,0.005271117,0.0025935117,0.30046633,0.00013582641],"about_ca_topic_score_codex":0.0059261825,"about_ca_topic_score_gemma":0.018580414,"teacher_disagreement_score":0.0064804237,"about_ca_system_score_codex":0.00092591054,"about_ca_system_score_gemma":0.00046117062,"threshold_uncertainty_score":0.021679163},"labels":[],"label_agreement":null},{"id":"W2338973467","doi":"10.1177/2056305115580340","title":"Power Plays on Social Media","year":2015,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sociotechnical system; Framing (construction); Gatekeeping; Social media; Power (physics); Sociology; Publics; Public relations; Political science; Politics; Knowledge management; Computer science; Engineering","score_opus":0.0821413417129316,"score_gpt":0.3468027594020206,"score_spread":0.264661417689089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338973467","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":[0.04958423,0.0015511083,0.015082,0.023548907,0.00062500633,0.00007679271,0.00010713083,0.00010612474,0.90931875],"genre_scores_gemma":[0.954593,0.0010119273,0.0016611244,0.0015100208,0.0008106706,0.00010865754,0.000049005037,0.00015740495,0.04009815],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9874873,0.0063375356,0.00026086933,0.0013585895,0.0032555377,0.001300242],"domain_scores_gemma":[0.9745709,0.019254336,0.0012940407,0.001771455,0.0016849859,0.0014244278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008982159,0.0008985702,0.0005162762,0.0046230475,0.009035718,0.018225327,0.0013855775,0.0030591139,0.024431406],"category_scores_gemma":[0.02527202,0.00065296335,0.0005211843,0.002357124,0.03687166,0.022557113,0.00982877,0.0030215152,0.0029885818],"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":[0.000038546343,0.000016726412,0.0007393835,0.00006557685,0.000015901898,0.00028124521,0.02752728,0.00025923215,0.00042018582,0.9508776,0.0047242227,0.015033966],"study_design_scores_gemma":[0.000053376523,0.000049154518,0.0014285675,0.00027079435,0.00003091548,0.00022848241,0.022543825,0.0008815374,0.0007109038,0.76678586,0.20697339,0.000043102955],"about_ca_topic_score_codex":0.003227498,"about_ca_topic_score_gemma":0.0023678432,"teacher_disagreement_score":0.024431406,"about_ca_system_score_codex":0.003958213,"about_ca_system_score_gemma":0.0026543078,"threshold_uncertainty_score":0.0817312},"labels":[],"label_agreement":null},{"id":"W2338999040","doi":"10.1177/2056305116641706","title":"Making the Cut: An Agential Realist Examination of Selfies and Touch","year":2016,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Selfie; Phenomenon; Realism; Aesthetics; Presumption; Epistemology; Sociology; Art; Visual arts; Philosophy","score_opus":0.09562656228336426,"score_gpt":0.3558822327879143,"score_spread":0.26025567050455006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338999040","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":[0.3637412,0.004747848,0.081250966,0.027092157,0.000361815,0.00011557158,0.000057626497,0.000085336455,0.5225476],"genre_scores_gemma":[0.990217,0.0005525494,0.0029957574,0.0004979591,0.00003733696,0.000047349997,0.000010380268,0.0000363458,0.005605519],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.995741,0.0032266558,0.00007186485,0.00027341317,0.00038879603,0.00029834773],"domain_scores_gemma":[0.9951374,0.0037285239,0.00040774152,0.00037246977,0.00019044809,0.00016350462],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00459319,0.00043940416,0.0003297812,0.0019788002,0.0076462827,0.009059296,0.0011485546,0.0023156528,0.0032312816],"category_scores_gemma":[0.0051430576,0.0003255845,0.00033670457,0.00078050024,0.05784745,0.014530737,0.008771797,0.004124558,0.00025945617],"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":[0.000016198193,0.000017039789,0.0005339165,0.000046214114,0.00000426387,0.00020241863,0.25903285,0.0001280616,0.00032236404,0.73489684,0.0004745834,0.0043250956],"study_design_scores_gemma":[0.000016470764,0.000045772464,0.0013645926,0.0003261462,0.000012332704,0.00053624314,0.3988489,0.0010196059,0.0014184782,0.4437258,0.15265949,0.000026163545],"about_ca_topic_score_codex":0.0015093912,"about_ca_topic_score_gemma":0.0019545085,"teacher_disagreement_score":0.99235374,"about_ca_system_score_codex":0.0026374739,"about_ca_system_score_gemma":0.0012155175,"threshold_uncertainty_score":0.024291396},"labels":[],"label_agreement":null},{"id":"W2340952075","doi":"10.1177/2056305116641344","title":"Introduction to the Social Media + Society Special Issue on Selfies: Me-diated Inter-faces","year":2016,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Digital Games and Media","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Kwantlen Polytechnic University","funders":"","keywords":"Social media; Sociology; Media studies; Public relations; Social science; Political science","score_opus":0.01755811156921156,"score_gpt":0.2830292518154111,"score_spread":0.26547114024619956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340952075","genre_codex":"editorial","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":[0.0019790211,0.069675215,0.013969003,0.16641793,0.46707982,0.00034097393,0.0013055818,0.0006071565,0.27862522],"genre_scores_gemma":[0.023321318,0.08548492,0.009382575,0.06403539,0.5060952,0.0008041995,0.0016457946,0.0013783592,0.3078523],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980513,0.00059039006,0.00015967713,0.00030494903,0.00070574303,0.0001879982],"domain_scores_gemma":[0.99346787,0.0036475416,0.00038060086,0.00031962906,0.0012127258,0.0009715667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020950811,0.0015453014,0.0011109387,0.003495728,0.0035290634,0.009850377,0.001475537,0.0052859276,0.060465235],"category_scores_gemma":[0.0071482756,0.0005767505,0.00088975276,0.0028440212,0.0034505497,0.007908066,0.0061333925,0.0087896455,0.02111906],"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":[0.000018717445,0.000039306386,0.00022257371,0.00032009286,0.0000045148636,0.00010082798,0.0014255203,0.00005865381,0.00027944942,0.062195443,0.89668363,0.038651273],"study_design_scores_gemma":[0.0000016080629,0.000015024752,0.00025872025,0.00025054367,0.0000013347618,0.00010921962,0.0003669276,0.000031304422,0.000023127295,0.005337279,0.99359727,0.000007699022],"about_ca_topic_score_codex":0.0011884986,"about_ca_topic_score_gemma":0.002153415,"teacher_disagreement_score":0.060465235,"about_ca_system_score_codex":0.0020236685,"about_ca_system_score_gemma":0.0020769779,"threshold_uncertainty_score":0.20227635},"labels":[],"label_agreement":null},{"id":"W2344650649","doi":"10.1177/2056305115580334","title":"My So-Called Social Media Life","year":2015,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Social media; Reflection (computer programming); Internet privacy; Public relations; Social life; Business; Sociology; Political science; Computer science; Social science; Law","score_opus":0.07520090488726068,"score_gpt":0.3244232131530016,"score_spread":0.24922230826574093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344650649","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":[0.0172772,0.016216569,0.012760931,0.6669711,0.021533815,0.00006117475,0.00037289681,0.0002764605,0.26452985],"genre_scores_gemma":[0.41555357,0.030964358,0.007956944,0.25536257,0.026239287,0.000373223,0.0003949454,0.000752534,0.2624025],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9962053,0.0022435465,0.00007736967,0.00038951004,0.00072056474,0.0003637885],"domain_scores_gemma":[0.9935061,0.0037822882,0.00056065136,0.00054318586,0.00058062014,0.001027171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027154775,0.0006877227,0.00033475953,0.0011249813,0.008433836,0.01178004,0.0013159886,0.005274855,0.010236218],"category_scores_gemma":[0.01130743,0.00030141763,0.0004333042,0.0012213105,0.014477165,0.021469526,0.006531946,0.009340713,0.003937636],"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":[0.000027251284,0.000029281455,0.00077036297,0.00015421804,0.000013969871,0.00050677115,0.07375105,0.000087634304,0.0005742954,0.47461826,0.4250845,0.024382295],"study_design_scores_gemma":[0.0000017965053,0.000009782155,0.00021484795,0.0001677609,0.0000018254593,0.00036032387,0.018629199,0.000055941025,0.00012990215,0.028046448,0.95236987,0.000012271969],"about_ca_topic_score_codex":0.0013570717,"about_ca_topic_score_gemma":0.0017329258,"teacher_disagreement_score":0.01178004,"about_ca_system_score_codex":0.0017526586,"about_ca_system_score_gemma":0.0015425399,"threshold_uncertainty_score":0.034243524},"labels":[],"label_agreement":null},{"id":"W2511395650","doi":"10.1177/2056305116664222","title":"Discreet Openness: Scholars’ Selective and Intentional Self-Disclosures Online","year":2016,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island; Royal Roads University","funders":"","keywords":"Scholarship; Public relations; Openness to experience; Futures studies; Identity (music); Politics; Health care; Psychology; Social media; Sociology; Political science; Engineering ethics; Social psychology; Engineering; Law","score_opus":0.056089603550643734,"score_gpt":0.4027660601764489,"score_spread":0.34667645662580515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2511395650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9273747,0.0018735705,0.011008283,0.014710452,0.00034764025,0.00008951646,0.000055035533,0.000073127645,0.044467486],"genre_scores_gemma":[0.99679846,0.00030068366,0.0007473004,0.0007654841,0.00006704414,0.00003103081,0.000013697685,0.000022316193,0.0012540978],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9368794,0.05076483,0.0023242182,0.0018193558,0.0057987296,0.0024134028],"domain_scores_gemma":[0.81054527,0.15106086,0.016893324,0.01257369,0.0041875686,0.004739167],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.037673227,0.0004830848,0.0005076138,0.0022862572,0.00954917,0.013084504,0.0015626127,0.0025043136,0.002428569],"category_scores_gemma":[0.13164937,0.0006073039,0.00042453036,0.0016734344,0.02655163,0.014478017,0.018707985,0.004898809,0.00030545666],"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":[0.000039180235,0.00003632877,0.00848902,0.00012360519,0.000019011663,0.00060409587,0.9457674,0.000052202337,0.0005989873,0.028903214,0.00076525554,0.014601704],"study_design_scores_gemma":[0.000021295617,0.00007489276,0.0042842384,0.0004374864,0.000026690546,0.0014042975,0.9213954,0.00026657694,0.0008877317,0.03456966,0.036585793,0.000045880326],"about_ca_topic_score_codex":0.0006707141,"about_ca_topic_score_gemma":0.00088735885,"teacher_disagreement_score":0.99045086,"about_ca_system_score_codex":0.002380069,"about_ca_system_score_gemma":0.0046372106,"threshold_uncertainty_score":0.1992374},"labels":[],"label_agreement":null},{"id":"W2527768680","doi":"10.1177/2056305116672484","title":"It’s About Ethics in Games Journalism? Gamergaters and Geek Masculinity","year":2016,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Digital Games and Media","field":"Social Sciences","cited_by":157,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Geek; Masculinity; Identity politics; Identity (music); Gender studies; Journalism; Sociology; Politics; Media studies; Social media; Privilege (computing); Victory; Heterosexism; Political science; Law; Lesbian; Aesthetics; Art","score_opus":0.04992072445630703,"score_gpt":0.33420855321453913,"score_spread":0.2842878287582321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527768680","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":[0.16884758,0.010722748,0.0063586035,0.39344698,0.004535714,0.00006756341,0.000079789665,0.00014405446,0.41579705],"genre_scores_gemma":[0.9437905,0.0023551,0.0009455385,0.02189337,0.0018203454,0.000046519912,0.000022659435,0.00014690633,0.028978989],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9894712,0.007977642,0.00018692884,0.00058235327,0.0008314587,0.0009504236],"domain_scores_gemma":[0.9860649,0.008259578,0.0011884795,0.0006949656,0.0010595463,0.002732391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006221201,0.00032451755,0.0002469996,0.0016473023,0.011296629,0.021038443,0.0007378563,0.003439264,0.0072780787],"category_scores_gemma":[0.01679092,0.00037255333,0.00024846048,0.0010313881,0.041300006,0.011175422,0.0050779963,0.004804629,0.0010786641],"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":[0.00007665492,0.000107563756,0.0065246876,0.0002072958,0.000028121163,0.00077711925,0.2502173,0.00012300954,0.00086182455,0.6576634,0.04979881,0.03361423],"study_design_scores_gemma":[0.000028218688,0.00006699858,0.0053602266,0.00049132435,0.00001694038,0.00065858674,0.18834586,0.00025908352,0.00073207886,0.19839334,0.6056006,0.000046720703],"about_ca_topic_score_codex":0.004108776,"about_ca_topic_score_gemma":0.008283145,"teacher_disagreement_score":0.021038443,"about_ca_system_score_codex":0.0043818,"about_ca_system_score_gemma":0.0031812978,"threshold_uncertainty_score":0.032901287},"labels":[],"label_agreement":null},{"id":"W2530495025","doi":"10.1177/2056305116672486","title":"Baking Gender Into Social Media Design: How Platforms Shape Categories for Users and Advertisers","year":2016,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Digital Communication and Language","field":"Computer Science","cited_by":207,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Rural Development Administration; National Science Foundation","keywords":"Social media; Categorization; World Wide Web; Computer science; Analytics; Advertising; Data science; Business; Artificial intelligence","score_opus":0.06633906749855756,"score_gpt":0.2742371964207464,"score_spread":0.20789812892218884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530495025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7046872,0.0012398956,0.072527096,0.008613105,0.00040850058,0.00022618906,0.00015665177,0.00039045085,0.21175085],"genre_scores_gemma":[0.97796863,0.00023061266,0.011335705,0.0004989944,0.000053128744,0.0000985058,0.000040737785,0.00024121809,0.0095325075],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99253523,0.005326286,0.00017235252,0.00068160397,0.00086496386,0.00041961798],"domain_scores_gemma":[0.9925258,0.004800237,0.0005309727,0.0007800403,0.0007652208,0.0005976632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0069491174,0.00082479493,0.0002869572,0.0025837757,0.0066463775,0.012703407,0.0010037763,0.0013716723,0.005948469],"category_scores_gemma":[0.014726296,0.0005332876,0.00046039346,0.0009472959,0.015169033,0.012974008,0.0058472855,0.0016282402,0.0013005158],"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":[0.00021203618,0.00008398098,0.023504343,0.00024576436,0.000025749878,0.00076609524,0.607074,0.00033444611,0.008848517,0.25467187,0.00450066,0.09973252],"study_design_scores_gemma":[0.00005539382,0.0002563756,0.020383162,0.0007164478,0.00007105812,0.0012676333,0.52381796,0.0034346147,0.006710616,0.15453985,0.28857574,0.00017125146],"about_ca_topic_score_codex":0.0030164015,"about_ca_topic_score_gemma":0.0049132584,"teacher_disagreement_score":0.012703407,"about_ca_system_score_codex":0.0025823482,"about_ca_system_score_gemma":0.001543137,"threshold_uncertainty_score":0.036750853},"labels":[],"label_agreement":null},{"id":"W2559310985","doi":"10.1177/2056305116680005","title":"“Honestly, We’re Not Spying on Kids”: School Surveillance of Young People’s Social Media","year":2016,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Espionage; Social media; Socialization; Raising (metalworking); Internet privacy; Active listening; Public relations; Political science; Data collection; Sociology; Engineering; Law; Computer science; Social science","score_opus":0.04002091114917614,"score_gpt":0.3008235273179226,"score_spread":0.26080261616874645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559310985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8113912,0.0043169986,0.004573848,0.10763634,0.0012197155,0.00024343899,0.00025374754,0.00013691316,0.07022795],"genre_scores_gemma":[0.97367233,0.0025459463,0.0014074633,0.015709987,0.00016040467,0.0001198293,0.00008717634,0.00004353045,0.006253335],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99284345,0.0044834577,0.00040273226,0.00049159635,0.0009759943,0.0008027437],"domain_scores_gemma":[0.990427,0.0037875948,0.0024149616,0.00058258936,0.0015793775,0.0012083717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071874354,0.00024029001,0.00031528354,0.0012764381,0.009516273,0.0067808023,0.0008313452,0.0025874365,0.0021443448],"category_scores_gemma":[0.020238802,0.0004956418,0.00031062233,0.0012340606,0.0067213685,0.0066056047,0.0050280085,0.0048545534,0.00074796134],"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":[0.000037732545,0.00011877598,0.07944132,0.00027211462,0.000026232963,0.0014982243,0.8219868,0.000035695204,0.00068081525,0.012793708,0.02633368,0.056774795],"study_design_scores_gemma":[0.000005428849,0.00007276852,0.036693923,0.00060711725,0.000027815395,0.0009061333,0.87782884,0.000090741436,0.0008337185,0.0026511403,0.08024928,0.000033089294],"about_ca_topic_score_codex":0.020614637,"about_ca_topic_score_gemma":0.04807536,"teacher_disagreement_score":0.020614637,"about_ca_system_score_codex":0.00300477,"about_ca_system_score_gemma":0.004641073,"threshold_uncertainty_score":0.04098928},"labels":[],"label_agreement":null},{"id":"W2564471285","doi":"","title":"A Reflection of Reality? The Consumption and Reproduction of Obesity Discourses by The Biggest Loser’s Viewers Through Facebook","year":2016,"lang":"en","type":"article","venue":"Social Media + Society","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":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of Toronto","funders":"","keywords":"Consumption (sociology); Social media; Premise; Media consumption; Advertising; Action (physics); Obesity; Resistance (ecology); Reality television; Sociology; Mass media; Media studies; Psychology; Social psychology; Political science; Medicine; Social science; Business; Law","score_opus":0.16574311271478162,"score_gpt":0.42400035944101744,"score_spread":0.25825724672623585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564471285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9299119,0.0014252242,0.001605188,0.01083176,0.0002649039,0.000015115196,0.000070872935,0.000026605398,0.055848338],"genre_scores_gemma":[0.99617875,0.00044015204,0.00017489665,0.00050897175,0.00006674213,0.000008020118,0.000021289874,0.000018908428,0.0025822783],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99800164,0.0014406713,0.00004374172,0.00014169264,0.00020494228,0.00016722946],"domain_scores_gemma":[0.9973551,0.0017786948,0.0003194605,0.0002003985,0.00017471802,0.00017153812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026525462,0.00035650012,0.00025390717,0.00095095235,0.0027244487,0.0061426144,0.00042627694,0.0010135672,0.0038325891],"category_scores_gemma":[0.005814083,0.00021234324,0.00023996536,0.0005932494,0.0068780817,0.0061608553,0.0028900963,0.0017758185,0.00037482547],"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":[0.0000497581,0.000030239824,0.008576559,0.000087538974,0.000015442238,0.0003239509,0.9598868,0.000020850292,0.0014054714,0.017085347,0.0016357584,0.010882409],"study_design_scores_gemma":[0.0000088801135,0.000053730124,0.009836883,0.00026574824,0.000029494033,0.0003004254,0.932183,0.00019728609,0.0009195508,0.004387182,0.051791087,0.000026675209],"about_ca_topic_score_codex":0.0022970615,"about_ca_topic_score_gemma":0.0028889286,"teacher_disagreement_score":0.0061426144,"about_ca_system_score_codex":0.0009099962,"about_ca_system_score_gemma":0.00050622027,"threshold_uncertainty_score":0.014028132},"labels":[],"label_agreement":null},{"id":"W2587246208","doi":"10.1177/2056305117691998","title":"Leveraging Visibility, Gaining Capital? Social Media Use in the Fight Against Child Abusers: The Case of The Judge Beauce","year":2017,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Visibility; Scrutiny; Politics; Social capital; Sociology; Public relations; Power (physics); Lever; Social media; Capital (architecture); Political science; Political economy; Law; History; Engineering","score_opus":0.08511348778609554,"score_gpt":0.32327507145818685,"score_spread":0.2381615836720913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587246208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7196153,0.0035886213,0.002824123,0.07414322,0.00029521683,0.00008118064,0.00003668487,0.000033522996,0.19938217],"genre_scores_gemma":[0.9890064,0.00074764504,0.00042551334,0.0027953007,0.00006713966,0.00001789639,0.000006242639,0.000017424098,0.0069165123],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9929375,0.0038341337,0.00008278543,0.00041573943,0.00078755995,0.0019422979],"domain_scores_gemma":[0.99313366,0.003621094,0.0010353476,0.00037599108,0.0005885218,0.0012454315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004300286,0.00047043592,0.0003522411,0.0015772561,0.036362786,0.010888222,0.0014864038,0.006008763,0.004265319],"category_scores_gemma":[0.010969465,0.00047942039,0.0003181982,0.0013131221,0.028445164,0.006659995,0.0075010434,0.0064682593,0.0003100141],"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":[0.000031312116,0.00006497502,0.008905917,0.0000645104,0.00001569685,0.0060874247,0.8056884,0.00009236327,0.0005968157,0.15148737,0.007980027,0.018985275],"study_design_scores_gemma":[0.000015993468,0.00007191329,0.0070580426,0.000435761,0.00003151159,0.0028122573,0.77700335,0.00030796792,0.0007915386,0.012391516,0.19900632,0.000073881565],"about_ca_topic_score_codex":0.23264961,"about_ca_topic_score_gemma":0.3635644,"teacher_disagreement_score":0.23264961,"about_ca_system_score_codex":0.010588777,"about_ca_system_score_gemma":0.008122081,"threshold_uncertainty_score":0.46259093},"labels":[],"label_agreement":null},{"id":"W2615627274","doi":"10.1177/2056305117704407","title":"#SocialMedia: Exploring the Relationship of Social Networking Sites on Body Image, Self-Esteem, and Eating Disorders","year":2017,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":143,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Psychology; Eating disorders; Clinical psychology","score_opus":0.07339947059499473,"score_gpt":0.34182067023544105,"score_spread":0.2684211996404463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615627274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99787855,0.00019694593,0.000051522195,0.00006775197,0.0000067332417,0.000020695883,0.00012544185,0.0000027033027,0.0016495162],"genre_scores_gemma":[0.9982408,0.00033491463,0.00032986313,0.000043608237,0.000021202126,0.000043015843,0.00015367751,0.0000025122943,0.00083046936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997898,0.00008819898,0.000016472972,0.000024038305,0.0000435842,0.000037976697],"domain_scores_gemma":[0.9981641,0.00067587255,0.0005709351,0.000051370684,0.00016872626,0.0003690515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005748985,0.00021420183,0.0001922044,0.00089942454,0.0004166899,0.0008657987,0.00018691474,0.00025635888,0.0034024105],"category_scores_gemma":[0.0020775166,0.00014991328,0.00035364958,0.00063701486,0.00016736636,0.00058307446,0.00056580047,0.0004407113,0.00027450308],"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":[0.00013890475,0.0004403972,0.97404927,0.00007595254,0.00007786464,0.00008556653,0.0010144487,0.000034237368,0.00048201223,0.00007177093,0.00016380922,0.023365628],"study_design_scores_gemma":[0.0000042014212,0.00023260675,0.9970681,0.000026307685,0.000038985465,0.00010052043,0.0017853256,0.000166549,0.00010776865,0.000037584636,0.00042833472,0.0000037699854],"about_ca_topic_score_codex":0.003019954,"about_ca_topic_score_gemma":0.009304811,"teacher_disagreement_score":0.0034024105,"about_ca_system_score_codex":0.00026657266,"about_ca_system_score_gemma":0.00031666446,"threshold_uncertainty_score":0.011382222},"labels":[],"label_agreement":null},{"id":"W2786736782","doi":"10.1177/2056305117746356","title":"Fans, Friends, Advocates, Ambassadors, and Haters: Social Media Communities and the Communicative Constitution of Organizational Identity","year":2018,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Organizational identity; Social media; Sociology; Identity (music); Conversation; Public relations; Social identity theory; Dialectic; Metaphor; Context (archaeology); Constitution; Social psychology; Psychology; Political science; Epistemology; Social group; Organizational commitment; Communication; Linguistics; Social science","score_opus":0.03987213444482869,"score_gpt":0.30012847910577434,"score_spread":0.26025634466094566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786736782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8269507,0.0013569078,0.00955511,0.014607317,0.00016354848,0.000074179836,0.000026302838,0.000056350178,0.14720953],"genre_scores_gemma":[0.99808574,0.00011335393,0.00047023257,0.00010851126,0.000015062889,0.000012184778,0.0000035989121,0.000006554959,0.0011848648],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99262273,0.0059412695,0.000113345486,0.00029589725,0.000552544,0.00047420134],"domain_scores_gemma":[0.9920906,0.0050862962,0.001066285,0.0004988758,0.000389875,0.00086806365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063479175,0.00031073342,0.00019414113,0.003107996,0.011636322,0.010657949,0.00095202343,0.0018043641,0.003249526],"category_scores_gemma":[0.0099513,0.00037338177,0.00018937746,0.0014385621,0.032308057,0.010773901,0.00727852,0.0013393825,0.00023735042],"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":[0.000052408453,0.000061509854,0.014198434,0.000059545237,0.000010885501,0.0006664341,0.75235504,0.00010904562,0.0005162978,0.20794712,0.001095993,0.02292732],"study_design_scores_gemma":[0.00002023355,0.00005277062,0.008165985,0.00028719538,0.000021574562,0.0003799952,0.8776492,0.00076990767,0.00067228405,0.065756075,0.046190366,0.000034415378],"about_ca_topic_score_codex":0.011533357,"about_ca_topic_score_gemma":0.016744405,"teacher_disagreement_score":0.011636322,"about_ca_system_score_codex":0.00394652,"about_ca_system_score_gemma":0.004840416,"threshold_uncertainty_score":0.033571422},"labels":[],"label_agreement":null},{"id":"W2791112439","doi":"10.1177/2056305118764429","title":"Rerouting the Narrative: Mapping the Online Identity Politics of the Tamil and Palestinian Diaspora","year":2018,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Diaspora; Tamil; Politics; Homeland; Sociology; Framing (construction); Media studies; Narrative; Political science; Gender studies; Law; History","score_opus":0.06434532251682366,"score_gpt":0.33137111578607137,"score_spread":0.2670257932692477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791112439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9695209,0.0007740382,0.0006264306,0.0006988816,0.000037218782,0.00004028749,0.00012368188,0.000008890542,0.028169658],"genre_scores_gemma":[0.99658704,0.0006095183,0.0003618033,0.00013980083,0.000013610578,0.000042732263,0.00006991225,0.000011733555,0.0021638018],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99940836,0.00033991007,0.000016349124,0.00005802595,0.000041365947,0.00013601831],"domain_scores_gemma":[0.9992336,0.0004787854,0.00010621498,0.000049920112,0.000041239182,0.00009028535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015032744,0.00037492515,0.00019340706,0.0025914551,0.004646854,0.0055685462,0.00048646543,0.0005700011,0.0037398841],"category_scores_gemma":[0.002192252,0.00022905746,0.00011314599,0.0026858568,0.0054294015,0.0046648635,0.004528264,0.0009959878,0.00035793535],"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":[0.000072222785,0.00003328183,0.014088484,0.00014794937,0.0000072008793,0.0010881001,0.93856716,0.000063982305,0.0011498779,0.013425819,0.001046821,0.030309208],"study_design_scores_gemma":[0.0000026282125,0.0000152506755,0.0070389267,0.0001609322,0.000004922572,0.00020806224,0.9676192,0.00006521035,0.00037164576,0.0010873757,0.023420738,0.000005190513],"about_ca_topic_score_codex":0.007420305,"about_ca_topic_score_gemma":0.013583549,"teacher_disagreement_score":0.007420305,"about_ca_system_score_codex":0.001995157,"about_ca_system_score_gemma":0.0013189814,"threshold_uncertainty_score":0.014754236},"labels":[],"label_agreement":null},{"id":"W2802341886","doi":"10.1177/2056305118768297","title":"(Re)framing Big Data: Activating Situated Knowledges and a Feminist Ethics of Care in Social Media Research","year":2018,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; University of Alberta","funders":"","keywords":"Situated; Framing (construction); Sociology; Materialism; Big data; Feminist ethics; Feminist epistemology; Epistemology; Feminist philosophy; Social media; Politics; Gender studies; Political science; Law; Computer science","score_opus":0.38443415706036904,"score_gpt":0.5039076535873076,"score_spread":0.11947349652693856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802341886","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":[0.03680111,0.011527307,0.24781808,0.5174897,0.0036589415,0.00045130562,0.00015407568,0.00013819925,0.18196133],"genre_scores_gemma":[0.8875146,0.005021784,0.06205234,0.031245364,0.0018149394,0.0011522961,0.00008250617,0.00022531519,0.0108908145],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.84680986,0.13726667,0.0018393061,0.0044631227,0.0073749623,0.0022461358],"domain_scores_gemma":[0.8453782,0.13027926,0.004677066,0.011810762,0.0049526365,0.0029020077],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.11420376,0.0011861094,0.0012197264,0.0047032894,0.0128050605,0.025737032,0.0031095669,0.009783668,0.0036731197],"category_scores_gemma":[0.0860889,0.0010493161,0.0009684874,0.0031580313,0.16139255,0.034065705,0.022633553,0.013857196,0.0007024338],"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":[0.000011786804,0.000014158753,0.0005188261,0.00017023827,0.000011099447,0.0001448441,0.10719828,0.00014010056,0.00017444728,0.8804255,0.002840735,0.008349866],"study_design_scores_gemma":[0.000012980652,0.000022028167,0.00021697751,0.0006629521,0.000013148929,0.00018404213,0.06266184,0.00042723553,0.00049206737,0.8499897,0.08529423,0.000022870832],"about_ca_topic_score_codex":0.0037242516,"about_ca_topic_score_gemma":0.0038698872,"teacher_disagreement_score":0.98719496,"about_ca_system_score_codex":0.009970796,"about_ca_system_score_gemma":0.012299911,"threshold_uncertainty_score":0.60397446},"labels":[],"label_agreement":null},{"id":"W2802652064","doi":"10.1177/2056305118768296","title":"“The Computer Said So”: On the Ethics, Effectiveness, and Cultural Techniques of Predictive Policing","year":2018,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Agency (philosophy); Corporate governance; Sociology; Predictive analytics; Psychology; Political science; Computer science; Data science; Social science; Management; Economics","score_opus":0.05781774601494604,"score_gpt":0.39267425270312634,"score_spread":0.3348565066881803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802652064","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":[0.091794744,0.016983131,0.11419279,0.48494357,0.0026382823,0.00014563595,0.0000866145,0.00014548005,0.2890697],"genre_scores_gemma":[0.9684277,0.004200105,0.010432961,0.013439497,0.0007444084,0.00016135727,0.000021314632,0.0000962946,0.002476262],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.94328374,0.04910052,0.0007894899,0.0015743073,0.0042556413,0.0009963607],"domain_scores_gemma":[0.84288657,0.13441484,0.0072084963,0.0076225786,0.0064908713,0.0013766018],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.040447343,0.000659515,0.0004655764,0.0027299891,0.0056353454,0.0104578,0.0023158554,0.004760951,0.0032403695],"category_scores_gemma":[0.115982786,0.00043167183,0.00043792452,0.0021661,0.085966,0.013644523,0.0067187585,0.0068318252,0.0006502403],"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":[0.000077187506,0.00004710168,0.0039956667,0.00021082227,0.000040888903,0.00010732153,0.023868855,0.0018666253,0.0001251783,0.91286457,0.006276673,0.05051912],"study_design_scores_gemma":[0.000037085254,0.00007978371,0.0026577355,0.001227523,0.000040744326,0.00019265457,0.027832704,0.0050798105,0.0010660735,0.8879475,0.073752485,0.000085856795],"about_ca_topic_score_codex":0.00536452,"about_ca_topic_score_gemma":0.0039560744,"teacher_disagreement_score":0.9943647,"about_ca_system_score_codex":0.0045076846,"about_ca_system_score_gemma":0.004230933,"threshold_uncertainty_score":0.21390855},"labels":[],"label_agreement":null},{"id":"W2883134502","doi":"10.1177/2056305118786719","title":"Social Media for Social Good or Evil: An Introduction","year":2018,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"University of Illinois at Urbana-Champaign; Canada Research Chairs; Syracuse University","keywords":"Outrage; Skepticism; Social media; Social issues; Sociology; Form of the Good; Public relations; Good and evil; Media studies; Political science; Social psychology; Environmental ethics; Psychology; Epistemology; Law; Politics","score_opus":0.08709726390716978,"score_gpt":0.381164766387663,"score_spread":0.29406750248049324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883134502","genre_codex":"review","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0051094512,0.63224256,0.009711439,0.1820133,0.053580966,0.0002334215,0.00050815794,0.00015606436,0.11644465],"genre_scores_gemma":[0.05442171,0.75318474,0.009196635,0.06750379,0.08112275,0.0005871267,0.0004049237,0.00034263753,0.033235643],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99782985,0.0009791866,0.0001447327,0.00027351003,0.0005839863,0.00018874234],"domain_scores_gemma":[0.9897396,0.008274362,0.00034367983,0.0002455361,0.0009157369,0.00048120058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026697754,0.0014165808,0.0009540407,0.007760521,0.005009559,0.011034282,0.0012234511,0.006477204,0.008643116],"category_scores_gemma":[0.006337714,0.00057024125,0.0006926929,0.006629732,0.009105463,0.020239528,0.005350364,0.009060592,0.0021771083],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055607685,0.00013750794,0.0022641423,0.0038646702,0.00004708008,0.00041325288,0.0239711,0.00037428402,0.0007006965,0.46909246,0.31618598,0.18289325],"study_design_scores_gemma":[0.000005173662,0.000053078635,0.0013224356,0.0047535095,0.000011827709,0.0003241868,0.009401983,0.00016396448,0.00011716973,0.04723346,0.93657976,0.00003340745],"about_ca_topic_score_codex":0.0021108366,"about_ca_topic_score_gemma":0.002666631,"teacher_disagreement_score":0.011034282,"about_ca_system_score_codex":0.0032315305,"about_ca_system_score_gemma":0.0026576498,"threshold_uncertainty_score":0.028914094},"labels":[],"label_agreement":null},{"id":"W2884016810","doi":"10.1177/2056305118784502","title":"Ethics as Methods: Doing Ethics in the Era of Big Data Research—Introduction","year":2018,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Big data; Context (archaeology); Engineering ethics; Sociology; Accountability; Information ethics; Narrative; Data science; Epistemology; Research ethics; Computer science; Political science; Law; Engineering","score_opus":0.5921606391700417,"score_gpt":0.5880610747012417,"score_spread":0.004099564468799999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884016810","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":[0.0014930578,0.1630129,0.06673033,0.5179026,0.16917232,0.00032239791,0.00024823085,0.00054290704,0.0805753],"genre_scores_gemma":[0.05471547,0.1574512,0.0514983,0.28044805,0.37620085,0.0015564861,0.00059511606,0.001982693,0.07555183],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97964156,0.013505288,0.0010050281,0.0014704538,0.0037158036,0.0006619274],"domain_scores_gemma":[0.9523223,0.03887108,0.0014028571,0.001870436,0.0037806593,0.0017527698],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.015198188,0.0012030258,0.0010411746,0.0024850646,0.0041027316,0.015804907,0.0019579942,0.009129592,0.00936303],"category_scores_gemma":[0.031202056,0.000694936,0.0008796192,0.0020615836,0.024820104,0.016965639,0.007264737,0.018656516,0.0033727011],"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":[0.00002518702,0.000040888888,0.00025102336,0.0006754682,0.000014500621,0.00012784378,0.0070541506,0.00025090788,0.0002532657,0.47688487,0.4470779,0.067344084],"study_design_scores_gemma":[0.0000032947207,0.000019224544,0.00015291105,0.0008924183,0.0000024549402,0.00016137553,0.0009909355,0.00022170926,0.00006438781,0.1275847,0.8698853,0.000021248119],"about_ca_topic_score_codex":0.0013422468,"about_ca_topic_score_gemma":0.001072577,"teacher_disagreement_score":0.9958973,"about_ca_system_score_codex":0.0042971675,"about_ca_system_score_gemma":0.004748464,"threshold_uncertainty_score":0.080376625},"labels":[],"label_agreement":null},{"id":"W2884531514","doi":"10.1177/2056305118784770","title":"The Clickwrap: A Political Economic Mechanism for Manufacturing Consent on Social Media","year":2018,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"University of Connecticut","keywords":"Social media; Politics; Dissent; Political dissent; Reputation; Public relations; Function (biology); Internet privacy; Assertion; Business; Political science; Law; Computer science","score_opus":0.07209058831921825,"score_gpt":0.340519423890263,"score_spread":0.2684288355710448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884531514","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":[0.27435195,0.00035654882,0.47959024,0.014902264,0.0008025242,0.0111925425,0.0011556998,0.011925551,0.20572267],"genre_scores_gemma":[0.7421955,0.00021210955,0.21176289,0.0019742541,0.00039313987,0.008211344,0.00034236486,0.0009986506,0.033909917],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9503424,0.036970474,0.0028099378,0.0021687874,0.0059117028,0.0017967616],"domain_scores_gemma":[0.7186577,0.22022809,0.012715164,0.036382806,0.006997887,0.0050183064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06657328,0.00096052117,0.00049001194,0.0042901915,0.004744826,0.0061075543,0.0024291673,0.0027364357,0.030229023],"category_scores_gemma":[0.1274879,0.0010088927,0.0006080412,0.0020915312,0.009817954,0.0152526535,0.010526271,0.0032211381,0.0047516017],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010801906,0.0013115196,0.015440685,0.0016220758,0.000079299214,0.0017016963,0.07715783,0.0016851701,0.023620147,0.38611537,0.056448713,0.43373728],"study_design_scores_gemma":[0.0010583735,0.002531346,0.020736422,0.001532718,0.00017829309,0.0018605252,0.032957885,0.019752214,0.037804525,0.17830634,0.70252067,0.00076080207],"about_ca_topic_score_codex":0.0010210351,"about_ca_topic_score_gemma":0.0014991702,"teacher_disagreement_score":0.06657328,"about_ca_system_score_codex":0.0030543632,"about_ca_system_score_gemma":0.0059576537,"threshold_uncertainty_score":0.35207736},"labels":[],"label_agreement":null},{"id":"W2884728743","doi":"10.1177/2056305118787520","title":"To Serve and to Tweet: An Examination of Police-Related Twitter Activity in Toronto","year":2018,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Dialogical self; Context (archaeology); Argument (complex analysis); Public service; Public relations; Sociology; Work (physics); Media studies; Political science; Criminology; Psychology; Social psychology; History; Engineering","score_opus":0.06207357735678435,"score_gpt":0.39753911776404455,"score_spread":0.3354655404072602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884728743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925194,0.00028834154,0.00008239211,0.00062335964,0.000012918048,0.000042970238,0.000987811,0.000008184707,0.005434738],"genre_scores_gemma":[0.9964887,0.0005814376,0.000117472155,0.00009694555,0.000009332258,0.00003935736,0.00053073216,0.000010594477,0.0021253445],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986395,0.00023655212,0.00009694451,0.00013977155,0.00043539394,0.0004518848],"domain_scores_gemma":[0.9957489,0.0007470238,0.0010134894,0.00013203383,0.0013949043,0.0009636582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008077672,0.00040520605,0.000439298,0.0037922538,0.008581026,0.003904219,0.0011171753,0.0005732953,0.0035219218],"category_scores_gemma":[0.004878775,0.00047292362,0.00034348675,0.010185491,0.002558301,0.0013752661,0.0037918035,0.0008934567,0.00038675487],"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":[0.00011414113,0.00005387091,0.44382942,0.00022800233,0.000050705057,0.0008705297,0.5359855,0.000159081,0.0015721977,0.0012176074,0.0031933626,0.012725551],"study_design_scores_gemma":[0.000002272801,0.000025972013,0.48187256,0.000076930446,0.000018686915,0.00008163829,0.5109799,0.00017306513,0.00017561774,0.000039564842,0.0065222722,0.000031545645],"about_ca_topic_score_codex":0.98361707,"about_ca_topic_score_gemma":0.99378043,"teacher_disagreement_score":0.039124783,"about_ca_system_score_codex":0.039124783,"about_ca_system_score_gemma":0.02860545,"threshold_uncertainty_score":0.28387153},"labels":[],"label_agreement":null},{"id":"W2891750680","doi":"10.1177/2056305118795879","title":"Regional Television and Collective Ethnic Identity: Investigating the SNS Outlets of Arab TV Shows","year":2018,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Ethnic group; Identity (music); Arabic; Social identity theory; National identity; Social media; Collective identity; Political science; Media studies; Sociology; Advertising; Gender studies; Social group; Social science; Law; Linguistics; Business; Politics","score_opus":0.10346122178110244,"score_gpt":0.370928839683848,"score_spread":0.26746761790274554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891750680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9874027,0.00010969146,0.00011153408,0.00014261699,0.000011149894,0.000006501455,0.00002566762,0.0000015704754,0.012188457],"genre_scores_gemma":[0.9986926,0.0001349128,0.00008245033,0.000038244725,0.000020960339,0.000009788115,0.000024088095,0.0000035634457,0.000993401],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99898094,0.00064854417,0.000029123667,0.00008320744,0.00012101093,0.00013706491],"domain_scores_gemma":[0.9978848,0.0010592251,0.0004996358,0.0001191606,0.00022211723,0.00021512025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013449205,0.0002473635,0.0002551538,0.0015814384,0.0029208101,0.0043062256,0.00036277334,0.0006187328,0.0050573414],"category_scores_gemma":[0.0034053011,0.00017458427,0.00019113912,0.001363839,0.0021027434,0.002274257,0.0024029696,0.0007062585,0.0005983747],"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":[0.00018154671,0.00026324735,0.2265247,0.000240729,0.00006944747,0.0010862412,0.7371695,0.00007563072,0.004367876,0.007004545,0.0007253168,0.022291178],"study_design_scores_gemma":[0.0000028177287,0.000067131674,0.13537781,0.0000759554,0.00001894504,0.00027674146,0.8588174,0.00014223382,0.00036896975,0.0003406095,0.0045020184,0.0000092764285],"about_ca_topic_score_codex":0.0034573625,"about_ca_topic_score_gemma":0.006986645,"teacher_disagreement_score":0.0050573414,"about_ca_system_score_codex":0.00056690513,"about_ca_system_score_gemma":0.000409108,"threshold_uncertainty_score":0.01691848},"labels":[],"label_agreement":null},{"id":"W2913772531","doi":"10.1177/2056305118819188","title":"Discoverability: Toward a Definition of Content Discovery Through Platforms","year":2019,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Discoverability; Computer science; World Wide Web; Process (computing); Digital content; Content (measure theory); Data science","score_opus":0.09482136710102108,"score_gpt":0.2936851779977572,"score_spread":0.1988638108967361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913772531","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":[0.030234365,0.0054093082,0.63613474,0.031564936,0.0007375305,0.0007027103,0.0003374504,0.00045703386,0.2944218],"genre_scores_gemma":[0.71258277,0.0054599773,0.25150403,0.0025768585,0.0013390104,0.0021738491,0.00030260612,0.0004272186,0.023633681],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98546475,0.0072361887,0.0009515383,0.0017810259,0.003479194,0.0010873103],"domain_scores_gemma":[0.98261964,0.009407165,0.0018497831,0.0032357418,0.0017514564,0.0011362069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010441897,0.0013920936,0.0010066187,0.010204049,0.008667173,0.029770074,0.0036270686,0.007633915,0.0046122223],"category_scores_gemma":[0.018684944,0.0012878648,0.0020075173,0.006739379,0.04919175,0.059340913,0.013769537,0.007764951,0.001027157],"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":[0.000003669207,0.0000067538163,0.00012066147,0.000026489255,0.0000027879826,0.000046441834,0.0023420837,0.00015374753,0.0000835627,0.99505925,0.0002174692,0.0019370697],"study_design_scores_gemma":[0.000010904653,0.000019273179,0.00021540426,0.00014715163,0.000013094397,0.00021904003,0.0036608966,0.0028256036,0.0003177284,0.93920004,0.053343702,0.000027248832],"about_ca_topic_score_codex":0.0028204569,"about_ca_topic_score_gemma":0.0012866834,"teacher_disagreement_score":0.029770074,"about_ca_system_score_codex":0.0068468414,"about_ca_system_score_gemma":0.006123855,"threshold_uncertainty_score":0.05522269},"labels":[],"label_agreement":null},{"id":"W2921146235","doi":"10.1177/2056305119829843","title":"Undisciplined Performativity: A Sociological Approach to Anonymity","year":2019,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Performative utterance; Performativity; Anonymity; Identity (music); Sociology; Social media; Internet privacy; Aesthetics; Computer science; World Wide Web; Gender studies; Computer security; Art","score_opus":0.052985544432090435,"score_gpt":0.31692505797614173,"score_spread":0.2639395135440513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921146235","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":[0.21144684,0.0035584169,0.27304396,0.032973126,0.0006377393,0.0003414634,0.00010699233,0.000121176,0.47777027],"genre_scores_gemma":[0.98788273,0.00050143176,0.0073994948,0.0006564113,0.00012725969,0.00017907562,0.000016117421,0.00002439879,0.0032129942],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9791235,0.01617,0.00053658715,0.0012837823,0.0018714771,0.0010147083],"domain_scores_gemma":[0.98235196,0.011919809,0.0019426753,0.0020509192,0.0010879281,0.000646757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0132150045,0.00069273874,0.0005222537,0.004200726,0.014419349,0.011247153,0.0019695237,0.0026558859,0.0020022925],"category_scores_gemma":[0.015219013,0.0004227351,0.00066687353,0.0020036995,0.1315619,0.01438414,0.012977464,0.0046725306,0.0002158039],"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":[0.000007819764,0.000012285168,0.00063050084,0.000027915738,0.0000038958256,0.00008391651,0.078259155,0.00013665778,0.00013775074,0.9185426,0.0001801165,0.001977476],"study_design_scores_gemma":[0.000015755593,0.000055099612,0.0011880227,0.00019457721,0.000012640188,0.00045076132,0.075302884,0.0011390777,0.00052870135,0.8772961,0.043771632,0.00004472272],"about_ca_topic_score_codex":0.0029854083,"about_ca_topic_score_gemma":0.0023356704,"teacher_disagreement_score":0.014419349,"about_ca_system_score_codex":0.006775711,"about_ca_system_score_gemma":0.005306003,"threshold_uncertainty_score":0.06988847},"labels":[],"label_agreement":null},{"id":"W2929883578","doi":"10.1177/2056305119834585","title":"The Relationship Between Social Media Data and Crime Rates in the United States","year":2019,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"National Institute of Allergy and Infectious Diseases; National Human Genome Research Institute; National Institute of Mental Health; National Institutes of Health","keywords":"Social media; Law enforcement; Psychological intervention; Public health; Internet privacy; Enforcement; Criminology; Political science; Data science; Public relations; Business; Computer science; Medicine; Psychology; Law","score_opus":0.09434797182276677,"score_gpt":0.35278961435088285,"score_spread":0.2584416425281161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2929883578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883206,0.00039644606,0.00032981453,0.0018407528,0.000051054012,0.00002673594,0.00562884,0.000023521503,0.0033823126],"genre_scores_gemma":[0.99699855,0.00033159956,0.00035834394,0.00013404261,0.000046904905,0.000028368908,0.001770269,0.00000583846,0.00032604413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988954,0.00048186205,0.00017024935,0.00014136879,0.00022083419,0.00009019801],"domain_scores_gemma":[0.9880211,0.004344076,0.0049618925,0.00048624672,0.0015834754,0.00060329644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010535567,0.00015283056,0.00017948226,0.0025802942,0.00044816665,0.0012080208,0.00028412463,0.00025352667,0.0012138012],"category_scores_gemma":[0.010503092,0.00018629112,0.00019394465,0.0028644674,0.00028326397,0.00079283974,0.00080414605,0.0006441956,0.00023188046],"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":[0.000031504893,0.00003966759,0.9917774,0.000023715733,0.0000682281,0.000032221848,0.00026839986,0.00015081835,0.00007245604,0.00013985473,0.0015625651,0.0058332696],"study_design_scores_gemma":[0.000002520545,0.000026406613,0.995165,0.00004210776,0.000033036802,0.00010471704,0.0011248109,0.00148597,0.00016546385,0.0001325641,0.0017074605,0.0000100336265],"about_ca_topic_score_codex":0.028384522,"about_ca_topic_score_gemma":0.047467034,"teacher_disagreement_score":0.028384522,"about_ca_system_score_codex":0.00055154314,"about_ca_system_score_gemma":0.0003908197,"threshold_uncertainty_score":0.056438565},"labels":[],"label_agreement":null},{"id":"W2932595524","doi":"10.1177/2056305119832588","title":"Free Speech and Safe Spaces: How Moderation Policies Shape Online Discussion Spaces","year":2019,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Moderation; Space (punctuation); Censorship; Affect (linguistics); Quarter (Canadian coin); Social psychology; Psychology; Democracy; Internet privacy; Sociology; Linguistics; Politics; Political science; Law; History; Computer science; Communication","score_opus":0.03218470467036584,"score_gpt":0.30905928750057043,"score_spread":0.2768745828302046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2932595524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879435,0.0003653294,0.003918392,0.0007269137,0.000046606958,0.00008799235,0.00011971946,0.000045916906,0.006745581],"genre_scores_gemma":[0.9988418,0.000045618573,0.0006031333,0.000050637707,0.000023430732,0.000061028964,0.0000329768,0.000017644512,0.000323767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.96903706,0.024085417,0.0014638378,0.0019407575,0.0022564596,0.0012165213],"domain_scores_gemma":[0.7992131,0.15779652,0.025129976,0.0084261345,0.005638723,0.003795485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.027816435,0.0002574226,0.00043403945,0.002157931,0.0024893153,0.0045247255,0.00058397214,0.00074879715,0.002579779],"category_scores_gemma":[0.1206174,0.00028541833,0.00036652925,0.0014648052,0.002828281,0.0048093484,0.0031240894,0.0009390966,0.00045654151],"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":[0.0018073536,0.00038691546,0.66888976,0.00055687537,0.0003104294,0.00025929793,0.21686156,0.0011415688,0.009338123,0.01311753,0.0017851138,0.08554545],"study_design_scores_gemma":[0.000118303,0.0006472114,0.82534105,0.00027653406,0.00017825527,0.00021063801,0.12579736,0.004476703,0.0060931854,0.012646402,0.0240693,0.0001450834],"about_ca_topic_score_codex":0.0010450125,"about_ca_topic_score_gemma":0.0018710473,"teacher_disagreement_score":0.027816435,"about_ca_system_score_codex":0.0014859332,"about_ca_system_score_gemma":0.001073289,"threshold_uncertainty_score":0.14710909},"labels":[],"label_agreement":null},{"id":"W2965285822","doi":"10.1177/2056305119865473","title":"Networked Influence: An Introduction","year":2019,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Influencer marketing; Social media; Dissemination; Public relations; Public opinion; Internet privacy; Thematic analysis; Focus (optics); Key (lock); Political science; Sociology; Computer science; World Wide Web; Qualitative research; Social science; Business","score_opus":0.017607619632443474,"score_gpt":0.3039096231982402,"score_spread":0.28630200356579677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965285822","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":[0.0048154993,0.30033174,0.03618248,0.08187833,0.016164543,0.0003031832,0.000639999,0.0002794147,0.5594048],"genre_scores_gemma":[0.21955629,0.50363487,0.030146316,0.03943965,0.050522678,0.00140666,0.0010210546,0.00067915325,0.15359333],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974999,0.0010734743,0.00014361666,0.0004264734,0.00064919714,0.00020721804],"domain_scores_gemma":[0.99558854,0.0031275516,0.00018871085,0.00024585653,0.0005111849,0.00033819122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019633332,0.001179898,0.0009393292,0.005032464,0.0050745863,0.011843117,0.0016923106,0.004757143,0.020908253],"category_scores_gemma":[0.0050468817,0.00058772025,0.0007419442,0.0047574956,0.01133644,0.014498768,0.005188711,0.006030086,0.003625826],"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":[0.000012789263,0.000035612633,0.00105089,0.0006663632,0.0000114077375,0.00020147687,0.0067744846,0.0004316959,0.00013441991,0.86493886,0.06378215,0.061959837],"study_design_scores_gemma":[0.0000025294976,0.00001834999,0.00064184086,0.0011374595,0.0000047555945,0.00032629754,0.0025878698,0.0002929619,0.00003963874,0.18724884,0.8076809,0.000018532171],"about_ca_topic_score_codex":0.005064535,"about_ca_topic_score_gemma":0.00495137,"teacher_disagreement_score":0.020908253,"about_ca_system_score_codex":0.004534026,"about_ca_system_score_gemma":0.0030002953,"threshold_uncertainty_score":0.0699451},"labels":[],"label_agreement":null},{"id":"W2967642627","doi":"10.1177/2056305119867442","title":"“Oh, She’s a Tumblr Feminist”: Exploring the Platform Vernacular of Girls’ Social Media Feminisms","year":2019,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Arts and Humanities Research Council; Cardiff University","keywords":"Affordance; Social media; Vernacular; Sociology; Feminism; Politics; Ethnography; Gender studies; Media studies; Political science; Psychology","score_opus":0.0886948924622255,"score_gpt":0.3090194973371825,"score_spread":0.22032460487495698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967642627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9185586,0.0008919337,0.0026480975,0.005961894,0.00013092303,0.00006425898,0.00014889496,0.000027025715,0.07156832],"genre_scores_gemma":[0.9942233,0.000338797,0.0005648472,0.00051702757,0.000022684848,0.00004250413,0.000034909433,0.000039692743,0.0042164214],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9971445,0.0018735001,0.000037676415,0.0002792033,0.00028549667,0.000379505],"domain_scores_gemma":[0.9974842,0.0016661899,0.00027527657,0.00009597267,0.00017440201,0.00030394184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033383856,0.00043447828,0.00029528464,0.0011871567,0.008310165,0.008039642,0.00081215566,0.0010410656,0.0038278094],"category_scores_gemma":[0.003903566,0.00035294666,0.00026042046,0.0007670296,0.014800732,0.00518368,0.0041773613,0.0020716665,0.00044403528],"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":[0.000026502179,0.00001240793,0.0074966257,0.00003966057,0.000003998144,0.00042525746,0.96742857,0.000017703149,0.0008983104,0.01686075,0.0008109206,0.0059792767],"study_design_scores_gemma":[0.000004499184,0.000023169965,0.0054918546,0.00013727718,0.0000062530544,0.0002322657,0.9496825,0.00006159231,0.00052906346,0.0019966369,0.041822772,0.0000121360545],"about_ca_topic_score_codex":0.028707908,"about_ca_topic_score_gemma":0.059250116,"teacher_disagreement_score":0.028707908,"about_ca_system_score_codex":0.0036461721,"about_ca_system_score_gemma":0.00256452,"threshold_uncertainty_score":0.05708164},"labels":[],"label_agreement":null},{"id":"W2977120344","doi":"10.1177/2056305119847525","title":"Machine Learning in Context, or Learning from LANDR: Artificial Intelligence and the Platformization of Music Mastering","year":2019,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University; McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Artificial intelligence; Context (archaeology); Computer science; Reciprocal; Machine learning; History","score_opus":0.10172973783870067,"score_gpt":0.28110830373859025,"score_spread":0.1793785658998896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977120344","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":[0.11576806,0.026019242,0.21367854,0.10391698,0.0012062872,0.00008625037,0.00038979723,0.00063452,0.5383003],"genre_scores_gemma":[0.95012695,0.0044534435,0.026507147,0.0024234876,0.00042856924,0.00005883565,0.000120187484,0.00011755212,0.015763907],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99876815,0.0006619638,0.00003280121,0.00025922453,0.00017911082,0.00009877412],"domain_scores_gemma":[0.99836344,0.00095674885,0.00017926838,0.00025326258,0.000121675825,0.00012562565],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014223814,0.00049671397,0.00030504516,0.0018345306,0.0018756838,0.007164386,0.00085102976,0.0013555359,0.0035761576],"category_scores_gemma":[0.004061094,0.00020544209,0.00037602228,0.0016752899,0.019729204,0.009104112,0.0026506998,0.0021347913,0.00048812717],"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":[0.000028838473,0.00002983682,0.0042223744,0.00012438506,0.00002280667,0.00024027556,0.0120439725,0.0016251006,0.0004427017,0.9185377,0.004079227,0.058602855],"study_design_scores_gemma":[0.000007016762,0.000018914514,0.004452338,0.00024014451,0.000014019753,0.00016247254,0.009506885,0.005725763,0.0004080518,0.88281584,0.0966167,0.000031784],"about_ca_topic_score_codex":0.013794677,"about_ca_topic_score_gemma":0.020493781,"teacher_disagreement_score":0.9981243,"about_ca_system_score_codex":0.0033842027,"about_ca_system_score_gemma":0.002255218,"threshold_uncertainty_score":0.027428806},"labels":[],"label_agreement":null},{"id":"W2983291947","doi":"10.1177/2056305119879672","title":"Platform Practices in the Cultural Industries: Creativity, Labor, and Citizenship","year":2019,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":238,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Toronto Scarborough; Social Sciences and Humanities Research Council of Canada; University of Toronto","keywords":"Citizenship; Creativity; Autonomy; Scope (computer science); Agency (philosophy); Sociology; Corporate governance; The Internet; Economic geography; Political science; Social science; Management; Economics; Law; Computer science; Politics","score_opus":0.06739959594581865,"score_gpt":0.32251948238130757,"score_spread":0.2551198864354889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983291947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62595063,0.01765094,0.012477063,0.024478814,0.0006342584,0.000113606235,0.00007746564,0.00007394254,0.3185433],"genre_scores_gemma":[0.9911556,0.0035562608,0.0012364378,0.00039858327,0.00014669242,0.000044799497,0.000014655796,0.000016411286,0.0034304317],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9976987,0.0013027933,0.00009841904,0.00019431241,0.0004169731,0.00028873465],"domain_scores_gemma":[0.9964102,0.002443492,0.0003238955,0.00033934443,0.00018676667,0.0002963393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026950906,0.00035459132,0.00022510791,0.002697455,0.0055560423,0.011389225,0.0007629192,0.0018321369,0.0026828516],"category_scores_gemma":[0.0042323894,0.00016359476,0.0002746405,0.004102736,0.020902105,0.00870449,0.005444837,0.0016825397,0.0002321678],"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":[0.0000667833,0.00006124945,0.0081026815,0.0004130604,0.000015299123,0.0006859387,0.36981362,0.00032562827,0.0010121183,0.5115476,0.003008376,0.10494766],"study_design_scores_gemma":[0.000019315297,0.00012428607,0.01841947,0.0017992919,0.00002573113,0.00079237326,0.4610517,0.0013189594,0.0022990394,0.262379,0.25170615,0.000064740634],"about_ca_topic_score_codex":0.002159216,"about_ca_topic_score_gemma":0.002456912,"teacher_disagreement_score":0.011389225,"about_ca_system_score_codex":0.0036745477,"about_ca_system_score_gemma":0.003128753,"threshold_uncertainty_score":0.02666086},"labels":[],"label_agreement":null},{"id":"W2990146786","doi":"10.1177/2056305119879671","title":"Weapons of the Chic: <i>Instagram</i> Influencer Engagement Pods as Practices of Resistance to <i>Instagram</i> Platform Labor","year":2019,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":154,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Grassroots; Resistance (ecology); Invisibility; Phenomenon; Hacker; Production (economics); Precarity; Peer production; Sociology; Public relations; Political science; Law; Computer science; Economics; Computer security; Gender studies","score_opus":0.023386376319875484,"score_gpt":0.30012381426564505,"score_spread":0.27673743794576955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990146786","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":[0.42318565,0.0012014664,0.027942881,0.01919844,0.00061460194,0.00009194738,0.000084362786,0.0004907577,0.52718985],"genre_scores_gemma":[0.97608507,0.00029085955,0.0017204401,0.0014180074,0.00010337569,0.00006483946,0.000025287152,0.00015578348,0.020136401],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.996393,0.002229389,0.00005727639,0.0004334825,0.000467736,0.00041907022],"domain_scores_gemma":[0.9955071,0.002493531,0.0006160631,0.00066583336,0.00023165441,0.00048580635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030317022,0.00046767606,0.00026210834,0.0015269825,0.008307442,0.011206728,0.0012349343,0.002162611,0.008570732],"category_scores_gemma":[0.0071439114,0.00030618793,0.0003323111,0.0011963989,0.028298574,0.008082231,0.009848671,0.003855814,0.0011911222],"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":[0.000056962766,0.000062474195,0.0051635993,0.00011368313,0.000018441606,0.0010271771,0.65553004,0.00015325115,0.0025258367,0.2966386,0.010054397,0.028655533],"study_design_scores_gemma":[0.000019032019,0.000102371596,0.0070339376,0.00026890662,0.000027784086,0.001318215,0.47855762,0.0011062407,0.0022489321,0.048423234,0.46081954,0.0000741838],"about_ca_topic_score_codex":0.0034879579,"about_ca_topic_score_gemma":0.004469517,"teacher_disagreement_score":0.011206728,"about_ca_system_score_codex":0.0026320193,"about_ca_system_score_gemma":0.0012956131,"threshold_uncertainty_score":0.02867198},"labels":[],"label_agreement":null},{"id":"W2990357181","doi":"10.1177/2056305119881694","title":"“And Today’s Top Donator is”: How Live Streamers on <i>Twitch.tv</i> Monetize and Gamify Their Broadcasts","year":2019,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Digital Games and Media","field":"Social Sciences","cited_by":126,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Monetization; Advertising; Affordance; Business; Computer science; Economics","score_opus":0.014384508175230348,"score_gpt":0.24735641052873036,"score_spread":0.23297190235350002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990357181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7698684,0.00051085214,0.0062247454,0.0088757565,0.00015609716,0.000044007313,0.000092594375,0.00011675304,0.21411075],"genre_scores_gemma":[0.97993785,0.0002908581,0.0013608986,0.0009158014,0.000029997203,0.000019683304,0.000050115752,0.00009181604,0.017302893],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985922,0.0008429763,0.00002061804,0.0001803109,0.0001510222,0.00021287067],"domain_scores_gemma":[0.9986737,0.0005457434,0.00021603607,0.00009303929,0.00012684008,0.0003447479],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016933292,0.00026467934,0.00017592363,0.0007935835,0.0045590946,0.0074247033,0.00074729696,0.0009866862,0.0090061305],"category_scores_gemma":[0.0053599016,0.00023789644,0.00019149612,0.00074628176,0.006670195,0.0071034133,0.0027001065,0.0015280071,0.0011317418],"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":[0.00013315969,0.00014290895,0.05260484,0.00014433217,0.000041451556,0.001036939,0.69669,0.00040297103,0.0027852466,0.14977066,0.019741915,0.076505475],"study_design_scores_gemma":[0.000018607028,0.00008878153,0.028394857,0.00021115282,0.00003623948,0.00046693895,0.71147466,0.0018314911,0.0009844333,0.030257009,0.22617576,0.000059977905],"about_ca_topic_score_codex":0.012713194,"about_ca_topic_score_gemma":0.026677612,"teacher_disagreement_score":0.012713194,"about_ca_system_score_codex":0.0019736588,"about_ca_system_score_gemma":0.0011060686,"threshold_uncertainty_score":0.030128539},"labels":[],"label_agreement":null},{"id":"W2991626940","doi":"10.1177/2056305119880006","title":"“First Week Is Editorial, Second Week Is Algorithmic”: Platform Gatekeepers and the Platformization of Music Curation","year":2019,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":178,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto","keywords":"Gatekeeping; Computer science; Crowdsourcing; Data curation; Power (physics); Intermediary; Set (abstract data type); World Wide Web; Data science; Sociology; Business; Advertising","score_opus":0.024636460202914497,"score_gpt":0.19882695865174504,"score_spread":0.17419049844883056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991626940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5081832,0.0023724106,0.073042676,0.038568664,0.00279014,0.0003446607,0.00017223078,0.0011572737,0.37336877],"genre_scores_gemma":[0.98207563,0.00024685723,0.0034181958,0.0018503817,0.0006026318,0.00009568322,0.000034494347,0.00033134018,0.0113447],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96775925,0.018779753,0.001119881,0.004002532,0.0058456534,0.0024928744],"domain_scores_gemma":[0.8720088,0.08702898,0.01416199,0.011068636,0.0074063926,0.008325201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025660465,0.00056480657,0.00039014613,0.0036191775,0.015011779,0.021954777,0.001729258,0.0026215045,0.0069302977],"category_scores_gemma":[0.08014819,0.0008054575,0.0004644182,0.002731798,0.028999744,0.015784813,0.008354309,0.0038302469,0.0014443961],"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":[0.00028018173,0.00013136852,0.014633882,0.00036949266,0.000058388403,0.0019009961,0.55593497,0.00047320416,0.0045426884,0.3314859,0.019177048,0.071011975],"study_design_scores_gemma":[0.00012349535,0.00023359369,0.017364226,0.00063556957,0.00007161862,0.0014291726,0.2468708,0.0022327087,0.0047365036,0.16344942,0.5626222,0.00023062159],"about_ca_topic_score_codex":0.002707734,"about_ca_topic_score_gemma":0.0030405673,"teacher_disagreement_score":0.025660465,"about_ca_system_score_codex":0.0056660655,"about_ca_system_score_gemma":0.008154247,"threshold_uncertainty_score":0.13570714},"labels":[],"label_agreement":null},{"id":"W2993426151","doi":"10.1177/2056305119898779","title":"The Beguiling: Glamour in/as Platformed Cultural Production","year":2020,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Feminism; Transformative learning; Aesthetics; Ambivalence; Sociology; Popular culture; Production (economics); Power (physics); The Imaginary; Order (exchange); Politics; Simplicity; Epistemology; Psychology; Social psychology; Media studies; Art; Political science; Gender studies; Philosophy; Law; Economics; Psychoanalysis","score_opus":0.0790795360726029,"score_gpt":0.330402890731721,"score_spread":0.25132335465911815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993426151","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":[0.16557218,0.0018456292,0.04153034,0.016798276,0.0008842872,0.00007321688,0.000063723775,0.00036719983,0.77286524],"genre_scores_gemma":[0.9597871,0.0004345734,0.004236627,0.0010788448,0.00021192041,0.000045095985,0.000022869057,0.00024279147,0.033940233],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9975764,0.0014735406,0.00003506233,0.00022873432,0.00044697605,0.00023916509],"domain_scores_gemma":[0.9984464,0.000732027,0.00014603343,0.000370705,0.0001233921,0.00018147689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031080598,0.00065892946,0.00026679412,0.0019632482,0.0052646445,0.011814273,0.00086330506,0.0018325363,0.0068695536],"category_scores_gemma":[0.004381941,0.00024437023,0.00034667473,0.0012777129,0.032300625,0.00902033,0.009971131,0.0023235846,0.0008611722],"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":[0.0000458089,0.000014592825,0.0008030495,0.00006898854,0.000005516749,0.0003529356,0.11839168,0.00010306591,0.0010799345,0.852794,0.003634654,0.022705683],"study_design_scores_gemma":[0.000017891547,0.0000888122,0.0017362842,0.00035903623,0.000019332574,0.0012763157,0.118150115,0.0008158331,0.001561051,0.3746068,0.50132173,0.00004669606],"about_ca_topic_score_codex":0.0012927596,"about_ca_topic_score_gemma":0.0021605047,"teacher_disagreement_score":0.011814273,"about_ca_system_score_codex":0.0017968469,"about_ca_system_score_gemma":0.0009957909,"threshold_uncertainty_score":0.022980928},"labels":[],"label_agreement":null},{"id":"W2997115700","doi":"10.1177/2056305119894000","title":"“There’s something compelling about real life”: Technologies of security and acceleration on Chaturbate","year":2019,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Exploit; Performing arts; Computer science; Value (mathematics); Perception; Human–computer interaction; Quality (philosophy); Articulation (sociology); Computer security; Psychology; Visual arts; Politics; Epistemology; Law; Art; Political science","score_opus":0.04670662313403995,"score_gpt":0.3390272249824843,"score_spread":0.29232060184844433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997115700","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":[0.46973795,0.0033152984,0.008143157,0.013944589,0.00057251396,0.00006760126,0.00006799411,0.00017775688,0.5039732],"genre_scores_gemma":[0.96999377,0.0010832424,0.001250636,0.0011550623,0.00017640443,0.000030985237,0.000021162485,0.00006781994,0.02622073],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99887687,0.0007395228,0.000012916608,0.000083540406,0.00016706975,0.00012013951],"domain_scores_gemma":[0.99840134,0.0010586395,0.00012990955,0.00009493579,0.0001096596,0.00020552061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015082369,0.0004045519,0.00012741718,0.0010396591,0.005484362,0.0063269846,0.00048194546,0.0011405037,0.00858663],"category_scores_gemma":[0.0034772838,0.00023073299,0.00023117097,0.0004518681,0.010087677,0.0061469735,0.0037511506,0.0016733428,0.0009848704],"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":[0.00023542657,0.000157314,0.011302986,0.00034767753,0.000034494475,0.0013659279,0.58347636,0.0001767626,0.0072095925,0.28347594,0.017715527,0.09450205],"study_design_scores_gemma":[0.000045024684,0.00040832194,0.035350032,0.0008400307,0.00009037574,0.002447957,0.41162783,0.0010910137,0.0067481026,0.039536096,0.50169986,0.00011528529],"about_ca_topic_score_codex":0.0029305622,"about_ca_topic_score_gemma":0.0047895247,"teacher_disagreement_score":0.00858663,"about_ca_system_score_codex":0.0014512077,"about_ca_system_score_gemma":0.00059290574,"threshold_uncertainty_score":0.028725088},"labels":[],"label_agreement":null},{"id":"W2998535239","doi":"10.1177/2056305119894002","title":"“Running the Numbers”: Modes of Microcelebrity Labor in Queer Women’s Self-Representation on Instagram and Vine","year":2019,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Queer; Commodification; Influencer marketing; Emotional labor; Lesbian; Sociology; Gender studies; Social psychology; Psychology; Business; Marketing; Economics","score_opus":0.018507702288550268,"score_gpt":0.29430470409621223,"score_spread":0.275797001807662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998535239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97050494,0.00026844224,0.0011624164,0.0016616257,0.00003405584,0.00003366973,0.000081320024,0.000026184482,0.026227469],"genre_scores_gemma":[0.99121463,0.00021990991,0.00035405217,0.00018267301,0.000014811006,0.000024127157,0.000027240543,0.000022179018,0.007940371],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99905294,0.00055018906,0.000018775369,0.00008875511,0.00008746613,0.00020181728],"domain_scores_gemma":[0.9985141,0.00094263494,0.00018988605,0.00010006549,0.00007343422,0.00017982852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001549005,0.00032450762,0.00018363883,0.0011804646,0.00811778,0.0052061765,0.0006102645,0.0006651116,0.0069820946],"category_scores_gemma":[0.002848364,0.0002698347,0.00017561743,0.0008789029,0.010884632,0.003378969,0.0037525906,0.0011462938,0.00031735748],"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":[0.000030348478,0.000011369679,0.00432577,0.000021711967,0.0000023024697,0.00044347913,0.9782551,0.000018589553,0.00070509326,0.008634445,0.0006698407,0.006881925],"study_design_scores_gemma":[0.0000021265405,0.000012577384,0.004324357,0.00004318554,0.0000025421812,0.0001696191,0.98061544,0.00005064956,0.00024995435,0.0007289841,0.013790462,0.000010181514],"about_ca_topic_score_codex":0.034194022,"about_ca_topic_score_gemma":0.08357168,"teacher_disagreement_score":0.034194022,"about_ca_system_score_codex":0.0026605546,"about_ca_system_score_gemma":0.0017540749,"threshold_uncertainty_score":0.067990005},"labels":[],"label_agreement":null},{"id":"W3016814187","doi":"10.1177/2056305120909474","title":"Searching for Oneself on YouTube: Teenage Peer Socialization and Social Recognition Processes","year":2020,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Closeness; Socialization; Identity (music); Dialogical self; Psychology; Social psychology; Sociology; Value (mathematics); Aesthetics; Computer science; Art","score_opus":0.1333944322856543,"score_gpt":0.3609852205767292,"score_spread":0.2275907882910749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016814187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810595,0.0004910108,0.00074993336,0.00079644896,0.000030808344,0.00005192256,0.000034692042,0.000013626499,0.016772129],"genre_scores_gemma":[0.99832565,0.00031230433,0.00027785506,0.00005576728,0.000010758425,0.000033000964,0.0000310389,0.000008275047,0.0009453136],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9972978,0.0016795343,0.00009515527,0.00023592496,0.00041792484,0.00027371795],"domain_scores_gemma":[0.995262,0.002446598,0.0008254226,0.00014547998,0.00053745497,0.00078301626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027096316,0.00031078674,0.00029050463,0.0016721587,0.0037854144,0.004600665,0.0005976004,0.0007520926,0.0028053469],"category_scores_gemma":[0.011609146,0.00023429125,0.00018724296,0.0008749098,0.0031610844,0.004518368,0.003997046,0.0010799397,0.00024322567],"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":[0.000030310177,0.000089081805,0.065839835,0.000067776076,0.000018976145,0.0007990887,0.9051159,0.000029161523,0.0010505916,0.0053068963,0.00095748587,0.020694837],"study_design_scores_gemma":[0.000005392235,0.00007206602,0.07361052,0.000100988145,0.00001639954,0.00048827578,0.9120206,0.00028073246,0.00041869804,0.0013869288,0.011573347,0.000026075133],"about_ca_topic_score_codex":0.012506995,"about_ca_topic_score_gemma":0.016150206,"teacher_disagreement_score":0.012506995,"about_ca_system_score_codex":0.0012698373,"about_ca_system_score_gemma":0.001309095,"threshold_uncertainty_score":0.02486837},"labels":[],"label_agreement":null},{"id":"W3017781087","doi":"10.1177/2056305120913993","title":"Who to Trust on Social Media: How Opinion Leaders and Seekers Avoid Disinformation and Echo Chambers","year":2020,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Google","keywords":"Disinformation; Seekers; Social media; Politics; Trustworthiness; Internet privacy; Opinion leadership; Public relations; Echo (communications protocol); Psychology; The Internet; Political science; Social psychology; Computer science; Computer security; World Wide Web; Law","score_opus":0.07878734543173846,"score_gpt":0.3155828980005329,"score_spread":0.23679555256879445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017781087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902884,0.00032684355,0.0004691551,0.0018362253,0.000021471702,0.000013609575,0.000014234978,0.000007704187,0.0070222556],"genre_scores_gemma":[0.9991233,0.00012694413,0.0000811001,0.00016737572,0.000009492198,0.0000036495444,0.000008469841,0.0000025635763,0.00047712677],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979367,0.001158672,0.00007352023,0.00013946035,0.0003335426,0.0003581095],"domain_scores_gemma":[0.9846251,0.007130838,0.0046137837,0.00048602285,0.0013671981,0.001776974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030067104,0.00017388668,0.00023194945,0.00096390134,0.0016949495,0.0035039247,0.00032053012,0.0011754597,0.0033755472],"category_scores_gemma":[0.022198178,0.00023679709,0.00023354987,0.0004626155,0.0017687263,0.003093113,0.0011383818,0.0011071269,0.00048483105],"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":[0.00024532998,0.00042726207,0.71142,0.00016326424,0.00013820925,0.0010002282,0.18756588,0.00020749486,0.0023148993,0.00461489,0.0035539647,0.088348664],"study_design_scores_gemma":[0.00005610581,0.0004317822,0.6560036,0.00025509403,0.00015126784,0.001292927,0.31514582,0.0026147373,0.0008984698,0.006446442,0.016611896,0.000091814676],"about_ca_topic_score_codex":0.0066642165,"about_ca_topic_score_gemma":0.0060626343,"teacher_disagreement_score":0.0066642165,"about_ca_system_score_codex":0.00070045574,"about_ca_system_score_gemma":0.00072154426,"threshold_uncertainty_score":0.015901208},"labels":[],"label_agreement":null},{"id":"W3018045673","doi":"10.1177/2056305120915618","title":"Cybervetting and the Public Life of Social Media Data","year":2020,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Toronto Metropolitan University","funders":"Canada Research Chairs; Ryerson University","keywords":"Social media; Context (archaeology); Set (abstract data type); Internet privacy; Public relations; Survey data collection; Private information retrieval; Information privacy; Social psychology; Psychology; Sociology; Political science; Computer science; World Wide Web","score_opus":0.10318584639098352,"score_gpt":0.31865614026598993,"score_spread":0.2154702938750064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3018045673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86240983,0.003239256,0.009456915,0.041396495,0.00021531837,0.00003875983,0.00008095611,0.00005182431,0.083110735],"genre_scores_gemma":[0.99767035,0.00043879155,0.00039463022,0.00070970535,0.000059972746,0.0000074061504,0.0000112679645,0.000008212094,0.00069971796],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9853475,0.010963574,0.00032540053,0.00051485916,0.0019463884,0.00090240466],"domain_scores_gemma":[0.94675434,0.033658527,0.0117361965,0.004175383,0.001568702,0.0021068968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008357474,0.00022687242,0.00020396612,0.0012222182,0.0063526053,0.008731614,0.0006499301,0.0019628578,0.0032979052],"category_scores_gemma":[0.027893076,0.0002929058,0.00042819232,0.0010201135,0.014773507,0.0107629895,0.0052509527,0.0028414396,0.0002396809],"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":[0.00019806348,0.0004311168,0.1419069,0.0003574885,0.00014455443,0.0024353003,0.4351154,0.001100996,0.002340898,0.2801023,0.0066948314,0.12917219],"study_design_scores_gemma":[0.000025104937,0.0004129811,0.10147331,0.0012641585,0.00009029649,0.0048938817,0.5476452,0.0029245114,0.00395267,0.14148802,0.19568872,0.0001410876],"about_ca_topic_score_codex":0.0017067166,"about_ca_topic_score_gemma":0.0024546888,"teacher_disagreement_score":0.008731614,"about_ca_system_score_codex":0.002055299,"about_ca_system_score_gemma":0.0020492433,"threshold_uncertainty_score":0.04419911},"labels":[],"label_agreement":null},{"id":"W3020383846","doi":"10.1177/2056305120915588","title":"Unpacking the Political Effects of Social Movements With a Strong Digital Component: The Case of #IdleNoMore in Canada","year":2020,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Social movement; Politics; Indigenous; Mainstream; Narrative; Salience (neuroscience); Political science; Unpacking; Political economy; Public administration; Public relations; Sociology; Psychology; Law","score_opus":0.021077849320408678,"score_gpt":0.26913046912412764,"score_spread":0.24805261980371895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3020383846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91638726,0.0006021591,0.00034386988,0.009099519,0.000063956686,0.00006738533,0.00021124806,0.000015769092,0.073208876],"genre_scores_gemma":[0.9900899,0.00033085208,0.00017796869,0.00065466115,0.00001103141,0.000013998093,0.00005843385,0.000014173516,0.008648928],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997235,0.0003872471,0.000029804018,0.0001953914,0.00046331654,0.001689317],"domain_scores_gemma":[0.9976744,0.00064925663,0.00019979617,0.00009064067,0.00048281727,0.0009029866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014071849,0.00030248216,0.00036980002,0.001869865,0.03076371,0.006595559,0.0014595302,0.0014437992,0.0049852254],"category_scores_gemma":[0.0033414362,0.0002591622,0.0003121155,0.0034974988,0.009820819,0.0016186228,0.0043943557,0.0026561222,0.00021316766],"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":[0.00016542299,0.00019433162,0.09624656,0.00023789762,0.00007059561,0.00654317,0.73018795,0.0010934965,0.0024378088,0.08665026,0.01697863,0.059193857],"study_design_scores_gemma":[0.000013100551,0.00003501826,0.108228944,0.00018402966,0.00003615457,0.0002663748,0.78989875,0.0006254124,0.000461879,0.002319062,0.09787592,0.000055404318],"about_ca_topic_score_codex":0.9934901,"about_ca_topic_score_gemma":0.99823797,"teacher_disagreement_score":0.11541672,"about_ca_system_score_codex":0.11541672,"about_ca_system_score_gemma":0.11917769,"threshold_uncertainty_score":0.8374108},"labels":[],"label_agreement":null},{"id":"W3020804099","doi":"10.1177/2056305120910144","title":"The Protestant Ethic and the Spirit of Facebook: Updating <i>Identity Economics</i>","year":2020,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Religion and Society Interactions","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Identity (music); Politics; Personal identity; Commodification; Identity politics; Sociology; Scholarship; Protestant work ethic; Social media; Piety; Law; Media studies; Political science; Social science; Aesthetics; Economics","score_opus":0.04378106508412137,"score_gpt":0.3168808874531273,"score_spread":0.27309982236900593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3020804099","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":[0.38164356,0.0045180595,0.012040877,0.180713,0.0019129749,0.000040936924,0.000064330634,0.00011693829,0.41894937],"genre_scores_gemma":[0.98806214,0.00089598546,0.001107345,0.004260597,0.00038880805,0.000016780008,0.000009848478,0.00003866595,0.005219869],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9968444,0.0022609164,0.000060452778,0.0002452654,0.00036579272,0.00022317063],"domain_scores_gemma":[0.9936055,0.0038650224,0.00064666074,0.00093435036,0.00046904816,0.00047942912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056552435,0.000294514,0.00014312292,0.0013551912,0.0062197153,0.012368765,0.00065515726,0.0019384125,0.0030006848],"category_scores_gemma":[0.0101420805,0.00022466043,0.00017912069,0.00073616893,0.029979765,0.013058335,0.005426102,0.003282306,0.00038872386],"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":[0.000039153496,0.000041477804,0.0050717685,0.000054508033,0.000008765661,0.00015465142,0.06249539,0.000120559635,0.00037605735,0.8873758,0.008257268,0.036004648],"study_design_scores_gemma":[0.000021222395,0.000056943605,0.0112091405,0.000577302,0.000027752043,0.00031392425,0.11130269,0.0014880603,0.001824201,0.549511,0.32361683,0.000050910025],"about_ca_topic_score_codex":0.0027625784,"about_ca_topic_score_gemma":0.0048703216,"teacher_disagreement_score":0.012368765,"about_ca_system_score_codex":0.0034467478,"about_ca_system_score_gemma":0.0018739045,"threshold_uncertainty_score":0.02990812},"labels":[],"label_agreement":null},{"id":"W3035884543","doi":"10.1177/2056305120933293","title":"App Imperialism: The Political Economy of the Canadian App Store","year":2020,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Capitalism; Corporate governance; Politics; Situated; Dominance (genetics); Revenue; App store; Digital economy; Economy; Economics; Political economy; Political science; Computer science; World Wide Web; Management; Finance; Artificial intelligence","score_opus":0.023744576173660856,"score_gpt":0.19317281106103504,"score_spread":0.16942823488737419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035884543","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":[0.39314795,0.0007714304,0.0029033835,0.013033558,0.0000931506,0.000068413516,0.0002143217,0.000044550055,0.5897232],"genre_scores_gemma":[0.98511106,0.00034914387,0.00036889885,0.00034249664,0.000014077397,0.000012556904,0.00003630153,0.000020143336,0.01374531],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9975788,0.0002894661,0.00003148098,0.00027470785,0.0009644978,0.0008610806],"domain_scores_gemma":[0.997736,0.00058844325,0.0001864286,0.00019571453,0.00074072107,0.0005526643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013705564,0.00025475296,0.00023875856,0.002488753,0.023403188,0.013958435,0.0010312756,0.0012493927,0.009762399],"category_scores_gemma":[0.0046510003,0.0003386895,0.00025008348,0.0027546317,0.017655535,0.0037558293,0.0046864618,0.0021422429,0.00044237953],"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":[0.00008065817,0.000030593954,0.013273241,0.000056857145,0.000018036375,0.00064556225,0.074196756,0.00070360396,0.00065969507,0.8706287,0.012033251,0.027673012],"study_design_scores_gemma":[0.000032317035,0.00004387658,0.063141994,0.00029518153,0.00005778451,0.00041969362,0.19805487,0.005189159,0.0011070137,0.10800113,0.6234812,0.00017577047],"about_ca_topic_score_codex":0.94257826,"about_ca_topic_score_gemma":0.9698233,"teacher_disagreement_score":0.059708018,"about_ca_system_score_codex":0.059708018,"about_ca_system_score_gemma":0.044343486,"threshold_uncertainty_score":0.433214},"labels":[],"label_agreement":null},{"id":"W3035955949","doi":"10.1177/2056305120933285","title":"LINE as Super App: Platformization in East Asia","year":2020,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Digital Games and Media","field":"Social Sciences","cited_by":123,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"CONTEST; East Asia; China; Hegemony; Media studies; Political science; Sociology","score_opus":0.039204168621072746,"score_gpt":0.28874738584804516,"score_spread":0.24954321722697242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035955949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7656659,0.0010106128,0.0035824722,0.0023504288,0.00011283327,0.00006108123,0.00007930201,0.000064001346,0.22707336],"genre_scores_gemma":[0.98783475,0.00067804585,0.00087818236,0.0003281174,0.000018773742,0.000027917946,0.000033542037,0.00005735787,0.010143387],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9991866,0.00031684985,0.000047726942,0.00010060517,0.00014014545,0.00020805339],"domain_scores_gemma":[0.9981742,0.00070906023,0.00029197123,0.00024750392,0.0003185165,0.00025864402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018328715,0.0004963462,0.00018660598,0.0014980551,0.004710252,0.008504613,0.00052457984,0.00066999986,0.0047812834],"category_scores_gemma":[0.0020904278,0.000287577,0.0002585908,0.0018612932,0.0065394044,0.010719329,0.0069147693,0.0019086193,0.00069957686],"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":[0.00011565089,0.000042305855,0.012252194,0.00022163808,0.0000163458,0.0031586017,0.8372576,0.00016048008,0.003199425,0.10649423,0.001673787,0.035407804],"study_design_scores_gemma":[0.000013105195,0.000110441506,0.019375654,0.00039673512,0.000042067204,0.0010680909,0.8254383,0.0006870394,0.0039776177,0.009053776,0.13979664,0.000040498177],"about_ca_topic_score_codex":0.0045128013,"about_ca_topic_score_gemma":0.006163504,"teacher_disagreement_score":0.008504613,"about_ca_system_score_codex":0.0025166806,"about_ca_system_score_gemma":0.0020831067,"threshold_uncertainty_score":0.018259943},"labels":[],"label_agreement":null},{"id":"W3036593494","doi":"10.1177/2056305120926487","title":"Indigenous Movements, Collective Action, and Social Media: New Opportunities or New Threats?","year":2020,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College Saint-Jean; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Indigenous; Collective action; Latin Americans; Public relations; Political science; Social movement; Social media; Population; Commercialization; Identity (music); Action (physics); Collective identity; Sociology; Economic growth; Law; Politics","score_opus":0.2186865006819333,"score_gpt":0.35426949594426943,"score_spread":0.13558299526233614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036593494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63107854,0.062524855,0.0011873455,0.12712961,0.0010849274,0.000059693826,0.000105024825,0.000033616612,0.17679647],"genre_scores_gemma":[0.9750959,0.015752397,0.0003575711,0.0017473869,0.00068392773,0.000036364563,0.00002330297,0.000008449375,0.006294515],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981006,0.0008141404,0.000044429406,0.00017512664,0.000315032,0.00055072183],"domain_scores_gemma":[0.9960393,0.002165666,0.00068713655,0.00022834835,0.00036910077,0.00051036826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032223817,0.00028425196,0.00034751042,0.0020090272,0.0050500315,0.007250916,0.00078858295,0.0012693941,0.00639788],"category_scores_gemma":[0.0039880974,0.00019471582,0.00025684305,0.0020966728,0.014832275,0.011950666,0.0049631186,0.0017083334,0.00026462282],"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":[0.00012397462,0.00033587593,0.063920744,0.0015582285,0.000084586725,0.0010431742,0.57101065,0.00014363734,0.0009363549,0.17259593,0.007424809,0.18082206],"study_design_scores_gemma":[0.000008664323,0.000100399215,0.07411526,0.0012211496,0.000037180354,0.00034293105,0.7930638,0.00013036872,0.00028869964,0.020970004,0.10968554,0.00003598547],"about_ca_topic_score_codex":0.017085342,"about_ca_topic_score_gemma":0.03585559,"teacher_disagreement_score":0.017085342,"about_ca_system_score_codex":0.0029818364,"about_ca_system_score_gemma":0.003557705,"threshold_uncertainty_score":0.033971786},"labels":[],"label_agreement":null},{"id":"W3036625784","doi":"10.1177/2056305120926630","title":"Digital Ecosystems of Ideology: Linked Media as Rhetoric in Spanish Political Tweets","year":2020,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Ideology; Politics; Newspaper; Rhetorical question; Legitimacy; Political science; Rhetoric; Media studies; Social media; Political communication; Sociology; Law","score_opus":0.04527880922755274,"score_gpt":0.3146946358670958,"score_spread":0.26941582663954305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036625784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80016077,0.004968367,0.0049664606,0.0070901797,0.00030573265,0.00009301227,0.0014914414,0.00012071769,0.18080337],"genre_scores_gemma":[0.9915706,0.0013440221,0.0014574279,0.00041720286,0.00031326956,0.000070934926,0.00045843804,0.000116106,0.0042520673],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975145,0.0011969846,0.000121956495,0.00030137063,0.000580876,0.0002842941],"domain_scores_gemma":[0.98478633,0.010857051,0.002258983,0.000756504,0.001062767,0.00027841204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003713297,0.00036831037,0.00029662915,0.0062221712,0.002002996,0.010758898,0.00047404473,0.0012331571,0.0048123575],"category_scores_gemma":[0.014438187,0.00033998484,0.0002689727,0.0053469623,0.0044939723,0.007419041,0.0040198257,0.0011683746,0.0010001184],"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":[0.00060572824,0.00022294307,0.18033043,0.0019121452,0.00013008494,0.003292157,0.49494815,0.00064991385,0.0070279255,0.13378735,0.009676905,0.16741635],"study_design_scores_gemma":[0.00010099432,0.00015231794,0.29859987,0.002259524,0.00019807568,0.0010382007,0.31356624,0.004257682,0.003639889,0.053147834,0.32287118,0.0001681404],"about_ca_topic_score_codex":0.0043206513,"about_ca_topic_score_gemma":0.005410371,"teacher_disagreement_score":0.010758898,"about_ca_system_score_codex":0.0023839423,"about_ca_system_score_gemma":0.0012206447,"threshold_uncertainty_score":0.019638002},"labels":[],"label_agreement":null},{"id":"W3036776424","doi":"10.1177/2056305120913883","title":"Assessing Trust Versus Reliance for Technology Platforms by Systematic Literature Review","year":2020,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Reliability (semiconductor); Social media; Presidential election; Data science; Computer science; Psychology; Public relations; Political science; Law; World Wide Web","score_opus":0.028287245039347788,"score_gpt":0.3161655193619281,"score_spread":0.28787827432258034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036776424","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":[0.02371279,0.9357329,0.014911426,0.0061641713,0.00085765525,0.007029748,0.0062856856,0.00015898386,0.0051466725],"genre_scores_gemma":[0.28353557,0.65017164,0.04231791,0.0032217547,0.0006797983,0.013337759,0.0059562037,0.00012680764,0.00065256277],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.8542846,0.059082627,0.046934113,0.008346764,0.030020667,0.0013312231],"domain_scores_gemma":[0.3448585,0.51858014,0.06870664,0.017925307,0.04792143,0.0020080293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.14312851,0.002404607,0.0067102234,0.079428814,0.0018019385,0.00760502,0.0030113382,0.003060916,0.0027016117],"category_scores_gemma":[0.49503252,0.0016544454,0.008798005,0.049289215,0.003525703,0.010436878,0.0057521528,0.0024906618,0.00054030144],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031796045,0.00009395514,0.030833026,0.7200159,0.03642928,0.0006429627,0.005663846,0.0011387209,0.00050865277,0.0072506974,0.0077054785,0.18939956],"study_design_scores_gemma":[0.00011979391,0.00033842397,0.016579818,0.875564,0.055366796,0.00063610537,0.005031917,0.0011508723,0.00067763164,0.006782016,0.037565812,0.00018686033],"about_ca_topic_score_codex":0.0075464947,"about_ca_topic_score_gemma":0.018562129,"teacher_disagreement_score":0.14312851,"about_ca_system_score_codex":0.008864738,"about_ca_system_score_gemma":0.038349967,"threshold_uncertainty_score":0.756945},"labels":[],"label_agreement":null},{"id":"W3080187847","doi":"10.1177/2056305120943273","title":"Studying Platforms and Cultural Production: Methods, Institutions, and Practices","year":2020,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Temporalities; Software walkthrough; Participant observation; Production (economics); Sociology; Cultural analysis; Data collection; Data science; Knowledge management; Computer science; Social science; Political science; Software","score_opus":0.3206782163433449,"score_gpt":0.43810570697315004,"score_spread":0.11742749062980512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080187847","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":[0.057295393,0.18642277,0.3933466,0.0633758,0.02676794,0.00919165,0.009442843,0.0015437952,0.2526132],"genre_scores_gemma":[0.13457593,0.25110564,0.4724616,0.011765238,0.013014308,0.0307365,0.0069062426,0.003066603,0.07636789],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.98812836,0.006731169,0.0011811445,0.0007850871,0.0028816483,0.00029271015],"domain_scores_gemma":[0.9530621,0.037259966,0.0021708289,0.0027916108,0.0040264037,0.0006891538],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.014181196,0.000842658,0.0009705362,0.01678069,0.003135979,0.010414785,0.0014000982,0.001704651,0.010096433],"category_scores_gemma":[0.031906705,0.0005700187,0.0008088231,0.019571755,0.0053019878,0.008535416,0.0047341757,0.0022539191,0.0037040592],"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":[0.000109916175,0.00023856056,0.0059327125,0.012824423,0.0001081411,0.0006137646,0.08908163,0.0002426249,0.00517339,0.12685646,0.16531447,0.5935039],"study_design_scores_gemma":[0.000018754874,0.000104461134,0.005169992,0.008273678,0.00005064174,0.000602272,0.04466932,0.0001729403,0.001824166,0.028694743,0.9103413,0.00007763707],"about_ca_topic_score_codex":0.0013496148,"about_ca_topic_score_gemma":0.0046235714,"teacher_disagreement_score":0.996864,"about_ca_system_score_codex":0.0021914209,"about_ca_system_score_gemma":0.00439105,"threshold_uncertainty_score":0.07499826},"labels":[],"label_agreement":null},{"id":"W3090997182","doi":"10.1177/2056305120957290","title":"The Outsourcing of Online Dating: Investigating the Lived Experiences of Online Dating Assistants Working in the Contemporary Gig Economy","year":2020,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"Directorate for Social, Behavioral and Economic Sciences","keywords":"Outsourcing; Gig economy; Workflow; Business; Face (sociological concept); Work (physics); Sensemaking; Marketing; Public relations; Engineering; Political science; Sociology; Management; Economics","score_opus":0.131362323984092,"score_gpt":0.2739298581416812,"score_spread":0.1425675341575892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090997182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99357575,0.00033820973,0.0006404431,0.0007975724,0.00004223147,0.000028467719,0.00002821506,0.000010568495,0.0045384862],"genre_scores_gemma":[0.9970493,0.00031740865,0.00035519362,0.00035077287,0.000022525306,0.000030369676,0.000015796833,0.000014824927,0.0018438727],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9947396,0.0036544057,0.00012726744,0.00030318476,0.00034284568,0.0008327747],"domain_scores_gemma":[0.99288815,0.0037759112,0.0007053301,0.0003508845,0.0005368131,0.001742984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005897031,0.000576083,0.00071151607,0.0015165197,0.012456403,0.008096556,0.0015840137,0.0022168485,0.002689099],"category_scores_gemma":[0.009573201,0.0006501095,0.00038111967,0.0010259667,0.012222027,0.006097989,0.009506726,0.0034493972,0.0006091508],"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":[0.000022291635,0.000037626556,0.0024091457,0.00002280345,0.0000023221085,0.0003213458,0.9936885,0.000014655086,0.00023681157,0.0006940123,0.00022931189,0.0023211346],"study_design_scores_gemma":[0.0000015977821,0.000027968781,0.0010091517,0.000023676885,0.0000023299617,0.00014829925,0.9946635,0.000033770946,0.00007747465,0.00016797603,0.0038355659,0.0000087309645],"about_ca_topic_score_codex":0.006208184,"about_ca_topic_score_gemma":0.012827631,"teacher_disagreement_score":0.012456403,"about_ca_system_score_codex":0.0023298585,"about_ca_system_score_gemma":0.0025184061,"threshold_uncertainty_score":0.031186879},"labels":[],"label_agreement":null},{"id":"W3094012832","doi":"10.1177/2056305120955182","title":"“Do I Look Like My Selfie?”: Filters and the Digital-Forensic Gaze","year":2020,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; The King's University; Western University","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Selfie; Social media; Filter (signal processing); Objectification; Psychology; Ambivalence; Gaze; Social psychology; Focus (optics); Photo elicitation; Sociology; Aesthetics; Computer science; Epistemology; World Wide Web; Art","score_opus":0.03304510809969776,"score_gpt":0.26386943378279065,"score_spread":0.23082432568309288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094012832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8117555,0.0033961656,0.006490962,0.012237249,0.00015269073,0.0000424645,0.00011921702,0.00007032611,0.16573547],"genre_scores_gemma":[0.99398875,0.00047243843,0.00055632065,0.0004588352,0.000026605827,0.0000131258985,0.000013463312,0.000022715061,0.004447591],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981091,0.0013035715,0.000031618343,0.00020255266,0.00019900182,0.00015407777],"domain_scores_gemma":[0.9963737,0.0025930062,0.00046969464,0.00019977141,0.00020978616,0.00015410456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028476652,0.00023323968,0.00013792425,0.0016401995,0.0036853605,0.0035034588,0.00032708218,0.0011060596,0.0045598694],"category_scores_gemma":[0.006799306,0.00016201106,0.00016858941,0.0007181752,0.010338578,0.0047413907,0.0030264752,0.0010011137,0.00034192362],"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":[0.000098057935,0.000027217633,0.020264702,0.0001472309,0.000015717515,0.0005464152,0.8675027,0.000058477675,0.004142286,0.060439177,0.0035259055,0.04323221],"study_design_scores_gemma":[0.000009955672,0.00006334753,0.040475238,0.00047905522,0.0000208156,0.0012295127,0.83193445,0.00030623793,0.0022083076,0.022607645,0.10061974,0.000045736473],"about_ca_topic_score_codex":0.0054943194,"about_ca_topic_score_gemma":0.00831358,"teacher_disagreement_score":0.0054943194,"about_ca_system_score_codex":0.0018976047,"about_ca_system_score_gemma":0.0006575769,"threshold_uncertainty_score":0.015254319},"labels":[],"label_agreement":null},{"id":"W3111066348","doi":"10.1177/2056305120978366","title":"Soft Femme Theory: Femme Internet Aesthetics and the Politics of “Softness”","year":2020,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"New Woman; Irony; Postmodernism; Identity (music); Art; Sociology; Politics; Aesthetics; Psychoanalysis; Gender studies; Literature; Psychology; Law","score_opus":0.0484845219293217,"score_gpt":0.29178953867576995,"score_spread":0.24330501674644825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111066348","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":[0.087046176,0.0018285011,0.033509623,0.014730903,0.00076452043,0.00004191512,0.000039134484,0.0000942531,0.8619451],"genre_scores_gemma":[0.9654618,0.00042098464,0.0024531393,0.001513924,0.00020954906,0.00006424513,0.000019587922,0.000082896164,0.029773798],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99802065,0.0013546923,0.000027338094,0.00015598309,0.00023813178,0.00020313804],"domain_scores_gemma":[0.9987746,0.0007751316,0.000113247865,0.00012806598,0.00009124506,0.0001178034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019983668,0.00063328503,0.00021855399,0.0016710018,0.0062522823,0.006713062,0.0005882793,0.0023242559,0.010168688],"category_scores_gemma":[0.0036425139,0.00017366448,0.00029846537,0.0008789842,0.031209001,0.008470257,0.004165,0.0026837704,0.000793543],"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":[0.000012772693,0.0000084517405,0.00026821194,0.000028139844,0.0000017588661,0.00009355318,0.035323005,0.000041713352,0.00018686661,0.9567736,0.0018949208,0.005367128],"study_design_scores_gemma":[0.000014034,0.000049835107,0.0018749057,0.00032358334,0.000008724968,0.00077541405,0.11009423,0.0009347136,0.0008477952,0.54557335,0.33947664,0.000026697866],"about_ca_topic_score_codex":0.0011296021,"about_ca_topic_score_gemma":0.0015472391,"teacher_disagreement_score":0.010168688,"about_ca_system_score_codex":0.002157303,"about_ca_system_score_gemma":0.0008875964,"threshold_uncertainty_score":0.034017682},"labels":[],"label_agreement":null},{"id":"W3122676236","doi":"10.1177/2056305121988931","title":"Can Social Media Participation Enhance LGBTQ+ Youth Well-Being? Development of the Social Media Benefits Scale","year":2021,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":147,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Ontario HIV Treatment Network","keywords":"Psychology; Lesbian; Scale (ratio); Social media; Social psychology; Transphobia; Feeling; Exploratory factor analysis; Developmental psychology; Transgender; Political science; Psychometrics; Geography","score_opus":0.027910163293389304,"score_gpt":0.3055442453242777,"score_spread":0.2776340820308884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122676236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99600106,0.00016655936,0.00023608604,0.00022528389,0.000016618073,0.00032889398,0.0004467407,0.0000113855995,0.0025673215],"genre_scores_gemma":[0.9940264,0.00043462374,0.0027859444,0.0001029162,0.00001879597,0.00088511035,0.00067365036,0.0000043638825,0.0010679963],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99915504,0.00032451501,0.00012328799,0.000055296674,0.00022822358,0.00011369375],"domain_scores_gemma":[0.99782974,0.00045880137,0.00077302917,0.00007764437,0.00038752903,0.0004732472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002204667,0.00034004854,0.00034422977,0.0010858264,0.00064495555,0.00088699994,0.00053425477,0.00046672058,0.002456857],"category_scores_gemma":[0.0040961555,0.0003667404,0.00091998087,0.00079895067,0.00036262342,0.00070742355,0.0015418328,0.00094895257,0.00033061512],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012017301,0.0010458995,0.92701215,0.00024799703,0.00013202778,0.00016148822,0.006097115,0.00019498008,0.0008435213,0.0002636081,0.0015666125,0.06231458],"study_design_scores_gemma":[0.000014776255,0.00024791833,0.9937615,0.00005308305,0.00004324215,0.00006401988,0.0033059749,0.00030862322,0.00020512048,0.00014117354,0.0018427434,0.000011836886],"about_ca_topic_score_codex":0.0036971255,"about_ca_topic_score_gemma":0.017356062,"teacher_disagreement_score":0.0036971255,"about_ca_system_score_codex":0.00064071955,"about_ca_system_score_gemma":0.00062850665,"threshold_uncertainty_score":0.011659563},"labels":[],"label_agreement":null},{"id":"W3127232380","doi":"10.1177/2056305121990643","title":"The Promoter, Celebrity, and Joker Roles in Journalists’ Social Media Performance","year":2021,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Operationalization; CONTEST; Social media; Sociology; Context (archaeology); Media studies; Public relations; Political science; Social psychology; Psychology; Epistemology","score_opus":0.03740260051385859,"score_gpt":0.3006782524218944,"score_spread":0.2632756519080358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127232380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92555434,0.0005808213,0.0018333693,0.0033089689,0.0001658988,0.000032975786,0.000017549924,0.000039349783,0.06846673],"genre_scores_gemma":[0.99758935,0.00017589153,0.00031356892,0.00012439577,0.00004999015,0.000015409134,0.000006622218,0.000021076577,0.0017037743],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97779286,0.015523187,0.00056750077,0.0012842801,0.0031311065,0.00170102],"domain_scores_gemma":[0.95968354,0.024934703,0.00566295,0.0011572756,0.0024185237,0.006143116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013008242,0.00035373864,0.00036828863,0.0023331472,0.008157958,0.0135734575,0.0009782894,0.0019660073,0.0019006251],"category_scores_gemma":[0.03436375,0.00045365875,0.00021932847,0.0011205038,0.014140311,0.0053739417,0.006906071,0.0023337444,0.0005184641],"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":[0.00020254054,0.00017623443,0.040031593,0.00016028465,0.000036914724,0.00046945774,0.907617,0.00009724945,0.004010192,0.02796838,0.0011882633,0.01804188],"study_design_scores_gemma":[0.00003401169,0.00025752536,0.049978457,0.00023671647,0.000048426366,0.0007988282,0.8975137,0.0006265233,0.0021903794,0.010556527,0.037678365,0.00008054149],"about_ca_topic_score_codex":0.0021322293,"about_ca_topic_score_gemma":0.004264175,"teacher_disagreement_score":0.0135734575,"about_ca_system_score_codex":0.002275114,"about_ca_system_score_gemma":0.004517259,"threshold_uncertainty_score":0.068794966},"labels":[],"label_agreement":null},{"id":"W3132017097","doi":"10.1177/20563051231177899","title":"Can ❤s Change Minds? Social Media Endorsements and Policy Preferences","year":2023,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Social media; Psychology; Social psychology; Pandemic; Coronavirus disease 2019 (COVID-19); Advertising; Variation (astronomy); Public policy; Political science; Public relations; Business; Medicine; Law","score_opus":0.12917086022801838,"score_gpt":0.3682300036463276,"score_spread":0.2390591434183092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3132017097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99336904,0.00005925022,0.00035131138,0.00047889602,0.0000130445615,0.000011902346,0.000028252696,0.000006259362,0.0056820572],"genre_scores_gemma":[0.9991146,0.000037587397,0.00022048298,0.00014018374,0.000009928866,0.000011078099,0.000016888796,0.0000029595212,0.0004464001],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983803,0.0009459972,0.000059999285,0.000238958,0.00023707603,0.00013767781],"domain_scores_gemma":[0.9857432,0.009149591,0.0027724819,0.0009819712,0.0004603047,0.00089239585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028542383,0.00020093097,0.00023602418,0.00039023632,0.0005209938,0.0018163639,0.00018817688,0.000800849,0.0052672992],"category_scores_gemma":[0.017728359,0.0002369475,0.00022433551,0.00023164468,0.0011286195,0.0012702957,0.0008055434,0.0013284632,0.00041721037],"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":[0.0030149035,0.0027658553,0.73978335,0.0004972053,0.00044964787,0.00037591206,0.063106224,0.0014568529,0.03638717,0.0122707,0.0021990407,0.13769309],"study_design_scores_gemma":[0.00018985139,0.001652256,0.9459275,0.00007085385,0.00019009253,0.00021822334,0.02192888,0.0027142449,0.003993275,0.015010449,0.008027369,0.00007708854],"about_ca_topic_score_codex":0.0006409071,"about_ca_topic_score_gemma":0.0008376174,"teacher_disagreement_score":0.0052672992,"about_ca_system_score_codex":0.0002874635,"about_ca_system_score_gemma":0.00015113717,"threshold_uncertainty_score":0.017620862},"labels":[],"label_agreement":null},{"id":"W3160856990","doi":"10.1177/20563051211017492","title":"Personal Identity Economics: Facebook and the Distortion of Identity Politics","year":2021,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Solidarity; Identity (music); Identity politics; Sociology; Identity formation; Rhetoric; Politics; Political science; Political economy; Law; Social science","score_opus":0.034086219610632774,"score_gpt":0.3003017044688316,"score_spread":0.2662154848581988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160856990","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":[0.08095131,0.0023137908,0.011527253,0.06312603,0.0005523915,0.000029513645,0.000057893525,0.000048878977,0.841393],"genre_scores_gemma":[0.97384363,0.0008237334,0.00092289306,0.0030596287,0.00032693168,0.000042680735,0.000015946389,0.000036142785,0.02092846],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99764293,0.0012835894,0.000038711758,0.00024935446,0.00054534496,0.00024007824],"domain_scores_gemma":[0.99748224,0.001288526,0.0003307729,0.0004245588,0.00022966243,0.00024429956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024989091,0.00032055183,0.00021766269,0.0011804511,0.004946378,0.009243295,0.0006358838,0.0020472421,0.009867921],"category_scores_gemma":[0.0052873343,0.00021273272,0.00025478576,0.0007672975,0.025303423,0.009749841,0.0052741496,0.0035743504,0.0006970041],"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":[0.0000068091726,0.0000094053985,0.0003787794,0.0000044720337,0.0000010812057,0.000022721735,0.0018619495,0.000059861515,0.00003715833,0.9925243,0.0011254867,0.003968096],"study_design_scores_gemma":[0.000015922882,0.0000211088,0.0024216252,0.000111786605,0.0000067634187,0.00013230713,0.009229126,0.0008785379,0.0005158599,0.8684929,0.11815649,0.000017541666],"about_ca_topic_score_codex":0.0033548754,"about_ca_topic_score_gemma":0.0028843977,"teacher_disagreement_score":0.009867921,"about_ca_system_score_codex":0.0051341113,"about_ca_system_score_gemma":0.0017159512,"threshold_uncertainty_score":0.037250698},"labels":[],"label_agreement":null},{"id":"W3174441985","doi":"10.1177/20563051211025511","title":"Making Sweet Music Together: The Affordances of Networked Media for Building Performance Capital by YouTube Musicians","year":2021,"lang":"en","type":"article","venue":"Social Media + Society","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University; Toronto Metropolitan University","funders":"Canada Research Chairs","keywords":"Affordance; Homophily; Popular music; Meaning (existential); Advertising; Multimedia; Psychology; Computer science; Social psychology; Visual arts; Cognitive psychology; Business; Art","score_opus":0.055164601838443315,"score_gpt":0.24210980897197165,"score_spread":0.18694520713352833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174441985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89866596,0.00026134128,0.0015263491,0.0014176138,0.000025409267,0.000054999964,0.000085320906,0.000032114378,0.09793098],"genre_scores_gemma":[0.9957866,0.00010386911,0.0007204886,0.00007973443,0.000011850087,0.000016896343,0.000030075895,0.000014602262,0.0032358235],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9986093,0.0005977854,0.00003973905,0.00014246037,0.00017523294,0.00043544447],"domain_scores_gemma":[0.9968484,0.0011507601,0.0005331087,0.0003286813,0.00017326682,0.00096581684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014345769,0.00032376597,0.00017373869,0.0019748753,0.0051201107,0.006728567,0.00059212523,0.0005494847,0.010621879],"category_scores_gemma":[0.0059236125,0.00021359081,0.00022389233,0.0010661244,0.0033200553,0.0062603517,0.0070813517,0.0007372873,0.0006257094],"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":[0.00036587665,0.00057024346,0.3745454,0.00029084357,0.00009809611,0.002778065,0.31232378,0.0006024528,0.0056365854,0.071751274,0.007136104,0.22390132],"study_design_scores_gemma":[0.000048258393,0.00033139,0.35570288,0.0005992226,0.000104521125,0.001086497,0.4792223,0.0027092795,0.0026852963,0.022579854,0.134813,0.00011743694],"about_ca_topic_score_codex":0.012789953,"about_ca_topic_score_gemma":0.04078039,"teacher_disagreement_score":0.012789953,"about_ca_system_score_codex":0.0020560455,"about_ca_system_score_gemma":0.0014797358,"threshold_uncertainty_score":0.035533726},"labels":[],"label_agreement":null},{"id":"W3192697815","doi":"10.1177/20563051211035356","title":"Zoombombing During a Global Pandemic","year":2021,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; York University; Toronto Metropolitan University","funders":"","keywords":"Phenomenon; Pandemic; Harassment; The Internet; Sociology; Coronavirus disease 2019 (COVID-19); Public relations; Cultural phenomenon; Political science; Media studies; Social science; Law; Epistemology; Computer science; Medicine; World Wide Web","score_opus":0.05174859682714947,"score_gpt":0.33017578782187046,"score_spread":0.278427190994721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3192697815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95460546,0.0010511064,0.0017455643,0.005410864,0.00019088254,0.00012871026,0.0001241586,0.0000266637,0.0367167],"genre_scores_gemma":[0.99536175,0.0006936181,0.0006736755,0.00064998545,0.000063989675,0.000058503796,0.000031710195,0.000014364755,0.0024524159],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99508,0.0036905613,0.00008173836,0.00030485904,0.00027878175,0.00056404097],"domain_scores_gemma":[0.99491334,0.0035250993,0.00062786904,0.0003528937,0.00022040257,0.00036039692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046477406,0.00035247928,0.00023385693,0.0012077263,0.007150402,0.004539093,0.00067683,0.002003438,0.0031010883],"category_scores_gemma":[0.008124885,0.0002008287,0.00020080706,0.0013715083,0.011239626,0.0047649853,0.006861799,0.001984484,0.0001862501],"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":[0.000057151272,0.000043054923,0.013739125,0.0002092174,0.00001266886,0.0018540885,0.9380755,0.00013350399,0.0011199161,0.02166123,0.0023701992,0.02072443],"study_design_scores_gemma":[0.0000028203538,0.000055603683,0.008321945,0.00024691227,0.000006710171,0.00025704017,0.95878416,0.00009018055,0.0002850088,0.0024886285,0.029447477,0.000013506091],"about_ca_topic_score_codex":0.009171213,"about_ca_topic_score_gemma":0.017971173,"teacher_disagreement_score":0.009171213,"about_ca_system_score_codex":0.002741879,"about_ca_system_score_gemma":0.0021294702,"threshold_uncertainty_score":0.024579942},"labels":[],"label_agreement":null},{"id":"W3204318915","doi":"10.1177/20563051211047875","title":"Becoming Your “Authentic” Self: How Social Media Influences Youth’s Visual Transitions","year":2021,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Presentational and representational acting; Visual media; Visual research; Identity (music); Socioeconomic status; Psychology; Sociology; Transition (genetics); Social psychology; Self; Youth work; Gender studies; Aesthetics; Visual arts; Political science; Public relations; Art","score_opus":0.04697075815050171,"score_gpt":0.3341667002627736,"score_spread":0.2871959421122719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204318915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99130017,0.00014529107,0.00022495181,0.00022154137,0.00001367761,0.000010068678,0.000021856697,0.0000100546695,0.008052244],"genre_scores_gemma":[0.99902356,0.00010968464,0.000095410236,0.000028871289,0.000003554524,0.0000067302144,0.000013272392,0.0000075829776,0.00071117916],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99846625,0.00087159505,0.00004938572,0.00011833739,0.00020033153,0.00029406755],"domain_scores_gemma":[0.99801743,0.0010542852,0.00033693586,0.000078872596,0.0001955891,0.00031690285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021868641,0.00022470414,0.0002067398,0.00096690306,0.0023306236,0.007394704,0.00040571703,0.0004869602,0.0033816453],"category_scores_gemma":[0.005518018,0.00022545288,0.0002840894,0.0005016728,0.002898806,0.0024247677,0.0036548092,0.0009557392,0.00030489918],"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":[0.00011691391,0.00018664732,0.12217108,0.0000984973,0.000026696282,0.0006425876,0.84755397,0.00006505098,0.0021869428,0.0052288184,0.0007794443,0.020943398],"study_design_scores_gemma":[0.00000646628,0.00007289483,0.10089085,0.00009866197,0.000025687417,0.00028339482,0.88418704,0.000115484574,0.0007166919,0.00093023013,0.012655244,0.000017211441],"about_ca_topic_score_codex":0.0064184554,"about_ca_topic_score_gemma":0.011517521,"teacher_disagreement_score":0.007394704,"about_ca_system_score_codex":0.0008815734,"about_ca_system_score_gemma":0.00079032074,"threshold_uncertainty_score":0.012762189},"labels":[],"label_agreement":null},{"id":"W4214561205","doi":"10.1177/20563051221077032","title":"Bridging the Open Web and APIs: Alternative Social Media Alongside the Corporate Web","year":2022,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Mobile Crowdsensing and Crowdsourcing","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"World Wide Web; Social media; The Internet; Web 2.0; Computer science; Web syndication; Ambiguity; Data science; Business","score_opus":0.04451155560750416,"score_gpt":0.25536818745251777,"score_spread":0.2108566318450136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214561205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82286096,0.00057074026,0.02717689,0.0070309225,0.000091821355,0.00019329994,0.00029555097,0.00026131838,0.14151862],"genre_scores_gemma":[0.9907075,0.0001701543,0.0049226223,0.00032130035,0.000043212578,0.000073345036,0.000079682206,0.00006350281,0.0036186094],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9911945,0.0049516703,0.00025049623,0.00076681806,0.002108912,0.0007276027],"domain_scores_gemma":[0.97556823,0.013620626,0.0035323806,0.004490299,0.0015640835,0.0012243462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064915433,0.0003565389,0.00030689954,0.00388663,0.006040592,0.01067441,0.0010329718,0.0015105667,0.004927577],"category_scores_gemma":[0.021828078,0.00040228784,0.0004013821,0.0037366126,0.009213065,0.015748333,0.009431099,0.0023388404,0.0008207189],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029830614,0.00031513508,0.120735936,0.00042621896,0.00006723689,0.0032088815,0.34762096,0.001363785,0.005515881,0.31766263,0.0081609525,0.19462423],"study_design_scores_gemma":[0.000051941563,0.00027082366,0.08414483,0.0011230581,0.00008273652,0.0016827552,0.41503912,0.011495315,0.0039210506,0.13159075,0.35040507,0.00019259828],"about_ca_topic_score_codex":0.008092127,"about_ca_topic_score_gemma":0.01476319,"teacher_disagreement_score":0.01067441,"about_ca_system_score_codex":0.0027573588,"about_ca_system_score_gemma":0.0023201273,"threshold_uncertainty_score":0.034330964},"labels":[],"label_agreement":null},{"id":"W4221035882","doi":"10.1177/20563051221086241","title":"Why’s Everyone on TikTok Now? The Algorithmized Self and the Future of Self-Making on Social Media","year":2022,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":418,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Popularity; Social media; Internet privacy; Context (archaeology); Software walkthrough; Qualitative research; World Wide Web; Computer science; Data science; Psychology; Sociology; Social psychology; Social science","score_opus":0.014957633557756157,"score_gpt":0.2624262555003508,"score_spread":0.24746862194259467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221035882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7568449,0.0012717415,0.017747942,0.016548352,0.00048454484,0.00007364323,0.00008928345,0.00013362218,0.20680596],"genre_scores_gemma":[0.9919382,0.00034605397,0.002110462,0.00047274178,0.00004121941,0.000020546544,0.000025478572,0.000036924044,0.005008352],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981273,0.00094745186,0.000058037742,0.00022919198,0.0003163504,0.00032158694],"domain_scores_gemma":[0.9967257,0.0016991486,0.00043145582,0.00034325724,0.00025959674,0.00054078584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026359865,0.00022409756,0.00015914511,0.0010461904,0.0045521017,0.011516283,0.0006928718,0.0011284981,0.0030769946],"category_scores_gemma":[0.005488762,0.00017872352,0.00026135024,0.0007083383,0.01621968,0.012119553,0.0043604732,0.001775476,0.0005649853],"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":[0.00014357007,0.00007179554,0.019622982,0.00026443557,0.000024947547,0.0010847423,0.5373076,0.00040554348,0.0024372998,0.36895642,0.0064564706,0.063224204],"study_design_scores_gemma":[0.000024080444,0.00015527656,0.016299311,0.000560199,0.000037399455,0.0016536601,0.5295974,0.0022389772,0.002203664,0.20859063,0.23847677,0.0001625482],"about_ca_topic_score_codex":0.0013193131,"about_ca_topic_score_gemma":0.0019133276,"teacher_disagreement_score":0.011516283,"about_ca_system_score_codex":0.0017645891,"about_ca_system_score_gemma":0.0020918974,"threshold_uncertainty_score":0.013940573},"labels":[],"label_agreement":null},{"id":"W4280529436","doi":"10.1177/20563051221096817","title":"Signaling the Intent to Change Online Communities: A Case From a Reddit Gaming Community","year":2022,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Online community; Internet privacy; Psychology; Computer science; Public relations; Advertising; World Wide Web; Political science; Business","score_opus":0.15039109458768002,"score_gpt":0.3350792160198292,"score_spread":0.1846881214321492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280529436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99353504,0.000022320268,0.0007039196,0.0011696279,0.000010782903,0.000041820782,0.00003199732,0.000010714061,0.0044739204],"genre_scores_gemma":[0.99674857,0.00004578276,0.001149291,0.00033491376,0.000012300132,0.000032256834,0.00003571037,0.000009373998,0.0016317436],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9970662,0.0018017329,0.00007444357,0.00023940345,0.00038602017,0.0004321823],"domain_scores_gemma":[0.9849589,0.00946645,0.0013113791,0.00069486065,0.0008318483,0.0027364767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002937811,0.0004490376,0.0003748419,0.0017996219,0.010751947,0.0027863001,0.0012845155,0.0028346947,0.0036609804],"category_scores_gemma":[0.0146530485,0.00032833847,0.0003663176,0.0012220942,0.004796337,0.0034164933,0.0025190257,0.0031897752,0.00046314078],"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":[0.00046654206,0.0022739647,0.18600577,0.00014528794,0.000041954045,0.03972281,0.7064905,0.0011905386,0.0037819692,0.020171676,0.0038894513,0.035819534],"study_design_scores_gemma":[0.00008218068,0.00066728395,0.051889874,0.00014525998,0.0000322886,0.011079236,0.8887174,0.016891534,0.0015484066,0.009802198,0.018985016,0.000159369],"about_ca_topic_score_codex":0.040724248,"about_ca_topic_score_gemma":0.07872269,"teacher_disagreement_score":0.040724248,"about_ca_system_score_codex":0.0022953968,"about_ca_system_score_gemma":0.0017714612,"threshold_uncertainty_score":0.0809744},"labels":[],"label_agreement":null},{"id":"W4283688566","doi":"10.1177/20563051221107632","title":"The Social Mediatization of Lifestyle Sport: Continuity and Novelty in the Online Skate Subculture","year":2022,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Adventure Sports and Sensation Seeking","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Skate; Subculture (biology); Novelty; Participatory culture; Sociology; Cyberculture; Social media; Media studies; Scholarship; Citizen journalism; Advertising; Computer science; The Internet; Psychology; Social psychology; World Wide Web; Political science; Business; Engineering; Law","score_opus":0.018787716481165336,"score_gpt":0.3051145439511783,"score_spread":0.286326827470013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283688566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8841098,0.00071390346,0.004219189,0.0014828016,0.00008803118,0.00006120569,0.0000275372,0.000018781246,0.10927868],"genre_scores_gemma":[0.99653864,0.00020279965,0.00048195815,0.00011293014,0.0000241339,0.00002827942,0.0000147175415,0.000012355484,0.0025842176],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99717903,0.0016928517,0.000086747845,0.00029683794,0.0003901444,0.00035440762],"domain_scores_gemma":[0.99715376,0.0014880013,0.000507086,0.00027367892,0.00021081553,0.00036667683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022131905,0.00044055356,0.00032963377,0.0023021607,0.0068840515,0.010252884,0.0008251608,0.0009362003,0.0038351493],"category_scores_gemma":[0.0042332592,0.00028967878,0.00042697525,0.0013453733,0.022570537,0.0064959647,0.010019855,0.0013498109,0.00036572438],"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":[0.00007608205,0.00008512874,0.029446656,0.00016385538,0.000022421069,0.00086339837,0.8828334,0.00011514645,0.0017270405,0.06280204,0.00058965414,0.021275222],"study_design_scores_gemma":[0.00001046496,0.00010218996,0.03128349,0.0002676069,0.000021292153,0.00080191664,0.9112747,0.00036338592,0.0007890151,0.017040728,0.038007524,0.00003773252],"about_ca_topic_score_codex":0.003961017,"about_ca_topic_score_gemma":0.0067548393,"teacher_disagreement_score":0.010252884,"about_ca_system_score_codex":0.0026201147,"about_ca_system_score_gemma":0.0015734192,"threshold_uncertainty_score":0.019010365},"labels":[],"label_agreement":null},{"id":"W4296511212","doi":"10.1177/20563051221122463","title":"“My People Already Know That”: The Imagined Audience and COVID-19 Health Information Sharing Practices on Social Media","year":2022,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; Western University; Royal Roads University","funders":"","keywords":"Infographic; Misinformation; Social media; Public relations; Psychology; Perception; Internet privacy; Sociology; Advertising; Political science; Business; Computer science","score_opus":0.09878956029469338,"score_gpt":0.3881624747873206,"score_spread":0.2893729144926272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296511212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9447888,0.0007596989,0.0032439195,0.0051765083,0.000109640256,0.000066437424,0.000030225752,0.000032880158,0.045791946],"genre_scores_gemma":[0.9980202,0.00019833673,0.00050437293,0.00024127141,0.000034434444,0.000017332999,0.000013305752,0.000007761353,0.0009630854],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.98459435,0.011556395,0.00041933058,0.0006113251,0.0017435995,0.0010749876],"domain_scores_gemma":[0.97498125,0.016534198,0.0040046456,0.0011792001,0.0013635083,0.0019373354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011444248,0.00065199303,0.0003172522,0.0022405195,0.010003758,0.008837551,0.0010915358,0.0019532514,0.0043083727],"category_scores_gemma":[0.0314009,0.0005050852,0.0005632666,0.00078754284,0.013115098,0.0078238435,0.009028164,0.0029521554,0.00035079627],"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":[0.00007041951,0.000079150246,0.02487899,0.00012217062,0.000029778083,0.0006121547,0.94817775,0.00007358678,0.0009631418,0.0107640335,0.0006128019,0.013616138],"study_design_scores_gemma":[0.00001669083,0.00011646162,0.012807774,0.00021973468,0.000039760078,0.0007044404,0.9653187,0.00049794297,0.00045818268,0.0039160517,0.015848633,0.00005563377],"about_ca_topic_score_codex":0.013756121,"about_ca_topic_score_gemma":0.014813224,"teacher_disagreement_score":0.013756121,"about_ca_system_score_codex":0.003628899,"about_ca_system_score_gemma":0.0026505992,"threshold_uncertainty_score":0.06052375},"labels":[],"label_agreement":null},{"id":"W4297137710","doi":"10.1177/20563051221126040","title":"Muscles, Makeup, and Femboys: Analyzing TikTok’s “Radical” Masculinities","year":2022,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Masculinity; Mainstream; Human sexuality; Hegemonic masculinity; Beauty; Sociology; Gender studies; Aesthetics; Conformity; Attractiveness; Male gaze; Race (biology); Psychology; Social psychology; Art; Political science","score_opus":0.04703366011460254,"score_gpt":0.2892493854710105,"score_spread":0.24221572535640795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297137710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861648,0.00009129443,0.0004766684,0.00012417356,0.000012338307,0.000011519239,0.00005468607,0.000006294427,0.01305825],"genre_scores_gemma":[0.9941784,0.00012812678,0.00047456558,0.000058034933,0.000007482422,0.0000142648605,0.000061673556,0.000020686442,0.0050566625],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99971205,0.00010253243,0.000010404954,0.000039506558,0.000059837443,0.00007573401],"domain_scores_gemma":[0.9990527,0.0005373074,0.00017335756,0.000052738225,0.00007961662,0.00010418862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007026376,0.00023269195,0.000105072075,0.0016932783,0.0020578073,0.0022322363,0.00031511948,0.0003587746,0.004515454],"category_scores_gemma":[0.0015642539,0.00012742751,0.00011300301,0.00089127023,0.003339742,0.0016706995,0.0014067193,0.0004954805,0.00038336194],"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":[0.00019973387,0.000071163064,0.079952456,0.0002909963,0.000016751988,0.0009949667,0.8387875,0.00012590656,0.012023414,0.011792097,0.0017149408,0.054030053],"study_design_scores_gemma":[0.00000319941,0.000077745084,0.12424397,0.00015965573,0.00001707198,0.0006183975,0.8345494,0.00031662916,0.0027339258,0.0013739506,0.035880934,0.000025164903],"about_ca_topic_score_codex":0.004102958,"about_ca_topic_score_gemma":0.013772878,"teacher_disagreement_score":0.004515454,"about_ca_system_score_codex":0.00080038863,"about_ca_system_score_gemma":0.00050233357,"threshold_uncertainty_score":0.015105665},"labels":[],"label_agreement":null},{"id":"W4307885811","doi":"10.1177/20563051221130282","title":"Comments, Shares, or Likes: What Makes News Posts Engaging in Different Ways","year":2022,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Content (measure theory); User engagement; Value (mathematics); Content analysis; Media content; Digital content; Psychology; Internet privacy; Sociology; Public relations; Computer science; World Wide Web; Political science; Multimedia; Mathematics","score_opus":0.08559693134597399,"score_gpt":0.33175771353856975,"score_spread":0.24616078219259577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307885811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97838634,0.0002052614,0.0027518661,0.0005262083,0.00004385335,0.000080122896,0.00040722787,0.00006143218,0.017537745],"genre_scores_gemma":[0.9972613,0.00011874049,0.0012050064,0.000078504076,0.00004493842,0.000043812855,0.00016109481,0.00003565018,0.0010509687],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972633,0.0013937145,0.00015927953,0.00033352355,0.0005700669,0.00028008813],"domain_scores_gemma":[0.98221385,0.011055334,0.0037188053,0.0007529683,0.0015228696,0.0007362449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002155821,0.00024683037,0.00027288627,0.002148843,0.0009407475,0.0035405483,0.0002602063,0.0005720169,0.0024839232],"category_scores_gemma":[0.017591966,0.0001898287,0.00027952628,0.001373541,0.0015773815,0.004084765,0.001288226,0.00056990545,0.0005320799],"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":[0.0011179826,0.0002487501,0.5980408,0.00109108,0.00031600182,0.000678915,0.2099749,0.00036255244,0.030191433,0.00887522,0.0033042764,0.14579807],"study_design_scores_gemma":[0.000020222655,0.00025573696,0.82226795,0.00029601823,0.00012337312,0.00058471283,0.14526644,0.001496777,0.0064398763,0.0044061015,0.018752698,0.00009021272],"about_ca_topic_score_codex":0.0011979731,"about_ca_topic_score_gemma":0.0021897731,"teacher_disagreement_score":0.0035405483,"about_ca_system_score_codex":0.0005595618,"about_ca_system_score_gemma":0.00036695966,"threshold_uncertainty_score":0.011401236},"labels":[],"label_agreement":null},{"id":"W4312229741","doi":"10.1177/20563051221138762","title":"“It’s All About the Look”: Making Sense of Appearance, Attractiveness, and Authenticity Online","year":2022,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Influencer marketing; Attractiveness; Diversity (politics); Negotiation; Inclusion (mineral); Advertising; Social media; Sociology; Public relations; Psychology; Business; Marketing; Social psychology; Political science; Relationship marketing","score_opus":0.0742530263502135,"score_gpt":0.34650356549723266,"score_spread":0.27225053914701913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312229741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89400464,0.0005337278,0.0028649028,0.006286131,0.00018242178,0.000030353738,0.000026277743,0.000044350734,0.09602725],"genre_scores_gemma":[0.9966826,0.00013061285,0.00043007228,0.0003325365,0.000029754518,0.000007195177,0.0000083122195,0.000014562642,0.002364413],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9972161,0.002034628,0.00003777641,0.00013561218,0.0003453944,0.00023052792],"domain_scores_gemma":[0.9964773,0.0017492597,0.0004897461,0.00022443582,0.00033386223,0.00072531524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034948988,0.00021070057,0.00015507624,0.00090763316,0.003693299,0.0055871825,0.00040492322,0.00074617297,0.0037097686],"category_scores_gemma":[0.0072109993,0.00023290969,0.00019522167,0.0003396667,0.0067218966,0.0040794183,0.003657281,0.0015276064,0.00040829333],"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":[0.00015965936,0.00015561098,0.05986379,0.00011071385,0.00003084586,0.0007800468,0.7922784,0.00010231295,0.0041150395,0.037175395,0.007621577,0.09760664],"study_design_scores_gemma":[0.000017370041,0.00019624477,0.05016973,0.00018291989,0.000034244647,0.0009077694,0.8224272,0.00059537566,0.001186475,0.013589441,0.11062674,0.00006651084],"about_ca_topic_score_codex":0.0020192869,"about_ca_topic_score_gemma":0.0032836495,"teacher_disagreement_score":0.0055871825,"about_ca_system_score_codex":0.000835739,"about_ca_system_score_gemma":0.0006773182,"threshold_uncertainty_score":0.018483043},"labels":[],"label_agreement":null},{"id":"W4317781021","doi":"10.1177/20563051221146489","title":"Women-Focused Nonprofit Organizations and Their Use of Twitter During the COVID-19 Pandemic: Characterizing a Gendered Pandemic Through Information, Community, and Action","year":2023,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada; Mitacs","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Action (physics); Public relations; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Call to action; Business; Sociology; Marketing; Virology; Medicine","score_opus":0.19720849059185952,"score_gpt":0.35264312149359245,"score_spread":0.15543463090173293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317781021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9707879,0.0008040203,0.0014107693,0.0050135246,0.00021823027,0.00008807046,0.0003739197,0.00003601962,0.021267485],"genre_scores_gemma":[0.99444085,0.0005351123,0.00071481353,0.0012243452,0.00008915842,0.00009305768,0.00014398796,0.000026976779,0.0027318448],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99754494,0.0015674115,0.000081136786,0.00016909133,0.00027553103,0.0003618999],"domain_scores_gemma":[0.9929658,0.0041376627,0.0015619255,0.00021093035,0.00045472445,0.0006688729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029617613,0.00033398584,0.00023687791,0.0012170057,0.0034817196,0.0033086827,0.0004449223,0.000836164,0.0028684104],"category_scores_gemma":[0.009265229,0.00020622574,0.00019827095,0.0011339907,0.002013998,0.0032683953,0.0035637433,0.00088456844,0.00043893466],"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":[0.0002034867,0.00006099817,0.13452716,0.00037869572,0.000034984136,0.0009957717,0.79862297,0.00010354579,0.0032241868,0.0037555113,0.0062549068,0.051837847],"study_design_scores_gemma":[0.00000939361,0.0000890647,0.061468843,0.00023888267,0.000021362259,0.00030042598,0.8727219,0.000355585,0.0007665072,0.0011409031,0.06284752,0.000039630053],"about_ca_topic_score_codex":0.0086992625,"about_ca_topic_score_gemma":0.017897729,"teacher_disagreement_score":0.0086992625,"about_ca_system_score_codex":0.0018966113,"about_ca_system_score_gemma":0.0014885234,"threshold_uncertainty_score":0.017297268},"labels":[],"label_agreement":null},{"id":"W4318814799","doi":"10.1177/20563051221150403","title":"From Facebook to YouTube: The Potential Exposure to COVID-19 Anti-Vaccine Videos on Social Media","year":2023,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University; Toronto Metropolitan University","funders":"Canadian Institutes of Health Research; University of Oxford; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Social media; Coronavirus disease 2019 (COVID-19); Internet privacy; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Online video; Advertising; Psychology; Media studies; Computer science; Sociology; World Wide Web; Multimedia; Virology; Medicine; Business","score_opus":0.0481647998238708,"score_gpt":0.329564171683515,"score_spread":0.2813993718596442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318814799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95378816,0.00045287324,0.0018631675,0.0024966712,0.000055904355,0.0001323388,0.0006562833,0.000041037325,0.04051348],"genre_scores_gemma":[0.9962759,0.00031154184,0.00066232536,0.00016885994,0.000029170193,0.0000373608,0.00016912314,0.0000070069846,0.0023385915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903286,0.000564246,0.00003142217,0.00007903511,0.00016135852,0.00013102239],"domain_scores_gemma":[0.99493283,0.0035372432,0.00078905525,0.00014855503,0.000330258,0.00026195266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075950153,0.0002812039,0.00014234062,0.0010782845,0.001278612,0.0024494226,0.00032124599,0.0006456164,0.005262924],"category_scores_gemma":[0.006982514,0.00018275165,0.00021999511,0.0007456828,0.0006607934,0.0034567679,0.0016398169,0.0005122454,0.0005308173],"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":[0.00046174572,0.00041577156,0.7824226,0.00045204847,0.00014906976,0.0023975177,0.05567738,0.0016935812,0.0035099902,0.017684406,0.009002974,0.12613286],"study_design_scores_gemma":[0.000046575067,0.0010291596,0.6809571,0.0010518165,0.000277285,0.002735357,0.19174227,0.03930282,0.0064063426,0.014941396,0.06131058,0.0001993865],"about_ca_topic_score_codex":0.012372161,"about_ca_topic_score_gemma":0.019851262,"teacher_disagreement_score":0.012372161,"about_ca_system_score_codex":0.0007866421,"about_ca_system_score_gemma":0.0005215535,"threshold_uncertainty_score":0.024600327},"labels":[],"label_agreement":null},{"id":"W4321505815","doi":"10.1177/20563051231157594","title":"TikTok’s Queer Potential: Identity, Methods, Movements","year":2023,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Queer; Lesbian; Transgender; Queer theory; Heteronormativity; Identity (music); Sociology; Sexual identity; Gender studies; Subversion; Aesthetics; Human sexuality; Political science; Art; Politics; Law","score_opus":0.08250607521691186,"score_gpt":0.44161306395125666,"score_spread":0.35910698873434477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321505815","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":[0.07759519,0.008714706,0.034675535,0.0711183,0.0032719786,0.00031568907,0.00018359395,0.00029865734,0.8038263],"genre_scores_gemma":[0.7683195,0.006667236,0.011991105,0.008834729,0.00070009765,0.0004609951,0.00009492474,0.00043389725,0.2024975],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9936021,0.0041042017,0.00015126292,0.00053724647,0.0010216,0.00058353523],"domain_scores_gemma":[0.9895013,0.007981096,0.00042097675,0.0009310736,0.00060755323,0.0005580068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070944503,0.00058702496,0.00031227386,0.0018861137,0.0111870365,0.01545123,0.00160052,0.0029644084,0.015681935],"category_scores_gemma":[0.012131954,0.00029352083,0.0004452458,0.0012594338,0.030773124,0.012847548,0.006513098,0.004515782,0.0026710415],"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":[0.000066029555,0.000028003744,0.000880473,0.00033357958,0.0000062951694,0.0003885546,0.2973791,0.00006689925,0.00068079866,0.6452491,0.014430038,0.040491074],"study_design_scores_gemma":[0.000012674867,0.000052818796,0.0012229647,0.0012079964,0.000022156288,0.0007368795,0.30368727,0.00025679485,0.0017525345,0.09092795,0.6000735,0.000046472385],"about_ca_topic_score_codex":0.0058426387,"about_ca_topic_score_gemma":0.013808703,"teacher_disagreement_score":0.015681935,"about_ca_system_score_codex":0.005601063,"about_ca_system_score_gemma":0.0050357766,"threshold_uncertainty_score":0.052461267},"labels":[],"label_agreement":null},{"id":"W4322580289","doi":"10.1177/20563051231157604","title":"The Use of TikTok for Political Campaigning in Canada: The Case of Jagmeet Singh","year":2023,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Populism; Politics; Appeal; Social media; Context (archaeology); Democracy; Sociology; Media studies; Political science; Undue influence; Law; History","score_opus":0.1246387655501543,"score_gpt":0.33256627237019826,"score_spread":0.20792750682004396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322580289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84825367,0.0017675379,0.0010491963,0.034209423,0.000387228,0.00013940048,0.0002575267,0.00008940216,0.11384657],"genre_scores_gemma":[0.9662997,0.0011074876,0.00070672086,0.0036605361,0.000035208486,0.00002815677,0.00007298798,0.00009256653,0.027996587],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99427444,0.0012554387,0.00008297147,0.0004173632,0.0013040311,0.0026657241],"domain_scores_gemma":[0.99442744,0.0013033353,0.00033012772,0.00014861472,0.0012294847,0.002561087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023271877,0.0006684204,0.00046855447,0.0020285049,0.06886941,0.010620542,0.0024336365,0.0035138668,0.0076293],"category_scores_gemma":[0.0064670118,0.00050057034,0.00043667853,0.0037257168,0.0135010015,0.002800895,0.004985289,0.006275172,0.0006819756],"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":[0.00007535552,0.000112767775,0.016267056,0.00015044374,0.00002419343,0.010579267,0.89991593,0.00021232362,0.0015138102,0.024543976,0.0230455,0.023559386],"study_design_scores_gemma":[0.000004944891,0.000023895665,0.007346947,0.00012915533,0.000017171138,0.0008793739,0.85324,0.00023477,0.00040727752,0.0006548178,0.13699569,0.000065854714],"about_ca_topic_score_codex":0.9788825,"about_ca_topic_score_gemma":0.9936265,"teacher_disagreement_score":0.07664478,"about_ca_system_score_codex":0.07664478,"about_ca_system_score_gemma":0.11097459,"threshold_uncertainty_score":0.5560994},"labels":[],"label_agreement":null},{"id":"W4323650022","doi":"10.1177/20563051231157290","title":"The Intersectionality of Twitter Responses to Black Canadian Politicians","year":2023,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Opposition (politics); Social media; Racism; Tone (literature); Intersectionality; Political science; Prime minister; Gender studies; Media studies; Sociology; Linguistics; Politics; Law","score_opus":0.07332294057007126,"score_gpt":0.3645123228168438,"score_spread":0.29118938224677254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323650022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9806442,0.00016230205,0.00009720248,0.0010227759,0.00004055393,0.000035162968,0.002093301,0.000023005523,0.015881421],"genre_scores_gemma":[0.99064213,0.00025513137,0.00019366623,0.0003028492,0.000035077537,0.000040293988,0.0013395839,0.000021906311,0.007169343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99732167,0.00034962816,0.00006556506,0.0002449629,0.0012132239,0.0008049323],"domain_scores_gemma":[0.9962514,0.00066733663,0.00085678487,0.00011345387,0.0015256153,0.00058550143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012778857,0.00038941094,0.00034830146,0.0045031994,0.008990984,0.0030520223,0.00059432356,0.00071047165,0.004119803],"category_scores_gemma":[0.005803451,0.00026031895,0.00022860388,0.0050551803,0.0017860425,0.0008216105,0.0022220428,0.0008608908,0.0006390611],"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":[0.00072370324,0.00008022224,0.67340875,0.00025671165,0.000083082494,0.0009658781,0.2478948,0.0002480773,0.008993449,0.0020493781,0.021831322,0.043464646],"study_design_scores_gemma":[0.0000069468338,0.0000340268,0.7911568,0.000097469594,0.000032063686,0.00013331143,0.16979323,0.0003914719,0.0014165097,0.000116290495,0.036740627,0.00008111343],"about_ca_topic_score_codex":0.9452796,"about_ca_topic_score_gemma":0.9770258,"teacher_disagreement_score":0.0547204,"about_ca_system_score_codex":0.018282987,"about_ca_system_score_gemma":0.013084971,"threshold_uncertainty_score":0.132653},"labels":[],"label_agreement":null},{"id":"W4323777564","doi":"10.1177/20563051231158822","title":"Stumbling Blocks and Alternative Paths: Reconsidering the Walkthrough Method for Analyzing Apps","year":2023,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Software walkthrough; Personalization; Computer science; Data science; Process (computing); TRACE (psycholinguistics); Strengths and weaknesses; Human–computer interaction; World Wide Web; Management science; Engineering; Psychology; Software; Social psychology; Software development","score_opus":0.12535691775658248,"score_gpt":0.35927991417998595,"score_spread":0.23392299642340347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323777564","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":[0.042987704,0.00075841567,0.9356824,0.0035995378,0.00033658373,0.0010864019,0.00028384442,0.0009353659,0.014329665],"genre_scores_gemma":[0.23347183,0.0005774788,0.75677985,0.00090849126,0.00005847215,0.0021987387,0.00023091363,0.0006432974,0.0051308786],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9644667,0.02836872,0.0010718164,0.0025433642,0.0027879116,0.00076162146],"domain_scores_gemma":[0.88350594,0.095672555,0.0030862787,0.010860023,0.005853428,0.0010218562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.037833504,0.0012925129,0.00085906475,0.0064127506,0.004139873,0.012910946,0.0027010734,0.0028602132,0.005424702],"category_scores_gemma":[0.09632214,0.0011013121,0.0008505369,0.0035140621,0.013281367,0.014694151,0.0067477725,0.0035348162,0.0016671069],"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":[0.00026167624,0.00023664229,0.010476277,0.0015568188,0.00007731742,0.0014989759,0.41010225,0.0017722411,0.007874322,0.28031707,0.0073182383,0.2785082],"study_design_scores_gemma":[0.00012933907,0.0004731387,0.007617805,0.0053404546,0.00011543602,0.0025213487,0.2208256,0.022912888,0.010866867,0.42615765,0.3026807,0.0003588954],"about_ca_topic_score_codex":0.003814349,"about_ca_topic_score_gemma":0.009733912,"teacher_disagreement_score":0.037833504,"about_ca_system_score_codex":0.0022073016,"about_ca_system_score_gemma":0.006211936,"threshold_uncertainty_score":0.20008504},"labels":[],"label_agreement":null},{"id":"W4379798485","doi":"10.1177/20563051231177897","title":"Alarmism and Accountability in Climate Communication During Extreme Events","year":2023,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Ivey Foundation; J.W. McConnell Family Foundation","keywords":"Accountability; Damages; Climate change; Context (archaeology); Denial; Political science; Attribution; Risk communication; Public relations; Social psychology; Psychology; Business; History; Law; Risk analysis (engineering)","score_opus":0.4727883964416439,"score_gpt":0.45333204775447555,"score_spread":0.019456348687168334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379798485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6157176,0.0029131097,0.013200497,0.1250888,0.001759381,0.000057057085,0.000095102805,0.0000982615,0.24107014],"genre_scores_gemma":[0.99720156,0.00033513037,0.00033212572,0.0011153357,0.00021861144,0.000011128951,0.000007078567,0.000014077654,0.0007649075],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9779369,0.01699657,0.00057296886,0.000730194,0.0025225459,0.0012407994],"domain_scores_gemma":[0.93498176,0.046855044,0.01111368,0.0016316861,0.0031472186,0.0022706192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015609321,0.0003472528,0.0002972137,0.0022647078,0.007005092,0.010953233,0.0008371155,0.0036635033,0.00412674],"category_scores_gemma":[0.057920273,0.00036321522,0.00037772002,0.0016033829,0.019393567,0.011198827,0.0077083474,0.0058340672,0.0003154336],"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":[0.00015520614,0.000079454854,0.030570678,0.0002311276,0.000050576782,0.0006517516,0.68308336,0.0006762305,0.0016776305,0.24465343,0.0070538125,0.031116698],"study_design_scores_gemma":[0.000042545467,0.00021769613,0.083376005,0.0010460516,0.00007441639,0.00095896027,0.59446496,0.0028500112,0.0016070426,0.19599193,0.11909452,0.00027582468],"about_ca_topic_score_codex":0.004361597,"about_ca_topic_score_gemma":0.002969924,"teacher_disagreement_score":0.015609321,"about_ca_system_score_codex":0.0035548527,"about_ca_system_score_gemma":0.0021765127,"threshold_uncertainty_score":0.082551},"labels":[],"label_agreement":null},{"id":"W4380047907","doi":"10.1177/20563051231177915","title":"Hate Influencers’ Mediation of Hate on Telegram: “We Declare War Against the Anti-White System”","year":2023,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of the Fraser Valley","funders":"","keywords":"Influencer marketing; Mediation; White (mutation); Sociology; Political science; Media studies; Law; Business","score_opus":0.017765975632368453,"score_gpt":0.2382946724198825,"score_spread":0.22052869678751405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380047907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.930004,0.000227567,0.009331534,0.0011668538,0.00006410521,0.00006381036,0.00015552578,0.00007473731,0.058911927],"genre_scores_gemma":[0.9951002,0.000092796516,0.0009247186,0.00008298679,0.000015200887,0.000023444785,0.00003819054,0.000028326802,0.00369417],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988005,0.00074840616,0.000029482106,0.00010540464,0.00015758279,0.00015858172],"domain_scores_gemma":[0.99547887,0.0032631587,0.0005139019,0.00030339992,0.00027685935,0.00016375238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014131288,0.00039249705,0.0001487142,0.0014919491,0.0033948615,0.0041169887,0.0003620388,0.0008311452,0.0055594095],"category_scores_gemma":[0.0066340296,0.00018323673,0.00016896518,0.0009023989,0.005596038,0.004337313,0.0027881928,0.0011228737,0.00042070472],"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":[0.00014486352,0.000061105355,0.030306866,0.00020641279,0.000022169275,0.00079919375,0.86934835,0.00021835972,0.0068496135,0.051617082,0.0027374006,0.037688605],"study_design_scores_gemma":[0.00001372638,0.00010157503,0.057623364,0.000366945,0.000053867996,0.0005278674,0.83471006,0.0022116874,0.008504445,0.008016964,0.087811045,0.000058449183],"about_ca_topic_score_codex":0.006856342,"about_ca_topic_score_gemma":0.009334568,"teacher_disagreement_score":0.006856342,"about_ca_system_score_codex":0.0014853956,"about_ca_system_score_gemma":0.0007328169,"threshold_uncertainty_score":0.01859808},"labels":[],"label_agreement":null},{"id":"W4380050800","doi":"10.1177/20563051231177906","title":"On Being Anxious About Digital Carbon Emissions","year":2023,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"Canada Research Chairs","keywords":"Agency (philosophy); Public relations; Reflexivity; Environmental ethics; Sociology; Psychology; Political science; Internet privacy; Computer science; Social science","score_opus":0.2905028354160988,"score_gpt":0.43005035469373065,"score_spread":0.13954751927763187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380050800","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":[0.25717276,0.010909982,0.008179873,0.36252686,0.0052228086,0.0000771078,0.00012649452,0.00027935344,0.35550478],"genre_scores_gemma":[0.8870443,0.0071060653,0.0013410512,0.074100964,0.0012352859,0.00005770576,0.000048322774,0.0001598555,0.028906424],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99328774,0.003156097,0.00013422656,0.00052138034,0.0019194429,0.0009811084],"domain_scores_gemma":[0.9919492,0.004185406,0.0012395786,0.00055945606,0.00093681115,0.0011295192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046358705,0.0005801216,0.00040344676,0.0011621708,0.011263838,0.016442422,0.0014455802,0.0069968347,0.007773762],"category_scores_gemma":[0.013756249,0.00041281816,0.00065371895,0.0009317124,0.03263442,0.018936608,0.010957122,0.014929319,0.00180414],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007206555,0.00009911963,0.0075409445,0.00023954203,0.000051226696,0.0020526375,0.62404436,0.00028775434,0.0012676994,0.25685385,0.069272146,0.038218707],"study_design_scores_gemma":[0.000014422537,0.00010381554,0.0026551732,0.0005381443,0.000033566997,0.0017102215,0.4227091,0.0003108281,0.000567148,0.05882458,0.5124404,0.00009258737],"about_ca_topic_score_codex":0.0031052642,"about_ca_topic_score_gemma":0.0030169536,"teacher_disagreement_score":0.016442422,"about_ca_system_score_codex":0.0037240891,"about_ca_system_score_gemma":0.0021874332,"threshold_uncertainty_score":0.027020216},"labels":[],"label_agreement":null},{"id":"W4380538171","doi":"10.1177/20563051231177970","title":"Scrolling Through the COVID-19 Pandemic: Exploring the Perceived Effects of Increased Social Media Use on the Mental Health of Undergraduate University Students","year":2023,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Wilfrid Laurier University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Mental health; Pandemic; Scrolling; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Social media; Psychology; Social distance; Medical education; Medicine; Psychiatry; Virology; Computer science; World Wide Web","score_opus":0.12646170629011377,"score_gpt":0.36324380327749745,"score_spread":0.23678209698738367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380538171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984285,0.00012833982,0.00004050982,0.00033808622,0.000012993422,0.000020004876,0.000018508068,0.0000022681522,0.0010107824],"genre_scores_gemma":[0.9989029,0.00029933336,0.00009894641,0.00021336583,0.000012460762,0.000023353992,0.00001444312,0.0000021342403,0.00043301954],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99769384,0.0011562059,0.000091512135,0.00010981625,0.00035968955,0.0005890568],"domain_scores_gemma":[0.99125856,0.0033399803,0.0016781014,0.00016312691,0.00061429566,0.0029458562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035260865,0.00041731255,0.0004144036,0.0010831455,0.0035736572,0.0039625373,0.00074770045,0.0010376,0.0032416373],"category_scores_gemma":[0.009943749,0.00038312774,0.0004914269,0.0006682863,0.0023569546,0.0016028952,0.003589014,0.0019892287,0.0004149796],"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":[0.00015909638,0.0011679704,0.4496926,0.00033243673,0.00007968049,0.0009988584,0.51494247,0.000071333234,0.0019038729,0.0004873296,0.0013474763,0.028816836],"study_design_scores_gemma":[0.000015207946,0.00064952683,0.21565539,0.00017584626,0.00004725505,0.0002564494,0.7781344,0.00015818566,0.00039778225,0.00010865245,0.004364913,0.000036321926],"about_ca_topic_score_codex":0.014247309,"about_ca_topic_score_gemma":0.034384057,"teacher_disagreement_score":0.014247309,"about_ca_system_score_codex":0.001987044,"about_ca_system_score_gemma":0.0030402725,"threshold_uncertainty_score":0.028328717},"labels":[],"label_agreement":null},{"id":"W4386192691","doi":"10.1177/20563051231193304","title":"Three Approaches to Platform Studies: Cobweb, Billiard Balls, and Ant Societies","year":2023,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology; Realism; Realpolitik; Constructivism (international relations); Epistemology; Archetype; Political science; International relations; Politics; Law; Philosophy","score_opus":0.3840347982544764,"score_gpt":0.3633079956049041,"score_spread":0.020726802649572273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386192691","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":[0.061127957,0.014963301,0.281018,0.11749149,0.0015014161,0.00017852573,0.00010441695,0.00017419421,0.52344066],"genre_scores_gemma":[0.90173453,0.008607007,0.054141335,0.0044868346,0.00062542706,0.0006162847,0.00006928067,0.00020911216,0.029510243],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9945643,0.0036146434,0.00014221414,0.0004381448,0.0009342125,0.00030649488],"domain_scores_gemma":[0.9939161,0.0038483324,0.0005696942,0.0006127051,0.0005171659,0.00053596776],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0046649324,0.00096725824,0.0005882291,0.0071777115,0.005797275,0.01526555,0.0021165432,0.004067716,0.004700043],"category_scores_gemma":[0.008854166,0.0005622636,0.0005444963,0.006414346,0.038774922,0.019912556,0.009199738,0.005616938,0.0011528697],"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":[0.0000046179334,0.0000050036065,0.00004929522,0.000016107722,9.4711334e-7,0.000014561194,0.0020328243,0.000056355682,0.000019212071,0.99534297,0.00048701197,0.0019711698],"study_design_scores_gemma":[0.000009013218,0.00001444399,0.00016963446,0.00013051627,0.0000034743086,0.000082962855,0.0055521997,0.0009057063,0.00014371969,0.9260272,0.06694739,0.000013746217],"about_ca_topic_score_codex":0.0032235137,"about_ca_topic_score_gemma":0.002560116,"teacher_disagreement_score":0.99420273,"about_ca_system_score_codex":0.0074200556,"about_ca_system_score_gemma":0.0033789899,"threshold_uncertainty_score":0.053836465},"labels":[],"label_agreement":null},{"id":"W4386259541","doi":"10.1177/20563051231193739","title":"Correctional Officers and Social Media: Policies, Challenges, and Vulnerabilities","year":2023,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Social media; Public relations; Context (archaeology); Visibility; Political science; Qualitative research; Sociology; Internet privacy; Business; Geography","score_opus":0.06021430011740361,"score_gpt":0.3120310359780912,"score_spread":0.25181673586068754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386259541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8996868,0.003297057,0.0013562009,0.039552942,0.0002034799,0.00017155345,0.0002038923,0.000039587212,0.055488486],"genre_scores_gemma":[0.99623483,0.0009335644,0.00015840548,0.00088602677,0.000025494935,0.000042735945,0.000022108534,0.000008111501,0.0016886895],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.98569983,0.006244348,0.0004828584,0.00081728474,0.0026122527,0.004143467],"domain_scores_gemma":[0.9822202,0.009082932,0.0028584055,0.0006261351,0.0027262655,0.0024861211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061299237,0.0005180316,0.00039640133,0.0031897572,0.028157976,0.013122803,0.0017231979,0.0028071057,0.0032433218],"category_scores_gemma":[0.023738548,0.00054853543,0.00026238788,0.004445376,0.016216444,0.0063770893,0.007696842,0.0029750424,0.00021435242],"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":[0.000030710402,0.000040699382,0.04822504,0.00021798018,0.000016759237,0.0012100394,0.9083042,0.00013703122,0.0003098185,0.019138126,0.0031717033,0.019197809],"study_design_scores_gemma":[0.0000015925967,0.000010299444,0.01081802,0.00029095556,0.0000083465375,0.00013887764,0.9702846,0.000075465716,0.00008398329,0.0009282487,0.017339256,0.000020421061],"about_ca_topic_score_codex":0.679562,"about_ca_topic_score_gemma":0.67421913,"teacher_disagreement_score":0.679562,"about_ca_system_score_codex":0.031327963,"about_ca_system_score_gemma":0.045810696,"threshold_uncertainty_score":0.6446503},"labels":[],"label_agreement":null},{"id":"W4386259548","doi":"10.1177/20563051231195544","title":"Comic Vine: Participatory and Idiosyncratic Documentation of a Semantic Platform","year":2023,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Digital Games 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":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Comics; World Wide Web; Documentation; Citizen journalism; Computer science; Architecture; Dialog box; Entertainment; Semantic Web; Data science; Visual arts; Art","score_opus":0.055090322561282365,"score_gpt":0.3392505951632863,"score_spread":0.28416027260200394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386259548","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":[0.2112747,0.0023602159,0.45511457,0.019114861,0.0014707727,0.0010726233,0.0010248547,0.0029083886,0.30565894],"genre_scores_gemma":[0.68965864,0.0009959916,0.22646534,0.0012546045,0.00015021322,0.00065357826,0.0012504101,0.0024259211,0.07714523],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.97440785,0.018432494,0.0012966591,0.0016641956,0.0035962018,0.00060261384],"domain_scores_gemma":[0.96169347,0.018256234,0.0018963774,0.011004192,0.005268723,0.0018808966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03089572,0.00054113637,0.00035835875,0.004233929,0.0065444345,0.010115909,0.0014167198,0.0021873855,0.003849669],"category_scores_gemma":[0.044329137,0.0006886327,0.00038246394,0.0037212505,0.009333218,0.012483567,0.010568928,0.0024631605,0.0013575999],"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":[0.000119908625,0.00019423019,0.0061091576,0.00057691627,0.000033153152,0.0012313094,0.33623883,0.0015233858,0.009368789,0.4099616,0.04011249,0.1945302],"study_design_scores_gemma":[0.000017525137,0.00007221544,0.0014749317,0.00069273746,0.0000128700185,0.00089849427,0.058912426,0.0017366755,0.0040763314,0.040826425,0.8912079,0.00007147028],"about_ca_topic_score_codex":0.0036052521,"about_ca_topic_score_gemma":0.010726714,"teacher_disagreement_score":0.03089572,"about_ca_system_score_codex":0.0041843853,"about_ca_system_score_gemma":0.01061399,"threshold_uncertainty_score":0.16339415},"labels":[],"label_agreement":null},{"id":"W4386548090","doi":"10.1177/20563051231196692","title":"The Evolution of #MeToo: A Comparative Analysis of Vernacular Practices Over Time and Across Languages","year":2023,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Vernacular; Sociology; Oppression; Politics; Rhetoric; Rhetorical question; Gender studies; Linguistics; Political science; Law","score_opus":0.05066202052344698,"score_gpt":0.408080531586742,"score_spread":0.35741851106329503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386548090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781296,0.0007061275,0.00238762,0.0010044092,0.000088766654,0.00005986192,0.00022448123,0.0000325399,0.017366596],"genre_scores_gemma":[0.9963993,0.00030350906,0.00073400594,0.0001806632,0.000031387073,0.00006180437,0.00016720762,0.00007248936,0.0020496768],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99501026,0.0031354427,0.0002484738,0.0005205501,0.0005786381,0.00050663913],"domain_scores_gemma":[0.9843375,0.0105919875,0.002030561,0.00092861644,0.0015005766,0.0006107025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006496426,0.00029142562,0.0004122733,0.0038077522,0.0036476122,0.0068792216,0.00071967114,0.0007433532,0.0026220218],"category_scores_gemma":[0.018488066,0.00031033345,0.0002462441,0.0041359495,0.0060820463,0.007856866,0.0051933555,0.0015208885,0.0004192988],"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":[0.000087645225,0.000011701397,0.014756061,0.00019008819,0.000009375404,0.00031465245,0.95723486,0.000021563274,0.0031086598,0.0056796065,0.00040266162,0.018182985],"study_design_scores_gemma":[0.0000038685002,0.000045846202,0.034938738,0.00026439846,0.000014543703,0.00030829877,0.92417794,0.0002378403,0.00096385693,0.0013822772,0.03762701,0.000035335826],"about_ca_topic_score_codex":0.005926531,"about_ca_topic_score_gemma":0.011382961,"teacher_disagreement_score":0.0068792216,"about_ca_system_score_codex":0.0023136025,"about_ca_system_score_gemma":0.0012099895,"threshold_uncertainty_score":0.034356833},"labels":[],"label_agreement":null},{"id":"W4386548092","doi":"10.1177/20563051231196882","title":"Ecologies of Violence on Social Media: An Exploration of Practices, Contexts, and Grammars of Online Harm","year":2023,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Phenomenon; Harm; Social media; Framing (construction); Digital media; Sociology; Social psychology; Psychology; Epistemology; Geography; Computer science; World Wide Web","score_opus":0.17830387592819472,"score_gpt":0.41546804787978703,"score_spread":0.2371641719515923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386548092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94883186,0.0015864632,0.0044107693,0.0037592642,0.000033021337,0.00007777793,0.000111739144,0.00003282936,0.041156396],"genre_scores_gemma":[0.997908,0.00055377104,0.000757632,0.00009853455,0.000009889543,0.000032558382,0.000027184511,0.000017007773,0.00059555186],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9937675,0.004437059,0.00024349563,0.0004163694,0.0006561235,0.00047955575],"domain_scores_gemma":[0.98955965,0.007494983,0.0013299505,0.0007420734,0.00047421275,0.0003991252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033985514,0.00041493884,0.00032771018,0.005745246,0.0066450653,0.008996986,0.00093339605,0.0010701296,0.00215146],"category_scores_gemma":[0.009373164,0.00039381374,0.0003708026,0.0031318718,0.01594166,0.00831765,0.012050453,0.001794693,0.00017813045],"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":[0.0000327602,0.000061434745,0.060690086,0.00025532738,0.000020166752,0.00093365944,0.85225093,0.0001254284,0.0006208265,0.056499086,0.00049861526,0.028011652],"study_design_scores_gemma":[0.0000029313833,0.000024373241,0.040319473,0.00051275844,0.000018539497,0.00072196283,0.9260791,0.00043532273,0.0004282023,0.012188679,0.019244427,0.000024220613],"about_ca_topic_score_codex":0.007147281,"about_ca_topic_score_gemma":0.014314602,"teacher_disagreement_score":0.008996986,"about_ca_system_score_codex":0.004327504,"about_ca_system_score_gemma":0.0022303383,"threshold_uncertainty_score":0.031398416},"labels":[],"label_agreement":null},{"id":"W4386723969","doi":"10.1177/20563051231196878","title":"Trust and Safety on Social Media: Understanding the Impact of Anti-Social Behavior and Misinformation on Content Moderation and Platform Governance","year":2023,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada; Government of Canada","keywords":"Misinformation; Social media; Moderation; Public relations; Corporate governance; Metropolitan area; Political science; Sociology; Psychology; Business; Social psychology","score_opus":0.15425925536491558,"score_gpt":0.34626755580100654,"score_spread":0.19200830043609096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386723969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42454696,0.04974245,0.016044343,0.39231965,0.0061151604,0.00015601727,0.0005781325,0.000106964726,0.11039029],"genre_scores_gemma":[0.94525707,0.034470428,0.002545413,0.007832996,0.003929654,0.00015194899,0.0001464111,0.00007633222,0.0055898884],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9968862,0.0017248004,0.00010536928,0.00032655476,0.00060911954,0.00034791208],"domain_scores_gemma":[0.948552,0.039365016,0.0058541615,0.0011946253,0.0030146625,0.0020195525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004651287,0.00047526907,0.00067522126,0.002117853,0.002951859,0.012533544,0.0010073713,0.0038913926,0.0052562277],"category_scores_gemma":[0.025861274,0.0004705711,0.00069336884,0.0021125155,0.008869523,0.01774869,0.0040823855,0.004612601,0.0005805428],"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":[0.00032865326,0.00065084914,0.12730215,0.0027505034,0.00047467588,0.000936362,0.114451654,0.0019136884,0.0020477916,0.46428677,0.067957446,0.21689944],"study_design_scores_gemma":[0.00004142446,0.00041897572,0.21437226,0.003582695,0.0005397168,0.00051157095,0.11675041,0.008997513,0.0022685574,0.46382144,0.18841939,0.00027599023],"about_ca_topic_score_codex":0.005945233,"about_ca_topic_score_gemma":0.009429255,"teacher_disagreement_score":0.012533544,"about_ca_system_score_codex":0.0041252184,"about_ca_system_score_gemma":0.004163143,"threshold_uncertainty_score":0.02993071},"labels":[],"label_agreement":null},{"id":"W4386900170","doi":"10.1177/20563051231196868","title":"Curating Hope: The Aspirational Self and Social Engagement in Early-Onset Cancer Communities on Social Media","year":2023,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Media, Religion, Digital Communication","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Affordance; Social media; Context (archaeology); Psychology; Phenomenology (philosophy); Social psychology; Sociology; Cognitive psychology; World Wide Web; Epistemology","score_opus":0.14451823514769918,"score_gpt":0.31028464652389304,"score_spread":0.16576641137619386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386900170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98482496,0.00049723324,0.0016921327,0.0018208569,0.000049582854,0.000036463305,0.00002722046,0.000015346126,0.011036375],"genre_scores_gemma":[0.99877185,0.00014781553,0.00025981283,0.00011140233,0.000007753819,0.000011123305,0.000008950041,0.000005690783,0.0006757399],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9971349,0.0020734027,0.00006332096,0.00012286977,0.00029826202,0.0003071983],"domain_scores_gemma":[0.99607545,0.002341123,0.0004878089,0.00018333386,0.00023944241,0.000672829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034242822,0.00030259753,0.00026468086,0.0010267107,0.005013033,0.0049533225,0.0005214839,0.0007753186,0.001793781],"category_scores_gemma":[0.006323131,0.00020853266,0.0003648065,0.0004796537,0.00838709,0.0054515004,0.007688717,0.0017056672,0.00017721223],"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":[0.00006028421,0.000065795706,0.014994434,0.0001089074,0.000020299067,0.0009739897,0.96255124,0.00005899194,0.0010153586,0.008660693,0.0008055015,0.010684533],"study_design_scores_gemma":[0.0000065640365,0.00007793548,0.006552226,0.00011035512,0.0000130677845,0.0007289866,0.97156155,0.00018427504,0.00035209086,0.004431329,0.015953746,0.000027833152],"about_ca_topic_score_codex":0.0015335579,"about_ca_topic_score_gemma":0.0031586345,"teacher_disagreement_score":0.005013033,"about_ca_system_score_codex":0.0011435061,"about_ca_system_score_gemma":0.0012656178,"threshold_uncertainty_score":0.01810956},"labels":[],"label_agreement":null},{"id":"W4387193077","doi":"10.1177/20563051231196870","title":"Sponsorship Disclosure in Social Media Influencer Marketing: The Algorithmic and Non-Algorithmic Barriers","year":2023,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Influencer marketing; Intermediary; Social media; Field (mathematics); Business; Public relations; Marketing; Social media marketing; Digital marketing; Advertising; Political science; Relationship marketing; Marketing management","score_opus":0.02117099546724072,"score_gpt":0.28608175721526613,"score_spread":0.2649107617480254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387193077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6990675,0.0038156118,0.035640944,0.036483865,0.00026448513,0.00038086638,0.000090507965,0.00014208844,0.22411427],"genre_scores_gemma":[0.99521554,0.00038929732,0.0019495371,0.0005711434,0.000086363536,0.00003400755,0.0000122449,0.000015416937,0.0017264109],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9457558,0.029171428,0.0025614244,0.0034255483,0.015919214,0.0031666176],"domain_scores_gemma":[0.7861356,0.15588896,0.028239293,0.014420644,0.011129403,0.004186138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04066225,0.0002877934,0.00035778116,0.002439884,0.008115841,0.017366426,0.0014416738,0.002606457,0.004642216],"category_scores_gemma":[0.15481122,0.0005605924,0.00036887787,0.0021873845,0.018234871,0.011525574,0.0057245875,0.0038587328,0.0004596206],"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":[0.0001682157,0.00029071252,0.09724159,0.0003234993,0.000061233346,0.0007049051,0.11016119,0.0014193696,0.001117998,0.63143986,0.003617667,0.15345374],"study_design_scores_gemma":[0.0001382755,0.00041264627,0.12866613,0.0021251542,0.00017717475,0.0021290493,0.12682168,0.013325378,0.004802315,0.53285,0.18825428,0.0002978925],"about_ca_topic_score_codex":0.016733637,"about_ca_topic_score_gemma":0.015770374,"teacher_disagreement_score":0.04066225,"about_ca_system_score_codex":0.008349056,"about_ca_system_score_gemma":0.009858231,"threshold_uncertainty_score":0.2150451},"labels":[],"label_agreement":null},{"id":"W4387783627","doi":"10.1177/20563051231203691","title":"“Japa”: An Exploratory Study of the Roles of Social Media in an Out-Migration Trend in Nigeria","year":2023,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Social media; Kinship; Influencer marketing; Nigerians; Friendship; Unemployment; Immigration; Social network (sociolinguistics); Sociology; Geography; Demographic economics; Political science; Economic growth; Population; Demography; Social science; Business; Marketing","score_opus":0.043050968834979754,"score_gpt":0.3264007318901111,"score_spread":0.2833497630551313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387783627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99857235,0.0000834932,0.000051448187,0.00014120451,0.000010018798,0.000045637593,0.000022488184,0.0000010998077,0.0010723168],"genre_scores_gemma":[0.9944121,0.00064905116,0.00037830704,0.00033438244,0.000016537311,0.00017163047,0.000049621758,0.0000059879667,0.0039822897],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9996339,0.00016555435,0.000018616925,0.000030936157,0.000040026192,0.000110916764],"domain_scores_gemma":[0.99933225,0.00023013884,0.00013023596,0.000023567902,0.000086891974,0.00019691503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009550592,0.00037693782,0.000470253,0.0009083036,0.005605893,0.0019053213,0.00049422646,0.000815345,0.0018755283],"category_scores_gemma":[0.0012445267,0.00044935802,0.00020355929,0.000773071,0.0011991353,0.0015855378,0.0014354562,0.0011585486,0.0003129325],"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":[0.000070382746,0.00045229692,0.07509298,0.00022364862,0.0000071106765,0.004309425,0.90751374,0.000017551527,0.0029481216,0.0004870519,0.00054601615,0.008331693],"study_design_scores_gemma":[0.0000013411604,0.00011399597,0.026383044,0.00006185188,0.000003704758,0.00031902676,0.9703387,0.00001830505,0.00011194973,0.00003495291,0.00260788,0.0000053630965],"about_ca_topic_score_codex":0.008641253,"about_ca_topic_score_gemma":0.042136382,"teacher_disagreement_score":0.008641253,"about_ca_system_score_codex":0.00077392795,"about_ca_system_score_gemma":0.0012834258,"threshold_uncertainty_score":0.017181873},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"medium"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4387995650","doi":"10.1177/20563051231205594","title":"Brooms and Ballots: #WitchTheVote, the Nostalgic Internet, and Intersectional Feminist Politics on Instagram","year":2023,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Feminism; Mainstream; Sociology; Politics; Social media; Media studies; Gender studies; Intersectionality; The Internet; Digital media; Political science; Law; Computer science; World Wide Web","score_opus":0.03979074413017012,"score_gpt":0.30280988561759786,"score_spread":0.2630191414874277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387995650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7133504,0.001108049,0.002402948,0.010050455,0.00023252073,0.000023188752,0.00012763549,0.00005501488,0.27264982],"genre_scores_gemma":[0.9856631,0.00032268133,0.00021690386,0.0004156014,0.00006423527,0.000012293609,0.000022756913,0.000047929334,0.013234357],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99848586,0.00087889243,0.000021062833,0.0001497847,0.00019941726,0.00026500685],"domain_scores_gemma":[0.9982855,0.0011530095,0.00020096208,0.000117106385,0.000074025134,0.00016933406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012882279,0.00026198642,0.00017963722,0.00117165,0.0077100215,0.006613811,0.00046511332,0.0009303639,0.007568483],"category_scores_gemma":[0.0027656516,0.0002034871,0.0001441438,0.0013609476,0.017510107,0.00555864,0.004509799,0.0017093648,0.00044799648],"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":[0.0001568517,0.000048145266,0.009711037,0.000110053006,0.000018053906,0.0010908437,0.7141386,0.00013608926,0.0028663562,0.22077788,0.011327333,0.039618686],"study_design_scores_gemma":[0.000004700784,0.000048342125,0.017301306,0.00020152293,0.0000137312,0.0005084534,0.6808601,0.00014297095,0.0023809003,0.01348359,0.2850219,0.000032538795],"about_ca_topic_score_codex":0.010307829,"about_ca_topic_score_gemma":0.031663798,"teacher_disagreement_score":0.010307829,"about_ca_system_score_codex":0.0022072953,"about_ca_system_score_gemma":0.0009876643,"threshold_uncertainty_score":0.0253191},"labels":[],"label_agreement":null},{"id":"W4390117265","doi":"10.1177/20563051231220330","title":"Falling for Russian Propaganda: Understanding the Factors that Contribute to Belief in Pro-Kremlin Disinformation on Social Media","year":2023,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Disinformation; Mainstream; Social media; Political science; Politics; Sociology; Media studies; Law","score_opus":0.18074489230477933,"score_gpt":0.35521519543682234,"score_spread":0.174470303132043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390117265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99702066,0.00013076198,0.00009548193,0.0006708658,0.0000044404132,0.000004846966,0.000030236159,0.0000010881057,0.00204151],"genre_scores_gemma":[0.9995801,0.00011108683,0.00004728918,0.000051693194,0.000005637496,0.0000022370455,0.000024983849,6.653083e-7,0.00017639452],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991417,0.00037657612,0.000056273955,0.000090382404,0.00015802647,0.00017708068],"domain_scores_gemma":[0.98929274,0.004570374,0.0045924797,0.00040426504,0.00048176394,0.00065836986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018168135,0.00023677653,0.00021966414,0.0010730855,0.00090929633,0.0022008542,0.0002971182,0.00072754134,0.0034499085],"category_scores_gemma":[0.011018043,0.0002297896,0.00032563414,0.00067725265,0.001274798,0.0016987781,0.0010992215,0.0014430713,0.00033124042],"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":[0.00004523402,0.00015474792,0.96796507,0.000033069624,0.00004288491,0.000121446355,0.021151211,0.000061051054,0.00026894812,0.0010485662,0.00019902304,0.00890884],"study_design_scores_gemma":[0.0000033426134,0.000047063277,0.9672696,0.00006359704,0.00003188001,0.00010569433,0.030307317,0.0005331486,0.0001267824,0.000507567,0.0009958784,0.000008120944],"about_ca_topic_score_codex":0.010693727,"about_ca_topic_score_gemma":0.013551022,"teacher_disagreement_score":0.010693727,"about_ca_system_score_codex":0.0007478327,"about_ca_system_score_gemma":0.0009074191,"threshold_uncertainty_score":0.021262944},"labels":[],"label_agreement":null},{"id":"W4391054301","doi":"10.1177/20563051231224723","title":"Disinformation-for-Hire as Everyday Digital Labor: Introduction to the Special Issue","year":2024,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Carnegie Corporation of New York","keywords":"Disinformation; Context (archaeology); Politics; Everyday life; Digital media; Political science; Production (economics); Sociology; Social media; Economics; Law","score_opus":0.008473250937130234,"score_gpt":0.2604946537355261,"score_spread":0.25202140279839585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391054301","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":[0.003576413,0.10922496,0.005036312,0.25016487,0.47494465,0.00016928493,0.00058667903,0.00020369966,0.15609317],"genre_scores_gemma":[0.036753662,0.11642327,0.00288248,0.06654708,0.64321434,0.0004965951,0.00067244965,0.00056620967,0.13244396],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99899095,0.00032080457,0.00007243338,0.00019190676,0.00028887024,0.00013501388],"domain_scores_gemma":[0.99611616,0.002348752,0.0002431103,0.00017610526,0.0005666204,0.0005492376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013765299,0.0012019571,0.0009766485,0.0028195223,0.0039779847,0.008032359,0.0011531756,0.0050438847,0.021868203],"category_scores_gemma":[0.004675758,0.00045689262,0.0007658281,0.0022465545,0.004599608,0.0067511,0.0050962893,0.009648408,0.0061699036],"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":[0.000016949289,0.00005956457,0.0005851599,0.0004481104,0.000006119652,0.00012885286,0.0027277814,0.00007051227,0.00020978368,0.057841953,0.9043059,0.033599373],"study_design_scores_gemma":[0.0000020819582,0.000017011038,0.0009391409,0.00050313515,0.0000030719532,0.000109305765,0.0011458014,0.000056256344,0.000043776607,0.0055179093,0.9916517,0.000010762936],"about_ca_topic_score_codex":0.0022155917,"about_ca_topic_score_gemma":0.0036644936,"teacher_disagreement_score":0.021868203,"about_ca_system_score_codex":0.0025276032,"about_ca_system_score_gemma":0.0020821781,"threshold_uncertainty_score":0.07315642},"labels":[],"label_agreement":null},{"id":"W4391283384","doi":"10.1177/20563051231224269","title":"Identifying Dark Patterns in User Account Disabling Interfaces: Content Analysis Results","year":2024,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Content (measure theory); Computer science; Human–computer interaction; Mathematics","score_opus":0.11459467247735408,"score_gpt":0.36315682282370454,"score_spread":0.24856215034635046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391283384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9772964,0.00025786905,0.011095354,0.000341111,0.000027283233,0.0006473153,0.0016937105,0.00011728471,0.008523699],"genre_scores_gemma":[0.98124194,0.000245069,0.013422227,0.00026656338,0.000033482193,0.0010790371,0.0016021389,0.00014317861,0.001966294],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99132746,0.004519562,0.0007833071,0.0009975134,0.0018379329,0.0005341812],"domain_scores_gemma":[0.92998224,0.053680073,0.005604401,0.0042019277,0.0057179006,0.00081349397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006668654,0.00048165224,0.00038519473,0.00441751,0.0020258443,0.0038785199,0.0006760687,0.0007602518,0.0017991422],"category_scores_gemma":[0.050843764,0.00028393534,0.00044074844,0.004527424,0.0029776276,0.004442926,0.003203479,0.0010901255,0.00046651353],"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":[0.00057991076,0.00040664672,0.33550897,0.002202996,0.00008410337,0.0006697058,0.4949448,0.0005026661,0.011995244,0.015896482,0.0052400245,0.13196851],"study_design_scores_gemma":[0.00004165159,0.0002943684,0.47941977,0.0015472131,0.00019641692,0.00096203503,0.4227366,0.009879753,0.011970143,0.011814928,0.0609391,0.00019806951],"about_ca_topic_score_codex":0.0039688433,"about_ca_topic_score_gemma":0.0055488674,"teacher_disagreement_score":0.006668654,"about_ca_system_score_codex":0.0019885558,"about_ca_system_score_gemma":0.0016043419,"threshold_uncertainty_score":0.03526765},"labels":[],"label_agreement":null},{"id":"W4392665797","doi":"10.1177/20563051241228584","title":"Digital Affect Culture and the Logics of Melodrama: Online Polarization and the January 6 Capitol Riots through the Lens of Genre and Affective Discourse Analysis","year":2024,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Affect (linguistics); Through-the-lens metering; Lens (geology); Polarization (electrochemistry); Affect theory; Sociology; Media studies; Psychology; Communication; Optics; Social psychology; Physics; Chemistry","score_opus":0.018242925926003902,"score_gpt":0.3098172052192425,"score_spread":0.2915742792932386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392665797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79820365,0.0016327256,0.004747392,0.008290728,0.00032295164,0.00004215445,0.00008700925,0.000034968103,0.18663841],"genre_scores_gemma":[0.99711514,0.00027703634,0.00036391837,0.0001885577,0.00008537068,0.00002149169,0.0000145921285,0.00001688381,0.0019170056],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99795735,0.001451718,0.0000459644,0.0001321733,0.00024067574,0.00017211838],"domain_scores_gemma":[0.99696225,0.0020520217,0.0003854559,0.0002020681,0.00016528959,0.00023290768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022481272,0.00031215005,0.00018296088,0.0019997947,0.0054608746,0.009463637,0.00054099737,0.00080239703,0.0021647967],"category_scores_gemma":[0.0060842657,0.00017045149,0.00016526578,0.0015817492,0.011764858,0.005791989,0.0042413375,0.0018067608,0.00017024472],"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":[0.00007288373,0.000044468416,0.009760658,0.00009770571,0.0000126527375,0.0005868527,0.8209355,0.000108506574,0.0013649517,0.14195263,0.0020609547,0.023002183],"study_design_scores_gemma":[0.000007827143,0.00004236627,0.024271503,0.00023243856,0.000015080956,0.00048843987,0.8289111,0.0004909934,0.0013289036,0.025926108,0.11826068,0.000024635436],"about_ca_topic_score_codex":0.0016946234,"about_ca_topic_score_gemma":0.0029800818,"teacher_disagreement_score":0.009463637,"about_ca_system_score_codex":0.0020218242,"about_ca_system_score_gemma":0.00076576136,"threshold_uncertainty_score":0.014669418},"labels":[],"label_agreement":null},{"id":"W4402896452","doi":"10.1177/20563051241283426","title":"Out With the Hero: How TikTok Everyday Stories Are Re-writing the Arctic","year":2024,"lang":"en","type":"article","venue":"Social Media + Society","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":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal; Université Laval","funders":"","keywords":"HERO; Arctic; The arctic; Aesthetics; Literature; Art; Oceanography; Geology","score_opus":0.05212773287626857,"score_gpt":0.31215807065835366,"score_spread":0.26003033778208506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402896452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8933381,0.0013685169,0.00399255,0.005954902,0.0005635819,0.00006114129,0.00015900536,0.00013911931,0.09442308],"genre_scores_gemma":[0.9831949,0.0006288351,0.001220164,0.00059053575,0.00007246368,0.00002573647,0.00007422066,0.00023299232,0.013960136],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99534446,0.0031819304,0.00009462255,0.0003842312,0.0005110385,0.00048375668],"domain_scores_gemma":[0.9955923,0.0025593706,0.00040086487,0.0002856147,0.00041538707,0.0007463595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003094291,0.0009350681,0.00040968676,0.0019025691,0.016240738,0.012416368,0.0014493032,0.0018756872,0.0047826883],"category_scores_gemma":[0.009783488,0.00048063084,0.00041212753,0.0012559604,0.013999769,0.009176257,0.006600146,0.003444881,0.0013179184],"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":[0.000013874681,0.000007797143,0.00093261054,0.000033812186,0.0000034137308,0.00065303297,0.99267983,0.000016714033,0.00032992868,0.0022427277,0.00082653353,0.0022597022],"study_design_scores_gemma":[0.0000016630796,0.000016202384,0.0010171294,0.00009545592,0.0000075591934,0.00084279326,0.9518087,0.000079339385,0.00036665454,0.00081877847,0.044928588,0.000017057095],"about_ca_topic_score_codex":0.011960297,"about_ca_topic_score_gemma":0.033536423,"teacher_disagreement_score":0.016240738,"about_ca_system_score_codex":0.0030165538,"about_ca_system_score_gemma":0.0016983803,"threshold_uncertainty_score":0.02378136},"labels":[],"label_agreement":null},{"id":"W4403203087","doi":"10.1177/20563051241286700","title":"The Influence of BookTok on Literary Criticisms and Diversity","year":2024,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Digital Games and Media","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Diversity (politics); Epistemology; Sociology; Philosophy; Anthropology","score_opus":0.017843314951044194,"score_gpt":0.28325882120407475,"score_spread":0.26541550625303056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403203087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83644974,0.0023647659,0.0010697225,0.0045320853,0.00025944973,0.00004078116,0.00008497919,0.000066143744,0.15513235],"genre_scores_gemma":[0.9921456,0.00051199103,0.00018772748,0.00039506523,0.00017034328,0.000019203448,0.00003299397,0.0000833844,0.0064536836],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98447555,0.0078359535,0.0005477492,0.0013701634,0.0049247737,0.0008458787],"domain_scores_gemma":[0.93335986,0.04606916,0.009424374,0.0031079534,0.004432353,0.0036062791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006881894,0.00038004032,0.0007089894,0.004667377,0.011796205,0.02424642,0.001597386,0.001390781,0.006948127],"category_scores_gemma":[0.048313525,0.00041032094,0.00038214176,0.0036818744,0.01860159,0.008384048,0.0113770105,0.0025740322,0.0010331593],"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":[0.00011271224,0.00008464748,0.05062261,0.00033969284,0.00006773032,0.001806801,0.88459337,0.00008907339,0.0011580808,0.016810127,0.0053982646,0.038916945],"study_design_scores_gemma":[0.000030720817,0.00010168793,0.08375785,0.0011624169,0.000082259445,0.0022190097,0.76269203,0.00039412847,0.001330391,0.009336301,0.13878289,0.000110333225],"about_ca_topic_score_codex":0.003164536,"about_ca_topic_score_gemma":0.0059095784,"teacher_disagreement_score":0.02424642,"about_ca_system_score_codex":0.004707195,"about_ca_system_score_gemma":0.0022115884,"threshold_uncertainty_score":0.03639537},"labels":[],"label_agreement":null},{"id":"W4403845689","doi":"10.1177/20563051241290334","title":"It’s Fine If Others Do It Too: Privacy Concerns, Social Influence, and Political Expression on Facebook in Canada, France, Germany, the United Kingdom, and the United States","year":2024,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Politics; Kingdom; Political science; Internet privacy; Social media; Sociology; Media studies; Law; Computer science","score_opus":0.03142068136456197,"score_gpt":0.31147004192381994,"score_spread":0.280049360559258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403845689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98969626,0.00029244326,0.00007168681,0.001279183,0.000013582655,0.0000170188,0.0001273102,0.000003852432,0.008498609],"genre_scores_gemma":[0.99838054,0.00016422015,0.00005006989,0.00015212351,0.0000047678136,0.0000062713525,0.00007919515,0.0000035227813,0.0011593342],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969998,0.0008072528,0.000095069794,0.0002532669,0.00092886854,0.0009157795],"domain_scores_gemma":[0.9903374,0.003155726,0.0020373324,0.00029452314,0.0022836067,0.0018915072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028119483,0.00022034212,0.00040489872,0.0019577732,0.007842239,0.005618824,0.0005446253,0.00066698197,0.0024292588],"category_scores_gemma":[0.009988652,0.00018914936,0.0002597767,0.0031481017,0.004884418,0.0012566635,0.0018012363,0.0011836811,0.00019591497],"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":[0.00017623242,0.00016137917,0.8316649,0.00005884195,0.00006199344,0.00036580235,0.13785793,0.00032028218,0.0003806871,0.0057451427,0.004233307,0.018973561],"study_design_scores_gemma":[0.0000122609,0.000026427733,0.8281404,0.00011119173,0.000035260597,0.00007048068,0.15710704,0.00060435163,0.00030497072,0.0003298438,0.013212135,0.000045612895],"about_ca_topic_score_codex":0.9613635,"about_ca_topic_score_gemma":0.97745,"teacher_disagreement_score":0.038636506,"about_ca_system_score_codex":0.029726628,"about_ca_system_score_gemma":0.021699222,"threshold_uncertainty_score":0.21568274},"labels":[],"label_agreement":null},{"id":"W4404715931","doi":"10.1177/20563051241301200","title":"Becoming Spectral: Toward a Media History of Ghosting","year":2024,"lang":"en","type":"article","venue":"Social Media + Society","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":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Vampire; Ghosting; Disconnection; Ambivalence; Social media; Sociology; Immediacy; Media studies; Aesthetics; Public relations; Social psychology; Psychology; Political science; Computer science; Epistemology; Law; Literature; Art","score_opus":0.09799701798830135,"score_gpt":0.323761339951806,"score_spread":0.22576432196350465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404715931","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":[0.3030274,0.027659068,0.007671204,0.06809026,0.0023029859,0.000049099537,0.00017342079,0.00011792586,0.59090865],"genre_scores_gemma":[0.96375066,0.008039539,0.0012371162,0.003524189,0.00086768944,0.00003414914,0.00006110811,0.00011883162,0.022366725],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976745,0.001434228,0.00005681011,0.000216903,0.00031658405,0.00030094333],"domain_scores_gemma":[0.9922444,0.00583176,0.0005449181,0.00045900317,0.0004904088,0.0004294824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034161345,0.0005384753,0.0003063812,0.004712101,0.014076249,0.012818384,0.0011715519,0.0040141707,0.007340467],"category_scores_gemma":[0.006698731,0.0005209049,0.0001808085,0.0031598045,0.03888959,0.017889643,0.006279804,0.0054651834,0.0005634658],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038890976,0.000023481196,0.0013781096,0.00010746595,0.0000030465983,0.00063159683,0.48458552,0.000052199997,0.0003382926,0.48986888,0.0047118785,0.018260581],"study_design_scores_gemma":[0.000008142446,0.000035087134,0.0023246752,0.0006957971,0.0000098015935,0.0010065709,0.2775694,0.00020338905,0.00086492574,0.0482765,0.66896975,0.00003595649],"about_ca_topic_score_codex":0.016072344,"about_ca_topic_score_gemma":0.023742957,"teacher_disagreement_score":0.016072344,"about_ca_system_score_codex":0.0072443695,"about_ca_system_score_gemma":0.002662319,"threshold_uncertainty_score":0.05256176},"labels":[],"label_agreement":null},{"id":"W4405242549","doi":"10.1177/20563051241304493","title":"Torrential Twitter? Measuring the Severity of Harassment When Canadian Female Politicians Tweet About Climate Change","year":2024,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Harassment; Social media; Climate change; Political science; Geology; Oceanography","score_opus":0.08595616812899562,"score_gpt":0.3320362824071246,"score_spread":0.246080114278129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405242549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97304654,0.00007031701,0.00038799702,0.0009930455,0.000055627243,0.00007604025,0.00085972605,0.000024121318,0.024486436],"genre_scores_gemma":[0.9938076,0.00012050901,0.00042515076,0.00022088148,0.000020678332,0.00005130882,0.0004830015,0.00000847352,0.0048622782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808455,0.00047886898,0.00006602782,0.00013225319,0.000817152,0.00042110382],"domain_scores_gemma":[0.99377936,0.0010092657,0.0017877067,0.00034626163,0.0022779473,0.0007995661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015858964,0.00027531508,0.00022108392,0.001718092,0.0037284384,0.00248288,0.00062625296,0.00054719415,0.0054057767],"category_scores_gemma":[0.0112393135,0.00017816933,0.00027035462,0.0017280846,0.0012204226,0.0009265684,0.0011515975,0.00080345746,0.0011565149],"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":[0.00019942987,0.00009797339,0.9207297,0.000074960364,0.00005523105,0.0001295981,0.030383106,0.00018688681,0.0013115949,0.0013481039,0.009239939,0.036243577],"study_design_scores_gemma":[0.000008320549,0.00005639947,0.9268026,0.000064968845,0.000031545736,0.0000772776,0.05851042,0.00088821776,0.0007867335,0.00022396845,0.012497792,0.00005176232],"about_ca_topic_score_codex":0.7795451,"about_ca_topic_score_gemma":0.86672324,"teacher_disagreement_score":0.22045487,"about_ca_system_score_codex":0.0069151986,"about_ca_system_score_gemma":0.0051814113,"threshold_uncertainty_score":0.4435063},"labels":[],"label_agreement":null},{"id":"W4406774802","doi":"10.1177/20563051251313844","title":"Toxic Communication on TikTok: Sigma Masculinities and Gendered Disinformation","year":2025,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Disinformation; Sigma; Sociology; Political science; Social media; Physics; Astronomy; Law","score_opus":0.0168391676874907,"score_gpt":0.24433624942039023,"score_spread":0.22749708173289954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406774802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9346959,0.00059086084,0.004806329,0.0017417467,0.00011577052,0.000036425612,0.00010969612,0.000059063008,0.05784418],"genre_scores_gemma":[0.993461,0.00024922352,0.00056381215,0.00021860735,0.000026211412,0.000015734491,0.000034998393,0.000030701285,0.005399854],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988908,0.00051748793,0.000041784995,0.00009072721,0.00030530422,0.0001538804],"domain_scores_gemma":[0.9957522,0.0025836045,0.0008451664,0.0002638416,0.00027345069,0.00028163145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001333104,0.00035736035,0.00016283171,0.0011349476,0.003055855,0.0030780581,0.0003364405,0.00068058644,0.005507098],"category_scores_gemma":[0.0054022297,0.00016802018,0.00014991386,0.0007042332,0.0052074413,0.0032495244,0.0030386078,0.0009917624,0.0005088807],"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":[0.00022857737,0.00007406687,0.05379489,0.0005130793,0.000025589356,0.002917114,0.81408334,0.00019637196,0.015762094,0.039315093,0.00381797,0.06927181],"study_design_scores_gemma":[0.000009558322,0.00030137942,0.043098122,0.0007849066,0.000051034945,0.0037048352,0.7824304,0.000719006,0.011754175,0.010293546,0.14676847,0.00008449767],"about_ca_topic_score_codex":0.0017325825,"about_ca_topic_score_gemma":0.0038066362,"teacher_disagreement_score":0.005507098,"about_ca_system_score_codex":0.0012235671,"about_ca_system_score_gemma":0.00089427305,"threshold_uncertainty_score":0.01842314},"labels":[],"label_agreement":null},{"id":"W4407880084","doi":"10.1177/20563051251320697","title":"Social Data Migration Concept: Analyzing Transborder Data Flows in the Post-Industrial Economy","year":2025,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Economic geography; Social economy; Economic system; Economy; Business; Economics; Market economy","score_opus":0.10651555453536114,"score_gpt":0.3602893447589633,"score_spread":0.25377379022360214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407880084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82456684,0.00286811,0.05103933,0.049966972,0.0008258963,0.00029963002,0.00053361926,0.000064660155,0.06983495],"genre_scores_gemma":[0.9828204,0.001748431,0.010500816,0.0012488427,0.00020693548,0.00026164533,0.00017538686,0.00002626452,0.0030112597],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99648273,0.0024671885,0.000115488656,0.00022476992,0.00038743243,0.00032245353],"domain_scores_gemma":[0.9935282,0.004099629,0.0011242917,0.0003190376,0.0005374681,0.00039136538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004555962,0.0003241091,0.00029282374,0.0044042296,0.0042802463,0.0070519256,0.00096824666,0.001958749,0.0021861307],"category_scores_gemma":[0.0107054375,0.0001408608,0.000506691,0.009247811,0.008193139,0.009342125,0.0047782892,0.0022027704,0.00018882554],"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":[0.000067570894,0.00019688279,0.058481254,0.00029878487,0.00004289746,0.0012897442,0.19821437,0.0015184456,0.0005069289,0.66676134,0.0083739245,0.06424788],"study_design_scores_gemma":[0.000013722063,0.00007250004,0.05587339,0.00088733155,0.000031758187,0.0007378365,0.61079884,0.008058915,0.000792593,0.18543324,0.13726014,0.000039748196],"about_ca_topic_score_codex":0.0059104357,"about_ca_topic_score_gemma":0.008254553,"teacher_disagreement_score":0.0070519256,"about_ca_system_score_codex":0.0033534502,"about_ca_system_score_gemma":0.005989961,"threshold_uncertainty_score":0.024331093},"labels":[],"label_agreement":null},{"id":"W4408365171","doi":"10.1177/20563051251322254","title":"Mobilization and Latency Dynamics in the #StopLine3 Discourse","year":2025,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mobilization; Dynamics (music); Latency (audio); Political science; Computer science; Sociology; Telecommunications; Law","score_opus":0.018587546589704268,"score_gpt":0.34623659872415874,"score_spread":0.3276490521344545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408365171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94172823,0.00045736527,0.0025177603,0.0032163234,0.00006256174,0.000057142122,0.00045814362,0.000069255344,0.05143331],"genre_scores_gemma":[0.9955609,0.00017416786,0.0004924713,0.00017933239,0.000027346421,0.00005031869,0.00017344997,0.0000443715,0.003297775],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9978263,0.0009032235,0.0000852778,0.00032569023,0.0005141585,0.00034535042],"domain_scores_gemma":[0.99276626,0.004560283,0.0011401207,0.0003212684,0.00076138775,0.00045051338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002550762,0.0003329774,0.000249128,0.0027657014,0.005031518,0.0062357164,0.0006127736,0.0012161337,0.0059817703],"category_scores_gemma":[0.010676791,0.00026741013,0.00022050961,0.0024803681,0.005757719,0.005880508,0.004023594,0.001104423,0.0007682402],"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":[0.00047386397,0.00006697933,0.052948926,0.00029339388,0.000031751362,0.0009038951,0.84699225,0.00045618173,0.010177678,0.04874732,0.004827574,0.034080237],"study_design_scores_gemma":[0.000035871395,0.00012789787,0.09199787,0.0003860719,0.00003097721,0.00025791273,0.7303697,0.0012279113,0.0027616587,0.009746069,0.16294959,0.00010847555],"about_ca_topic_score_codex":0.037117753,"about_ca_topic_score_gemma":0.05103935,"teacher_disagreement_score":0.037117753,"about_ca_system_score_codex":0.006082605,"about_ca_system_score_gemma":0.00250666,"threshold_uncertainty_score":0.073803425},"labels":[],"label_agreement":null},{"id":"W4408817077","doi":"10.1177/20563051251329692","title":"Platform Imperialism Theory From the Asian Perspectives","year":2025,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sociology","score_opus":0.01895637219956483,"score_gpt":0.30491463172128297,"score_spread":0.28595825952171816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408817077","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":[0.05356192,0.0025629667,0.013900424,0.004512751,0.0001880677,0.00003223568,0.000027086926,0.000015390131,0.9251992],"genre_scores_gemma":[0.97226024,0.0020813735,0.002250412,0.00040721748,0.00013936945,0.00005751162,0.000020405505,0.000022205295,0.022761408],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998958,0.00047032043,0.000049030717,0.00013323736,0.00021849437,0.00017091089],"domain_scores_gemma":[0.99912053,0.00037709752,0.00010789023,0.000100001256,0.00014178806,0.00015275458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015084638,0.0005102351,0.00030839923,0.0016242594,0.0030104106,0.007011746,0.0007770708,0.0010496705,0.0072329827],"category_scores_gemma":[0.0015286576,0.00018607614,0.00040960632,0.0013377424,0.014531611,0.008576626,0.0045913416,0.0020303107,0.0006967862],"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":[0.0000044182902,0.000005818965,0.00018603286,0.000027739929,0.0000038963617,0.000096075906,0.0039009873,0.0001199629,0.000054129767,0.9932423,0.00032822485,0.002030453],"study_design_scores_gemma":[0.00002334011,0.00004362162,0.0014779186,0.0002453624,0.000022747272,0.00047147262,0.017402377,0.0020542853,0.00045593566,0.87174106,0.106046684,0.000015156519],"about_ca_topic_score_codex":0.002422371,"about_ca_topic_score_gemma":0.0019246826,"teacher_disagreement_score":0.0072329827,"about_ca_system_score_codex":0.002904863,"about_ca_system_score_gemma":0.0019363464,"threshold_uncertainty_score":0.024196804},"labels":[],"label_agreement":null},{"id":"W4408877544","doi":"10.1177/20563051251328096","title":"Platformization’s Elsewheres: Japanese Convenience Stores and the Platform Economy","year":2025,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Business; Sharing economy; Commerce; World Wide Web; Computer science","score_opus":0.014109356298776026,"score_gpt":0.25439027689754645,"score_spread":0.24028092059877043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408877544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68948144,0.0015335074,0.0040128706,0.008303529,0.0002587611,0.000035551348,0.000064535794,0.00003614631,0.29627377],"genre_scores_gemma":[0.98877627,0.00044409948,0.000400635,0.00044198433,0.000039859475,0.000011437708,0.000017246244,0.00001722294,0.009851251],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9993319,0.00021224785,0.000026065944,0.000076357865,0.000090129644,0.0002632253],"domain_scores_gemma":[0.99916744,0.00014328538,0.00014110471,0.00011367228,0.00018116512,0.00025325248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012810908,0.00037843763,0.00018020386,0.0009465366,0.007907329,0.008796516,0.00043360383,0.0011429541,0.0057177464],"category_scores_gemma":[0.0011986084,0.0002803363,0.00029622103,0.0014329957,0.015490845,0.008459059,0.006902008,0.0019037684,0.00039169154],"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":[0.00009905938,0.00007028919,0.013118281,0.00016593613,0.000016184733,0.0018167559,0.44737697,0.00012291642,0.0015080924,0.5111001,0.004498523,0.020106908],"study_design_scores_gemma":[0.000023327117,0.00015215775,0.04258707,0.000319821,0.000047977835,0.00082852796,0.7135683,0.0006024996,0.0013327051,0.045531657,0.19488476,0.00012129559],"about_ca_topic_score_codex":0.027004503,"about_ca_topic_score_gemma":0.037695084,"teacher_disagreement_score":0.027004503,"about_ca_system_score_codex":0.0037551355,"about_ca_system_score_gemma":0.0029941993,"threshold_uncertainty_score":0.053694665},"labels":[],"label_agreement":null},{"id":"W4408969550","doi":"10.1177/20563051251330667","title":"Fashioning Identity: A Technocultural Analysis of Igbo Women Designers’ Self-Presentation on Instagram","year":2025,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Igbo; Presentation (obstetrics); Identity (music); Gender studies; Sociology; Psychology; Art; Aesthetics; Linguistics; Medicine; Philosophy","score_opus":0.01889042838545013,"score_gpt":0.3132822154441847,"score_spread":0.2943917870587346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408969550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97302455,0.0002851677,0.0024860867,0.00042159608,0.00004470074,0.00006286884,0.000035207115,0.000012160455,0.023627825],"genre_scores_gemma":[0.9917489,0.0003031994,0.001342154,0.000105538886,0.000014292509,0.00006279242,0.000026532209,0.000037230035,0.006359328],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99722004,0.0018674742,0.00008611826,0.00020161575,0.00032400328,0.00030069237],"domain_scores_gemma":[0.9954482,0.0032110845,0.00040726524,0.00027538303,0.00046542496,0.0001926602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052755554,0.00051413383,0.00029586515,0.003182529,0.0057621365,0.0062230406,0.0006310765,0.0007865802,0.0029125398],"category_scores_gemma":[0.006062054,0.00036280983,0.0002651021,0.001945529,0.0056712176,0.0033207734,0.003018126,0.001099652,0.00037257888],"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":[0.000025842333,0.00002193524,0.004437177,0.00005079641,0.0000018178563,0.00032161135,0.9818196,0.0000148689305,0.001229828,0.003273768,0.00017391608,0.008628784],"study_design_scores_gemma":[0.0000021861988,0.00003014445,0.0056326813,0.00010052769,0.0000055986916,0.00020522559,0.9771761,0.00009869733,0.0010525737,0.0006468126,0.0150387585,0.000010627846],"about_ca_topic_score_codex":0.0029038275,"about_ca_topic_score_gemma":0.0073654386,"teacher_disagreement_score":0.0062230406,"about_ca_system_score_codex":0.0024902616,"about_ca_system_score_gemma":0.0016636407,"threshold_uncertainty_score":0.02790016},"labels":[],"label_agreement":null},{"id":"W4412416668","doi":"10.1177/20563051251355456","title":"Knowing Your Users by Heart: A Critical Examination of the Scientific Research on Emotions Conducted by Social Media Platforms","year":2025,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Sentiment Analysis and Opinion Mining","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Institut National de la Recherche Scientifique; Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Social media; Psychology; Internet privacy; Sociology; Advertising; Computer science; World Wide Web; Business","score_opus":0.12098166310126988,"score_gpt":0.3891509214502285,"score_spread":0.2681692583489586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412416668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42311138,0.15531349,0.044949353,0.2696738,0.006458892,0.00070495554,0.00066183717,0.00015343518,0.09897279],"genre_scores_gemma":[0.9171386,0.0487876,0.009580208,0.017214932,0.0027466856,0.00058411114,0.00016680387,0.00022885873,0.0035521863],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9675742,0.02334566,0.0014378562,0.0022979334,0.0043585035,0.0009858849],"domain_scores_gemma":[0.6934048,0.28045037,0.0063753636,0.004664816,0.013950205,0.0011544534],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.054765776,0.0009796956,0.0008865982,0.015050609,0.009427104,0.016668128,0.0015185066,0.0035267381,0.0016012646],"category_scores_gemma":[0.1045036,0.0006259898,0.00073860236,0.007586107,0.030168835,0.021646556,0.0066990703,0.0071973647,0.00035718764],"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":[0.00007448778,0.000034460358,0.0040404582,0.00188001,0.00005974739,0.0008102983,0.8343582,0.00008624376,0.0016121792,0.08026004,0.007652883,0.0691311],"study_design_scores_gemma":[0.000009780123,0.00006458329,0.0074014687,0.0073754266,0.000073967894,0.00076135143,0.7891028,0.0004460854,0.0017876059,0.03658,0.15631421,0.0000826993],"about_ca_topic_score_codex":0.0025555901,"about_ca_topic_score_gemma":0.0039340504,"teacher_disagreement_score":0.94523424,"about_ca_system_score_codex":0.0070833443,"about_ca_system_score_gemma":0.006642041,"threshold_uncertainty_score":0.28963256},"labels":[],"label_agreement":null},{"id":"W6903661735","doi":"10.1177/20563051251358754","title":"“Stop Being so Fkn Soft”: Masculinity, Politics, and the Acceptance of Gender-Based Online Violence Myths Among Young Canadian Men","year":2025,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cape Breton University; Western University; Royal Roads University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Ideology; Mythology; Narrative; Politics; Perception; Leverage (statistics); Political violence","score_opus":0.02044917135690708,"score_gpt":0.2906307489795987,"score_spread":0.27018157762269157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6903661735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907532,0.0006497836,0.00010362802,0.0012795571,0.000038060647,0.000027257793,0.000119448145,0.000003924364,0.007025119],"genre_scores_gemma":[0.99740416,0.00043910748,0.00008310827,0.0002782567,0.000007902205,0.000011190285,0.000050808107,0.000005285523,0.0017202183],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99781954,0.00036625532,0.000066670225,0.00015128622,0.0007843339,0.0008119454],"domain_scores_gemma":[0.9966061,0.000757678,0.000793808,0.00010330114,0.0008528581,0.0008861702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026565455,0.00042104255,0.0004538032,0.0017988228,0.012968036,0.005548254,0.001192555,0.0010208421,0.0049489457],"category_scores_gemma":[0.0067005525,0.00048871635,0.0004547401,0.0020139539,0.0067536207,0.0015505953,0.0027950665,0.0018026567,0.00030097365],"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":[0.00008836163,0.000085682084,0.29299963,0.000109422166,0.000033294185,0.0004539668,0.6833662,0.000046836856,0.0006902122,0.002637766,0.0018512036,0.017637476],"study_design_scores_gemma":[0.0000034785257,0.000035615074,0.16515523,0.00016493627,0.00002273724,0.00015065947,0.8247716,0.00009228531,0.00014692235,0.00021107904,0.009201631,0.00004389666],"about_ca_topic_score_codex":0.9513191,"about_ca_topic_score_gemma":0.9777534,"teacher_disagreement_score":0.0486809,"about_ca_system_score_codex":0.018673021,"about_ca_system_score_gemma":0.029307894,"threshold_uncertainty_score":0.13548285},"labels":[],"label_agreement":null},{"id":"W7083624414","doi":"10.1177/20563051251366907","title":"After Twitter: Fragmentation, Platform Polities and Protective Sociality","year":2025,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Agriculture, Water, and Health","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Social media; Politics; Social relation; Timeline; Sociality; Social movement; Set (abstract data type); Relation (database); Closure (psychology)","score_opus":0.014125749086941912,"score_gpt":0.2597881750843395,"score_spread":0.24566242599739757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7083624414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7629677,0.0062494585,0.011062749,0.033423796,0.00040476833,0.000064899854,0.00015056964,0.00012615153,0.18555],"genre_scores_gemma":[0.9939809,0.0008881514,0.0005399185,0.0008690867,0.000112043745,0.00002289044,0.00003856679,0.000039761824,0.003508661],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9974179,0.0010852339,0.000073607414,0.00035121996,0.00057862443,0.000493394],"domain_scores_gemma":[0.9952538,0.0023454553,0.0010343667,0.00043186313,0.00034568398,0.000588861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031626008,0.00029994932,0.0003523803,0.0029570593,0.009017773,0.011784267,0.0007523223,0.0014801268,0.004465149],"category_scores_gemma":[0.0059065707,0.0002507611,0.0003107281,0.0026052971,0.03311001,0.019337982,0.011568684,0.0024491164,0.00047716906],"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":[0.00012395765,0.000039104634,0.0186579,0.00020250559,0.000023151368,0.0008975156,0.4511394,0.00023270371,0.001966167,0.4813652,0.0036957557,0.041656636],"study_design_scores_gemma":[0.000018024819,0.0001087158,0.045818385,0.00062538893,0.000036571008,0.0008263901,0.46863717,0.0005807739,0.0014877478,0.23865521,0.2431447,0.00006097636],"about_ca_topic_score_codex":0.005314206,"about_ca_topic_score_gemma":0.005641141,"teacher_disagreement_score":0.011784267,"about_ca_system_score_codex":0.004384859,"about_ca_system_score_gemma":0.00252976,"threshold_uncertainty_score":0.031814516},"labels":[],"label_agreement":null}]}