{"meta":{"query_hash":"85845da2af08","filters":{"venue":"International Communication Gazette"},"cohort_total":46,"direct_labels_cover":0,"predictions_cover":46,"exported":46,"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/85845da2af08","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Communication+Gazette"},"results":[{"id":"W1996451076","doi":"10.1177/1748048509339786","title":"Can Peace Journalism Make Progress?","year":2009,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Journalism; Framing (construction); Newspaper; Sociology; Citizen journalism; Salience (neuroscience); Media studies; Empirical research; Political science; Social science; Law; Epistemology; History; Psychology","score_opus":0.026545550299932642,"score_gpt":0.3616354261891415,"score_spread":0.33508987588920885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996451076","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02320046,0.00161726,0.0004665796,0.5522644,0.0002627717,0.00024325804,0.000009251317,0.00020299478,0.42173305],"genre_scores_gemma":[0.98729146,0.0027355056,0.003283315,0.0021989655,0.00017405135,0.000026358064,0.000106983425,0.00000847262,0.0041748867],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822706,0.00047023428,0.00035015424,0.00014781268,0.00059913273,0.00020560132],"domain_scores_gemma":[0.9981732,0.00013123649,0.00026536873,0.0008043114,0.0005152293,0.00011068595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011583741,0.00010015495,0.000102340695,0.00018003269,0.0008707416,0.0003956471,0.0018223351,0.000097882876,0.00037319312],"category_scores_gemma":[0.00026159242,0.000106987885,0.00008542097,0.00031268157,0.00021412077,0.0004367277,0.00010592819,0.00034076802,0.000066168664],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011129864,0.00017185496,0.0045185382,6.756088e-7,0.000038051105,0.0000010208354,0.0062687313,0.000025937861,0.000054749118,0.86781126,0.017822329,0.103275694],"study_design_scores_gemma":[0.00027604648,0.000016822141,0.050066788,0.000033196855,0.000010681262,0.0000050514777,0.0013045911,0.00043893332,0.00001665773,0.03785698,0.9098167,0.00015756008],"about_ca_topic_score_codex":0.00034061106,"about_ca_topic_score_gemma":0.0007094381,"teacher_disagreement_score":0.964091,"about_ca_system_score_codex":0.0002471978,"about_ca_system_score_gemma":0.00013338836,"threshold_uncertainty_score":0.66971284},"labels":[],"label_agreement":null},{"id":"W2018872382","doi":"10.1177/1748048511405815","title":"No longer ‘the other’: A reflection on diversity in Canadian fiction television","year":2011,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Multiculturalism; Framing (construction); Ethnic group; Transformative learning; Public relations; Public broadcasting; Perspective (graphical); Sociology; Political science; Diversity (politics); Cultural diversity; Media studies; Law; Engineering; Pedagogy","score_opus":0.11796355911438533,"score_gpt":0.34728294011418226,"score_spread":0.22931938099979693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018872382","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05943535,0.00013362912,0.00003794585,0.024893053,0.0007182351,0.00032835166,0.0000071866466,0.000056380773,0.91438985],"genre_scores_gemma":[0.99506074,0.0011426372,0.00018691273,0.0015566607,0.000110628614,0.000041386025,0.000018116469,0.000006792471,0.0018761073],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986604,0.00047554428,0.00019606928,0.00013458385,0.00033867874,0.0001947416],"domain_scores_gemma":[0.9988283,0.00019023975,0.00011802295,0.00054137304,0.0002445882,0.00007746272],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012490638,0.00007704068,0.00007003746,0.00017307319,0.0013268621,0.00004426001,0.0010842766,0.00007701498,0.00065002893],"category_scores_gemma":[0.000361744,0.00006901254,0.000045136574,0.00024473306,0.00015623104,0.00022105759,0.00023140608,0.00028105237,0.00026279438],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039070635,0.00058435043,0.21277061,0.000007290346,0.00015568965,0.0000043406835,0.153801,0.00007439891,0.000104740335,0.525059,0.049683813,0.057364058],"study_design_scores_gemma":[0.00021159105,0.000030957082,0.097917676,0.000045108725,0.0000061276555,5.016328e-7,0.002069179,0.00038970562,0.000022560926,0.0021231861,0.89707226,0.00011116501],"about_ca_topic_score_codex":0.6494007,"about_ca_topic_score_gemma":0.8062788,"teacher_disagreement_score":0.93562543,"about_ca_system_score_codex":0.00065004185,"about_ca_system_score_gemma":0.000089256246,"threshold_uncertainty_score":0.9999733},"labels":[],"label_agreement":null},{"id":"W2018983548","doi":"10.1177/1748048511432603","title":"America’s ‘engagement’ delusion","year":2012,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Public diplomacy; Diplomacy; Skepticism; Public engagement; Political science; Sociology; Citizen journalism; Leverage (statistics); Public relations; Foreign policy; Law; Epistemology; Politics","score_opus":0.05689571331169489,"score_gpt":0.39156649189795345,"score_spread":0.33467077858625854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018983548","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030377692,0.0011037927,0.0060076104,0.055725724,0.0006291309,0.00023939883,0.0000072620296,0.00021479934,0.9056946],"genre_scores_gemma":[0.985673,0.0023082588,0.0067144916,0.0013209274,0.0002312588,0.00005937762,0.00015219273,0.000011163596,0.0035293314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982004,0.00071194535,0.00027195338,0.0000999537,0.00047601055,0.0002396913],"domain_scores_gemma":[0.998425,0.00028726098,0.00018716809,0.00071562565,0.00026578864,0.000119169235],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015368089,0.000082005135,0.00007874343,0.00014816603,0.0009365668,0.0001362053,0.0012238611,0.00007124179,0.001561845],"category_scores_gemma":[0.000428546,0.00008868899,0.00006607657,0.0002827249,0.00018295142,0.0011571713,0.000317828,0.00025005642,0.00051121],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011240515,0.00033597465,0.024734767,0.0000015247041,0.000068672976,1.2156339e-7,0.017433994,0.00003839012,0.00022426405,0.8412797,0.04524171,0.07062966],"study_design_scores_gemma":[0.0001241355,0.0000037290959,0.015754085,0.000009714222,0.000008356332,6.6791415e-7,0.0024697327,0.00028723534,0.00001805943,0.0023152058,0.9789057,0.000103404636],"about_ca_topic_score_codex":0.0008094779,"about_ca_topic_score_gemma":0.0001225578,"teacher_disagreement_score":0.9552953,"about_ca_system_score_codex":0.00023623402,"about_ca_system_score_gemma":0.000059346083,"threshold_uncertainty_score":0.99935085},"labels":[],"label_agreement":null},{"id":"W2026186204","doi":"10.1177/1748048510386745","title":"Picturing environmental risk: The Canadian oil sands and the National Geographic","year":2011,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"National Geographic Society","keywords":"Resource (disambiguation); Environmental communication; Sublime; Oil sands; Visual communication; Risk communication; Public opinion; Environmental resource management; Environmental planning; Public relations; Sociology; Political science; Geography; Business; Aesthetics; Advertising; Environmental science; Computer science; Risk analysis (engineering); Archaeology; Law; Art","score_opus":0.28183465881366604,"score_gpt":0.36800203229942285,"score_spread":0.08616737348575682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026186204","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20011234,0.00094750605,0.000018343377,0.06969845,0.00028168445,0.00022437972,0.00008143289,0.0000636437,0.7285722],"genre_scores_gemma":[0.9774101,0.01878934,0.00015511007,0.002363531,0.00010481405,0.00006823254,0.00007143297,0.0000074251852,0.0010300175],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984258,0.00071309373,0.00019622751,0.00011122104,0.00041109853,0.00014256129],"domain_scores_gemma":[0.9989082,0.00040580763,0.00015104671,0.0003604944,0.00009745792,0.000077001125],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020856939,0.00008025604,0.00006267707,0.00010698863,0.0025030356,0.00016864818,0.0011319056,0.00006539998,0.0014300914],"category_scores_gemma":[0.00023412904,0.000056454057,0.000060660117,0.00009693285,0.0011817827,0.00020268571,0.00018080132,0.00031447262,0.00007321416],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017196016,0.00015088372,0.17509814,0.000004524032,0.00025974223,6.2801115e-7,0.24641067,0.000019300647,0.0000467891,0.48512337,0.003900058,0.08881395],"study_design_scores_gemma":[0.0007186186,0.000005527399,0.34682146,0.000016957616,0.000023601277,0.000004962835,0.005891551,0.0007356695,0.0000056672898,0.013498791,0.63213104,0.00014616743],"about_ca_topic_score_codex":0.15489167,"about_ca_topic_score_gemma":0.52756536,"teacher_disagreement_score":0.77729774,"about_ca_system_score_codex":0.0002124392,"about_ca_system_score_gemma":0.00006240554,"threshold_uncertainty_score":0.99948275},"labels":[],"label_agreement":null},{"id":"W2033943449","doi":"10.1177/1748048508096141","title":"Information Operations `Blowback'","year":2008,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Cybersecurity and Cyber Warfare Studies","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":"Carleton University","funders":"","keywords":"Doctrine; Cyberspace; Battle; Covert; Information warfare; Cyberwarfare; Dominance (genetics); Technological convergence; Government (linguistics); Political science; Entertainment; Military doctrine; Public relations; The Internet; Computer security; Law; Engineering; Computer science; Telecommunications","score_opus":0.029422377602530816,"score_gpt":0.3180159428860275,"score_spread":0.2885935652834967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033943449","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14151429,0.0002579701,0.0013859777,0.071359836,0.0006918003,0.00027784964,0.000034360863,0.00025688717,0.78422105],"genre_scores_gemma":[0.9931448,0.001998816,0.000992985,0.0016247014,0.00012701254,0.00004092259,0.0001222326,0.000003937104,0.0019446033],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990296,0.00014851904,0.00023437628,0.0000613136,0.00040124272,0.00012496379],"domain_scores_gemma":[0.9990823,0.00009986601,0.00006095886,0.00027066187,0.00043632893,0.00004984042],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00033611248,0.000066981775,0.00007061919,0.0000992895,0.0014693663,0.00009115922,0.0005963469,0.000052873707,0.0006195341],"category_scores_gemma":[0.00036090615,0.00007463158,0.00005422065,0.00016804403,0.0003247872,0.0012936459,0.00012290035,0.00015088993,0.00056106714],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019479085,0.00012041935,0.0059974315,0.0000023168425,0.00009537771,0.0000014585404,0.14992768,0.00018780232,0.000026242755,0.77246666,0.0635789,0.0075761997],"study_design_scores_gemma":[0.00022195825,0.0000057697644,0.008179908,0.000010493445,0.0000046471328,0.0000043399195,0.0059916754,0.00017630636,0.0000244304,0.0017836214,0.983487,0.00010982629],"about_ca_topic_score_codex":0.0021787477,"about_ca_topic_score_gemma":0.0038596448,"teacher_disagreement_score":0.9199081,"about_ca_system_score_codex":0.00011841002,"about_ca_system_score_gemma":0.00010219558,"threshold_uncertainty_score":0.9998306},"labels":[],"label_agreement":null},{"id":"W2045518513","doi":"10.1177/1748048512445149","title":"Transforming the global film industries","year":2012,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Cultural Industries and Urban Development","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":"Simon Fraser University","funders":"","keywords":"Hollywood; Film industry; Balance (ability); Movie theater; Power (physics); Economics; Economic geography; Business; Market economy; Political science; History","score_opus":0.07199304337857731,"score_gpt":0.34589835331805924,"score_spread":0.2739053099394819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045518513","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.087194555,0.0009158308,0.00030559447,0.32078293,0.0011014623,0.00032646325,0.000028212351,0.000116558615,0.5892284],"genre_scores_gemma":[0.983175,0.0002846992,0.00014572077,0.0012350928,0.0002945479,0.000028152654,0.000033003475,0.0000031693403,0.0148006445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991156,0.00012865027,0.00016558757,0.00005769732,0.0003419925,0.000190469],"domain_scores_gemma":[0.9994209,0.00011801816,0.00007135052,0.00018837204,0.0001364477,0.00006491254],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006051054,0.00006254127,0.000050001137,0.000014838496,0.00068783923,0.0001259194,0.00073584175,0.00007063751,0.0010167425],"category_scores_gemma":[0.00018111225,0.00004578828,0.000035373363,0.00019922535,0.00021271675,0.00046494775,0.00008677659,0.00018041988,0.00008215507],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015695034,0.000075491924,0.09331165,0.0000010568878,0.00009154329,2.9005605e-7,0.017051795,0.000016977934,0.000015164268,0.4851177,0.3363519,0.06795075],"study_design_scores_gemma":[0.000072790805,0.000001920376,0.013902177,0.000010340612,0.0000050207163,0.0000018468169,0.0056441515,0.000008619278,0.000071295995,0.0008395503,0.979376,0.00006628716],"about_ca_topic_score_codex":0.0016611887,"about_ca_topic_score_gemma":0.0010867186,"teacher_disagreement_score":0.8959804,"about_ca_system_score_codex":0.00027461397,"about_ca_system_score_gemma":0.00008054668,"threshold_uncertainty_score":0.99989647},"labels":[],"label_agreement":null},{"id":"W2057757383","doi":"10.1177/1748048513491893","title":"Reflexive design of the recursive space of virtual worlds","year":2013,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","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":"McMaster University","funders":"","keywords":"Reflexivity; Urbanism; Articulation (sociology); Sociology; Metaverse; Intersection (aeronautics); Embodied cognition; Space (punctuation); Epistemology; Architecture; Virtual reality; Aesthetics; Computer science; Visual arts; Social science; Political science; Human–computer interaction; Art; Engineering","score_opus":0.047141580618622204,"score_gpt":0.258427218869867,"score_spread":0.21128563825124483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057757383","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2835345,0.0005141639,0.0008909023,0.054588534,0.0014251554,0.0011530884,0.000119050106,0.00007165566,0.657703],"genre_scores_gemma":[0.98370254,0.000054397166,0.0005558396,0.00033817173,0.00005594058,0.000027518206,0.000013548881,0.0000066444986,0.015245398],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99931455,0.00011728873,0.0002423417,0.0000670589,0.00019788496,0.00006089767],"domain_scores_gemma":[0.9987496,0.00013566586,0.00025991083,0.00037706687,0.00046249432,0.000015254202],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001208379,0.00006607477,0.00008957323,0.000033134664,0.00010069406,0.000040288098,0.0007045485,0.000022292239,0.0033524255],"category_scores_gemma":[0.000050088664,0.00004376409,0.000066901724,0.0000312089,0.0002746223,0.0002249889,0.00013427131,0.00010982016,0.000055590262],"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":[0.000014877185,0.00005880236,0.00010092914,0.0000041250746,0.000060511506,4.0702403e-8,0.012868057,0.0000879588,0.002207204,0.9580891,0.025130158,0.001378238],"study_design_scores_gemma":[0.0009610369,0.00024531246,0.010034807,0.0005155289,0.000050692146,0.0000036986353,0.018530637,0.0021010085,0.010314689,0.073977195,0.88285005,0.00041533733],"about_ca_topic_score_codex":0.00048344722,"about_ca_topic_score_gemma":0.00016769454,"teacher_disagreement_score":0.8841119,"about_ca_system_score_codex":0.000024867724,"about_ca_system_score_gemma":0.00001452243,"threshold_uncertainty_score":0.99755865},"labels":[],"label_agreement":null},{"id":"W2059166838","doi":"10.1177/1748048511420092","title":"A critical analysis of US cultural policy in the global film market","year":2011,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Cultural Industries and Urban Development","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":"Simon Fraser University","funders":"","keywords":"Hollywood; Film industry; Globalization; Sovereignty; Political economy; Ideology; Protectionism; Government (linguistics); Politics; Commodification; Political science; Economics; Market economy; Movie theater; Law","score_opus":0.08912329615548685,"score_gpt":0.3943196372144656,"score_spread":0.30519634105897875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059166838","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21049118,0.000117228745,0.00003979266,0.05843566,0.000113670714,0.00013279158,0.000056675293,0.000020412948,0.7305926],"genre_scores_gemma":[0.99651486,0.00017205272,0.00043006623,0.000872878,0.000039870796,0.000016252452,0.00003319642,0.0000014048768,0.0019194058],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99889696,0.00030452103,0.0002492677,0.00008469536,0.00034562146,0.00011890999],"domain_scores_gemma":[0.9992301,0.00018568608,0.00008350821,0.00023114197,0.0002383866,0.00003119632],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057521457,0.00005601163,0.00009824515,0.00009714714,0.00014204318,0.00005943467,0.0009797412,0.000053410087,0.0017605796],"category_scores_gemma":[0.0006973816,0.000040778366,0.00008241761,0.00092807674,0.00029698203,0.00020474644,0.00010138574,0.00011192762,0.000007620638],"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":[0.00004896548,0.0002178109,0.3622707,0.0000017791672,0.00041448817,0.0000026051478,0.031291906,0.000017585357,0.0000049623363,0.5480256,0.05401803,0.00368554],"study_design_scores_gemma":[0.0000829806,0.000006179361,0.78153,0.000009594527,0.000046007375,8.5738617e-7,0.006384633,0.0002701671,0.0000053444724,0.003393439,0.20820753,0.000063223444],"about_ca_topic_score_codex":0.028602479,"about_ca_topic_score_gemma":0.01900437,"teacher_disagreement_score":0.7860237,"about_ca_system_score_codex":0.00020124357,"about_ca_system_score_gemma":0.00007114092,"threshold_uncertainty_score":0.99915195},"labels":[],"label_agreement":null},{"id":"W2070756680","doi":"10.1177/1748048511432608","title":"A broadcast system in whose interest? Tracing the origins of broadcast localism in Canadian and Australian television policy, 1950–1963","year":2012,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Political Systems and Governance","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Localism; Argument (complex analysis); Commercial broadcasting; Political science; Broadcasting (networking); Nationalism; Sociology; Public broadcasting; Law; Politics","score_opus":0.04237757784801028,"score_gpt":0.3460931912501598,"score_spread":0.30371561340214953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070756680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94474065,0.00052833505,0.000023199285,0.03266549,0.00025748397,0.00029167105,0.000057937592,0.000016338492,0.021418888],"genre_scores_gemma":[0.99887276,0.00017394715,0.00006038174,0.0002772421,0.00018546906,0.000019758705,0.000007750852,0.000007751282,0.00039493944],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99841005,0.0003863319,0.00041658047,0.00011515936,0.0002819215,0.00038998225],"domain_scores_gemma":[0.9989981,0.00025192098,0.00016505785,0.00029774167,0.00008504097,0.0002021598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014040411,0.00009384217,0.00015094249,0.00021241813,0.00015020581,0.00007361193,0.0006427198,0.00009218777,0.000024206442],"category_scores_gemma":[0.00034798536,0.00008055099,0.000036810987,0.00030443387,0.00024827517,0.0003714151,0.00009399345,0.0002505305,0.00001551528],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009625571,0.00004671636,0.114598565,0.000020162037,0.000010860204,0.0000018883001,0.011103257,0.000016683103,0.00006205343,0.86621535,0.00026908302,0.00764573],"study_design_scores_gemma":[0.00033467525,0.000010077852,0.2872236,0.0006178111,0.0000045552038,0.000010183739,0.0034549064,0.00054102804,0.0000476462,0.0005774441,0.70703936,0.00013869903],"about_ca_topic_score_codex":0.94106525,"about_ca_topic_score_gemma":0.78249556,"teacher_disagreement_score":0.86563796,"about_ca_system_score_codex":0.0016490842,"about_ca_system_score_gemma":0.00022586636,"threshold_uncertainty_score":0.43122977},"labels":[],"label_agreement":null},{"id":"W2075894102","doi":"10.1177/1748048510386738","title":"Communicating the environment: Guest editors’ introduction","year":2011,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Environmental communication; Newspaper; Media studies; Dominance (genetics); Science communication; Sociology; Politics; Public relations; Political science; Social science; Geography","score_opus":0.3904050544029063,"score_gpt":0.4051327718507797,"score_spread":0.014727717447873434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075894102","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012747289,0.0006050176,0.0005703948,0.20201862,0.0067423857,0.0006261445,0.000023966946,0.00037277138,0.7762934],"genre_scores_gemma":[0.9735318,0.012233989,0.0027901547,0.0013207155,0.0068812184,0.00015238345,0.00032600004,0.000026455113,0.0027373063],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979118,0.0009370505,0.0003545857,0.00017120151,0.00043469114,0.00019068863],"domain_scores_gemma":[0.9975706,0.00030819568,0.00027443795,0.0015845547,0.00019581986,0.00006643428],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016930928,0.0001149503,0.00009354642,0.00008975586,0.0014669544,0.00012327594,0.002500014,0.00009572083,0.004801976],"category_scores_gemma":[0.00030338063,0.00010369189,0.000079873316,0.00016260786,0.0006582182,0.0004608615,0.0004777104,0.0004041211,0.00073015114],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009925652,0.00088292186,0.013255527,0.000010344819,0.00021142662,9.5082106e-7,0.29260263,0.000025477728,0.0014355148,0.3851487,0.24832909,0.057998147],"study_design_scores_gemma":[0.00013769406,0.000009473683,0.0057012876,0.000013300739,0.000012000678,0.0000016572259,0.0061248,0.00012040871,0.00006931421,0.0021139893,0.9855744,0.0001216781],"about_ca_topic_score_codex":0.0018767766,"about_ca_topic_score_gemma":0.001062293,"teacher_disagreement_score":0.9607845,"about_ca_system_score_codex":0.0002339076,"about_ca_system_score_gemma":0.000029861128,"threshold_uncertainty_score":0.999833},"labels":[],"label_agreement":null},{"id":"W2076345108","doi":"10.1177/1748048512439812","title":"The geography of foreign news on television","year":2012,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multinational corporation; Globalization; China; Politics; Political science; News bureau; Order (exchange); Foreign policy; Advertising; Media studies; News media; Economy; Sociology; Business; Law; Economics","score_opus":0.039117942569072625,"score_gpt":0.3443613276562777,"score_spread":0.30524338508720505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076345108","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07977249,0.003744776,0.00021011212,0.05541168,0.0007094867,0.00036715376,0.000007743903,0.00006316024,0.8597134],"genre_scores_gemma":[0.98743474,0.01104789,0.0004666231,0.00051028165,0.0001590378,0.000044181324,0.000018565896,0.00000593006,0.0003127401],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986696,0.0003791797,0.00025732466,0.000063953616,0.00046201382,0.00016790706],"domain_scores_gemma":[0.99772894,0.0010705456,0.00022775755,0.0006847377,0.0002355606,0.000052464304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012320799,0.000063432635,0.00007494237,0.00006258187,0.0008228507,0.000041280287,0.0012291751,0.000043276577,0.000085366184],"category_scores_gemma":[0.00048360348,0.000047797184,0.00008097539,0.00015747883,0.00031608558,0.00019349455,0.00018900407,0.0001524368,0.000046716457],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031989788,0.00011714538,0.06661829,0.0000014333835,0.000053321914,2.23301e-8,0.0025613962,0.000005043203,0.000032662232,0.8525253,0.008530719,0.06952267],"study_design_scores_gemma":[0.00013603424,0.000017981698,0.048672184,0.00002841222,0.00000722669,1.9941905e-7,0.0029915448,0.000039286268,0.000099619014,0.0067415577,0.94119906,0.00006690194],"about_ca_topic_score_codex":0.0005895268,"about_ca_topic_score_gemma":0.00027737132,"teacher_disagreement_score":0.9326683,"about_ca_system_score_codex":0.00005681072,"about_ca_system_score_gemma":0.000021624115,"threshold_uncertainty_score":0.63287854},"labels":[],"label_agreement":null},{"id":"W2090945782","doi":"10.1177/1748048507086907","title":"Peripheral View: Conceptualizing the Information Society as a Postcolonial Subject","year":2008,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Information Society and Technology Trends","field":"Social Sciences","cited_by":18,"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 Dhaka; Simon Fraser University","keywords":"Information society; Subject (documents); Utopia; Sociology; Politics; Context (archaeology); Multinational corporation; Position (finance); Public relations; Network society; Political science; Political economy; Social science; Law; Business","score_opus":0.023840639441571342,"score_gpt":0.3160635617075808,"score_spread":0.2922229222660095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090945782","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31208912,0.0005046661,0.0016389439,0.20757502,0.0010025377,0.0005379171,0.000035690013,0.00067741505,0.4759387],"genre_scores_gemma":[0.9848467,0.0017740293,0.0011121794,0.010182679,0.00012164618,0.000068982416,0.00015631621,0.0000055011205,0.0017319772],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986483,0.000188504,0.0003529293,0.00007809479,0.0005394429,0.00019274067],"domain_scores_gemma":[0.9987209,0.00019901583,0.0002542866,0.00036056462,0.000426814,0.000038452108],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007921706,0.00009689506,0.00009181575,0.0000455992,0.0021660146,0.00012802018,0.0011121123,0.0001576276,0.00052454596],"category_scores_gemma":[0.00027325304,0.00008474007,0.00016123109,0.00028658478,0.0010037782,0.0015694296,0.00016569653,0.00036675113,0.00039425588],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036522557,0.000055370278,0.0033092888,0.0000035147918,0.00016015339,8.575724e-7,0.34296286,0.00007038246,0.000040522333,0.56873274,0.0724171,0.012210651],"study_design_scores_gemma":[0.00034666498,0.00001376276,0.0024197216,0.000008934616,0.0000060954053,0.000016774547,0.013972971,0.00049272215,0.000050455787,0.001111898,0.9814516,0.00010839966],"about_ca_topic_score_codex":0.0007209871,"about_ca_topic_score_gemma":0.00014098009,"teacher_disagreement_score":0.9090345,"about_ca_system_score_codex":0.00024417095,"about_ca_system_score_gemma":0.00020391696,"threshold_uncertainty_score":0.99913305},"labels":[],"label_agreement":null},{"id":"W2099177390","doi":"10.1177/1748048513491910","title":"Digital curation and the networked audience of urban events","year":2013,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Radio, Podcasts, and Digital Media","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":"Western University","funders":"","keywords":"Ephemeral key; Realm; Digital curation; Presentation (obstetrics); Event (particle physics); Sociology; Space (punctuation); Digital media; World Wide Web; Urbanism; Media studies; Multimedia; Visual arts; Computer science; History; Architecture; Art; Computer security","score_opus":0.014584972720923533,"score_gpt":0.27679595028432336,"score_spread":0.26221097756339984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099177390","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41107008,0.00089865783,0.0010134771,0.042933855,0.00061804923,0.00067581714,0.00001568329,0.00006400409,0.54271036],"genre_scores_gemma":[0.99664736,0.00042117172,0.00012404857,0.0002705463,0.000117065276,0.00003845332,0.000021952133,0.0000039989277,0.002355396],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914896,0.00013420082,0.00022106824,0.00008411826,0.00031689013,0.00009477259],"domain_scores_gemma":[0.99881047,0.0005204998,0.00016984249,0.00023170361,0.0002225936,0.000044862296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036935383,0.000054727097,0.00007944235,0.00003652472,0.00019282546,0.00016491034,0.0005721144,0.000032247237,0.00009340057],"category_scores_gemma":[0.00059319596,0.000041774194,0.000037399717,0.00009666385,0.0006051032,0.0014931719,0.00010055666,0.000081625316,0.000043443088],"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":[0.000093145776,0.00014224772,0.0641498,0.0000070125075,0.00010382348,2.8013005e-7,0.025903925,0.000057461777,0.00005682241,0.7011089,0.017213305,0.19116329],"study_design_scores_gemma":[0.0036369946,0.00007669633,0.21540074,0.0002406904,0.0000373754,0.00000876164,0.009069443,0.016978828,0.00006583207,0.2144577,0.53948706,0.00053984846],"about_ca_topic_score_codex":0.00043166854,"about_ca_topic_score_gemma":0.0001161386,"teacher_disagreement_score":0.5855773,"about_ca_system_score_codex":0.000035242047,"about_ca_system_score_gemma":0.000030608033,"threshold_uncertainty_score":0.2229528},"labels":[],"label_agreement":null},{"id":"W2099722889","doi":"10.1177/1748048510386742","title":"Spinning climate change: Corporate and NGO public relations strategies in Canada and the United States","year":2011,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Carleton University","funders":"","keywords":"Climate change; Politics; Political economy; Political science; Public relations; Public sphere; Political economy of climate change; Power (physics); Sociology; Public administration; Law","score_opus":0.5155959575917773,"score_gpt":0.3963135361249078,"score_spread":0.11928242146686957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099722889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88273364,0.0006440761,0.00005736775,0.06944126,0.00014315179,0.00039770146,0.0000356621,0.00005502774,0.046492085],"genre_scores_gemma":[0.9662388,0.031557053,0.00028154827,0.0014832148,0.000026958925,0.0000944178,0.0002398075,0.000008007442,0.0000702148],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986054,0.0006208204,0.0002772274,0.00011983358,0.00021069251,0.0001660729],"domain_scores_gemma":[0.9987541,0.00038731305,0.00025445136,0.0003318018,0.00021150924,0.000060862247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010912478,0.00008723103,0.00010063949,0.00016615541,0.0005701332,0.00018917065,0.0005203771,0.000044393655,0.0002960323],"category_scores_gemma":[0.00014850948,0.00007726882,0.000015842943,0.00030785004,0.0004967603,0.00057254714,0.0002419,0.00023083025,0.000007834696],"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":[0.00006686908,0.000037466038,0.18184787,0.0000071554355,0.000024889801,0.0000010937342,0.0939141,0.000015820822,0.000006372967,0.7160697,0.0003183704,0.007690262],"study_design_scores_gemma":[0.0015563874,0.000013892734,0.7493285,0.00013094358,0.000018458124,0.000005770547,0.11308754,0.013026664,0.000002172313,0.04114318,0.0813793,0.00030717833],"about_ca_topic_score_codex":0.89608663,"about_ca_topic_score_gemma":0.98098326,"teacher_disagreement_score":0.6749265,"about_ca_system_score_codex":0.00022849957,"about_ca_system_score_gemma":0.00015916866,"threshold_uncertainty_score":0.43850613},"labels":[],"label_agreement":null},{"id":"W2104190298","doi":"10.1177/1748048507074926","title":"Public Television in the Context of Established and Emerging Democracies: Quo Vadis?","year":2007,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Democracy; Status quo; Public sphere; Pluralism (philosophy); Public broadcasting; Context (archaeology); The Internet; Independence (probability theory); Public relations; Political science; Broadcasting (networking); Citizen media; Sociology; Advertising; Media relations; Law; Business; Politics; Epistemology; Computer science","score_opus":0.055883585780993915,"score_gpt":0.3486877519446534,"score_spread":0.2928041661636595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104190298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59455246,0.0033261864,0.00081787305,0.20950122,0.00030235742,0.00049543456,0.000006917933,0.00004539379,0.1909522],"genre_scores_gemma":[0.9939052,0.0044407914,0.0005270661,0.00091860665,0.000047933347,0.000017900062,0.000020853093,0.0000045275,0.000117136144],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851805,0.00040513198,0.0003790279,0.00010277956,0.0004405651,0.00015447447],"domain_scores_gemma":[0.9975786,0.001393688,0.00022183364,0.0004798649,0.00029033684,0.000035628607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039018109,0.000065757835,0.000103410166,0.00015076205,0.00039477626,0.0000865945,0.0011935317,0.000049672315,0.00006199721],"category_scores_gemma":[0.0011836813,0.000054966,0.000034084496,0.00033367693,0.00033309136,0.0003560702,0.00021518827,0.00020272697,0.000004437064],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037095233,0.00018469314,0.07023794,0.000009040908,0.000042240354,9.52362e-7,0.09384336,0.0000021938083,0.00025458337,0.64349645,0.0027479825,0.18914346],"study_design_scores_gemma":[0.00065705925,0.000027881328,0.13885933,0.000099376026,0.000011612502,0.000002596731,0.14370836,0.00040049088,0.00008617849,0.010372263,0.70559824,0.0001766331],"about_ca_topic_score_codex":0.0017779563,"about_ca_topic_score_gemma":0.011156597,"teacher_disagreement_score":0.7028502,"about_ca_system_score_codex":0.00007613804,"about_ca_system_score_gemma":0.000038218754,"threshold_uncertainty_score":0.6225643},"labels":[],"label_agreement":null},{"id":"W2116566933","doi":"10.1177/1748048513482265","title":"Framing climate change and indigenous peoples","year":2013,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Indigenous; Framing (construction); Politics; Intermediary; Summit; Spirituality; Political science; Sociology; Environmental ethics; Gender studies; Geography; Law; Ecology","score_opus":0.3343466827267975,"score_gpt":0.42741486748575647,"score_spread":0.09306818475895895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116566933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8134301,0.0015799952,0.00007834602,0.05331039,0.00033103913,0.0007622243,0.000026678932,0.00025423168,0.13022701],"genre_scores_gemma":[0.9358103,0.06010774,0.0012614045,0.0018650763,0.00017713846,0.00024571543,0.0001296309,0.000012756556,0.00039021773],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988905,0.00027626916,0.00022236723,0.00013778132,0.00027026824,0.00020277391],"domain_scores_gemma":[0.9987577,0.00032397872,0.0001396098,0.00043697655,0.0002537479,0.000087959226],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00052274065,0.00009040398,0.000091219925,0.00012834182,0.0008157524,0.00028821544,0.0007014671,0.0000876872,0.0018846106],"category_scores_gemma":[0.00017706337,0.000099287114,0.00003652897,0.00012559275,0.00021421141,0.0007342198,0.00029784135,0.00017132689,0.00045733366],"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":[0.000016872216,0.00020446982,0.118271396,0.00003407579,0.00004945879,6.9081557e-7,0.40237746,0.0000015252698,0.0007585488,0.0871397,0.0020746023,0.3890712],"study_design_scores_gemma":[0.00050568423,0.00002760943,0.5642632,0.00017565956,0.000017467808,0.0000070628744,0.05327566,0.0009686148,0.000021446995,0.0054204073,0.37488133,0.00043585594],"about_ca_topic_score_codex":0.0056681805,"about_ca_topic_score_gemma":0.008093062,"teacher_disagreement_score":0.4459918,"about_ca_system_score_codex":0.000105161474,"about_ca_system_score_gemma":0.000024010698,"threshold_uncertainty_score":0.9990278},"labels":[],"label_agreement":null},{"id":"W2128039332","doi":"10.1177/1748048506063763","title":"The Politics of Media Accountability in Africa","year":2006,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Media Influence and Politics","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Accountability; Credibility; Democratization; Politics; Sustenance; Democracy; Political science; Context (archaeology); Public relations; Public administration; Sociology; Law","score_opus":0.04403369360996177,"score_gpt":0.35214494785954775,"score_spread":0.30811125424958596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128039332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5810643,0.0006027609,0.000027798991,0.025443751,0.0004260517,0.0001558712,0.000029535997,0.000025959152,0.39222395],"genre_scores_gemma":[0.99808156,0.00027366096,0.00023306484,0.00015938647,0.00014494763,0.000015938707,0.000016892813,0.0000031421805,0.0010714296],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988474,0.00023304793,0.00030998787,0.00006132936,0.00038341733,0.00016476514],"domain_scores_gemma":[0.99765354,0.0016010171,0.00012047537,0.00034248232,0.00025584496,0.000026648113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011227306,0.000043273798,0.000062204475,0.00005186027,0.00022444758,0.000042002765,0.0008649248,0.000048319886,0.00007933881],"category_scores_gemma":[0.0008512256,0.000036826208,0.000032836608,0.00013719355,0.0005100509,0.00013869788,0.0000687625,0.00012913822,0.000021232148],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000515757,0.000048611353,0.035671644,0.0000013860001,0.000004343151,1.655901e-7,0.007275824,0.000019107172,0.00003303956,0.95359147,0.002723799,0.0006254727],"study_design_scores_gemma":[0.00015438539,0.0000034688642,0.088032536,0.000020974503,0.0000032978683,2.3670945e-7,0.003437926,0.00009621394,0.0001500606,0.18528965,0.7227436,0.000067697474],"about_ca_topic_score_codex":0.011460499,"about_ca_topic_score_gemma":0.014770048,"teacher_disagreement_score":0.7683018,"about_ca_system_score_codex":0.00013407668,"about_ca_system_score_gemma":0.000118893375,"threshold_uncertainty_score":0.99512225},"labels":[],"label_agreement":null},{"id":"W2130288774","doi":"10.1177/1748048510363627","title":"Communication as a Human Right: A Blind Spot in Communication Research?","year":2010,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Blind spot; Hot spot (computer programming); Communication; Psychology; Computer science; Artificial intelligence","score_opus":0.043310357016677056,"score_gpt":0.3742484586625273,"score_spread":0.33093810164585025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130288774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7978555,0.00037550862,0.0024205637,0.036734287,0.0004490567,0.0008028415,0.000006957847,0.00044312273,0.16091214],"genre_scores_gemma":[0.9737584,0.00037513892,0.02310861,0.00047590976,0.000059873786,0.00021417232,0.00016811136,0.000025484449,0.001814291],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99643993,0.0010938334,0.00071220024,0.00045706113,0.0009086975,0.00038830301],"domain_scores_gemma":[0.9937926,0.00064952584,0.00031132787,0.00425588,0.0008567911,0.00013387851],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0039120796,0.00021118026,0.0002005724,0.0009108172,0.00089420966,0.00066069525,0.0069330996,0.00023438389,0.00032625825],"category_scores_gemma":[0.00052102463,0.00023215923,0.000095348536,0.0010247396,0.00036641402,0.0014725918,0.0016347985,0.00217555,0.0006700029],"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":[0.000067907786,0.000645693,0.0014129351,0.00000850987,0.000051577852,0.000009911952,0.003199649,0.00007839858,0.028666245,0.9461774,0.0038720255,0.015809717],"study_design_scores_gemma":[0.005043821,0.00024157543,0.041115794,0.0004982709,0.000017339864,0.00026111334,0.00076813495,0.03713554,0.02680862,0.5136815,0.37318632,0.0012420232],"about_ca_topic_score_codex":0.0021153823,"about_ca_topic_score_gemma":0.0053321733,"teacher_disagreement_score":0.43249598,"about_ca_system_score_codex":0.0002237715,"about_ca_system_score_gemma":0.00012349227,"threshold_uncertainty_score":0.99843985},"labels":[],"label_agreement":null},{"id":"W2143684967","doi":"10.1177/1748048508096145","title":"Trends in International Internet Defamation Suits","year":2008,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Freedom of Expression and Defamation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Internet; Convention; International law; Law; Political science; Conflict of laws; Liability; European union; Phenomenon; Choice of law; Business; International trade; Computer science","score_opus":0.05995541673481854,"score_gpt":0.3556714940502286,"score_spread":0.29571607731541005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143684967","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19402102,0.00016842838,0.0012343565,0.036384698,0.0017044356,0.00018436143,0.000015003029,0.00021813881,0.76606953],"genre_scores_gemma":[0.9776397,0.0006158641,0.0018841781,0.00083265716,0.00021200106,0.00004601581,0.00030767926,0.00001318366,0.018448718],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99800557,0.00032180134,0.0004806119,0.00022697815,0.0007634691,0.0002015951],"domain_scores_gemma":[0.9987777,0.00020823517,0.00023353632,0.00037224754,0.0003218048,0.00008646783],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00074651267,0.00012264962,0.00013000474,0.000702966,0.00024395844,0.00011047648,0.0012749898,0.00012557564,0.0031876743],"category_scores_gemma":[0.00047354397,0.00013641985,0.00009077838,0.000404856,0.00025429478,0.00096672506,0.0001831833,0.00026044634,0.0003074201],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029521753,0.00093664,0.13215367,0.0000060247926,0.00013939646,0.00003747913,0.07060051,0.0006968513,0.0012190337,0.43866235,0.26583678,0.08941603],"study_design_scores_gemma":[0.0013802195,0.000019686917,0.13537738,0.00010274497,0.0000053105227,0.000018416773,0.0014944659,0.0054947357,0.00028340987,0.004313927,0.8511771,0.00033260533],"about_ca_topic_score_codex":0.0023921274,"about_ca_topic_score_gemma":0.0027655521,"teacher_disagreement_score":0.7836187,"about_ca_system_score_codex":0.00036968308,"about_ca_system_score_gemma":0.00006593769,"threshold_uncertainty_score":0.9977235},"labels":[],"label_agreement":null},{"id":"W2152495812","doi":"10.1177/1748048513504045","title":"The geography of travel journalism","year":2013,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Journalism; Newspaper; Tourism; Diversity (politics); Political science; Politics; News media; Advertising; Media studies; Economic geography; Public relations; Sociology; Geography; Law; Business","score_opus":0.026605473636205027,"score_gpt":0.32007397971633267,"score_spread":0.29346850608012764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152495812","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09462245,0.0041580605,0.00043790854,0.3584559,0.0007800627,0.00052905385,0.000007011763,0.00005405438,0.54095554],"genre_scores_gemma":[0.98457557,0.013336283,0.00059841876,0.00042850853,0.00007937044,0.00007704831,0.000009578901,0.0000049126265,0.0008902888],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877393,0.00033238574,0.00029638727,0.00006166161,0.00041265695,0.00012299047],"domain_scores_gemma":[0.9979003,0.0006793758,0.00024866476,0.0005390603,0.00058915414,0.000043419288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088076165,0.00005341906,0.00007300883,0.00005491511,0.00087767054,0.00010876414,0.0016122505,0.000037308175,0.0003299564],"category_scores_gemma":[0.0003259128,0.00004093471,0.00007832894,0.00014246476,0.00045953528,0.00020897108,0.00016553169,0.00016501379,0.000056081586],"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":[0.000015015131,0.0001242298,0.025765697,0.0000031075758,0.00021617216,1.1621877e-7,0.010616472,0.00000805946,0.00047710518,0.83246607,0.038034286,0.09227368],"study_design_scores_gemma":[0.00024381003,0.000013277243,0.17964447,0.000034816538,0.000011287526,8.3114617e-7,0.007293978,0.0002503678,0.00012744752,0.04630921,0.7659633,0.00010720948],"about_ca_topic_score_codex":0.003029376,"about_ca_topic_score_gemma":0.0006459637,"teacher_disagreement_score":0.88995314,"about_ca_system_score_codex":0.000039354145,"about_ca_system_score_gemma":0.000036412403,"threshold_uncertainty_score":0.6750421},"labels":[],"label_agreement":null},{"id":"W2163245751","doi":"10.1177/1748048512472948","title":"ICTs in political engagement among youth in the Philippines","year":2013,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Social Media and Politics","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National University of Singapore; International Development Research Centre","keywords":"ICTS; Politics; Civic engagement; Political action; Social media; Information and Communications Technology; Action (physics); Public relations; Political communication; Sociology; Social engagement; Mass media; Media studies; Political science; Social science; Law","score_opus":0.08593815520128463,"score_gpt":0.3732192209162931,"score_spread":0.2872810657150085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163245751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8270321,0.000039830724,0.000007242542,0.06445687,0.00023429404,0.0002651837,0.0000041681355,0.000019695808,0.10794065],"genre_scores_gemma":[0.99652696,0.00008604415,0.00008602352,0.0027369752,0.00022352519,0.00010715452,0.000027418195,0.0000046763453,0.00020124007],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99828076,0.0007962408,0.00022773203,0.00008348333,0.00037622216,0.00023554859],"domain_scores_gemma":[0.9988209,0.0007216972,0.00005380658,0.00024594512,0.000106980595,0.00005068453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072194124,0.000058886297,0.000068480644,0.00010191413,0.00016717338,0.000107536536,0.0009193992,0.000059073787,0.00029631337],"category_scores_gemma":[0.00083596894,0.00005083241,0.000031701526,0.00018013739,0.00027521106,0.00023821407,0.000082155835,0.00027823873,0.00009037902],"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":[0.000001913313,0.000102275175,0.32118094,0.0000016821348,0.0000072280714,9.1240736e-7,0.092301704,0.0000038919784,0.000008630999,0.5845357,0.00089407497,0.0009610306],"study_design_scores_gemma":[0.00043956083,0.000010776099,0.67996305,0.000060927825,0.0000077590175,2.5862192e-7,0.20279317,0.0001907387,0.000025691857,0.072883636,0.043466818,0.00015762393],"about_ca_topic_score_codex":0.025359292,"about_ca_topic_score_gemma":0.008588974,"teacher_disagreement_score":0.51165205,"about_ca_system_score_codex":0.00017648413,"about_ca_system_score_gemma":0.00005436479,"threshold_uncertainty_score":0.9811309},"labels":[],"label_agreement":null},{"id":"W2315258230","doi":"10.1177/1748048516632169","title":"Dismantling the public airwaves: Shifting Canadian public broadcasting to an online service","year":2016,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Corporation; Public broadcasting; Broadcasting (networking); Public service; Political science; Service (business); Politics; Plan (archaeology); New media; Mass media; Public relations; Advertising; Media studies; Sociology; Business; Law; Computer science; Geography; Computer security","score_opus":0.139642314801813,"score_gpt":0.3536609151480698,"score_spread":0.2140186003462568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315258230","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16104451,0.00023096302,0.00058802776,0.809998,0.00038359838,0.00027748922,0.00003996766,0.00011336372,0.027324088],"genre_scores_gemma":[0.9875205,0.0008679704,0.001531315,0.0089879455,0.00037976573,0.000070958726,0.00009473837,0.000018358232,0.00052845053],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99778956,0.00065816124,0.0003580949,0.00021533153,0.0005116428,0.000467186],"domain_scores_gemma":[0.9967578,0.00082940824,0.00018900158,0.0010618315,0.0007693347,0.00039262898],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016707645,0.00012002958,0.000105753345,0.00018753378,0.0022372068,0.00038901446,0.0031679894,0.00006779718,0.0002926203],"category_scores_gemma":[0.0024548708,0.00008607991,0.000046254732,0.0005130766,0.00016356866,0.00080499944,0.00049309357,0.00022141718,0.00014902792],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012337356,0.00016129584,0.028851008,0.000004747938,0.00011788656,0.0000013127022,0.032497313,0.000012383433,0.00043967733,0.5152198,0.0036588232,0.4190234],"study_design_scores_gemma":[0.00016095047,0.000011192852,0.012672339,0.00007142193,0.0000061010714,0.0000015381428,0.010533299,0.00073483144,0.000007053132,0.0014094618,0.9742302,0.00016161289],"about_ca_topic_score_codex":0.09045648,"about_ca_topic_score_gemma":0.8804947,"teacher_disagreement_score":0.9705714,"about_ca_system_score_codex":0.00055225217,"about_ca_system_score_gemma":0.00038808832,"threshold_uncertainty_score":0.99906176},"labels":[],"label_agreement":null},{"id":"W2317037941","doi":"10.1177/1748048512454824","title":"‘Indian drum in the house’","year":2012,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Military, Security, and Education Studies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CONTEST; Prime minister; Identity (music); Sociology; Colonialism; Government (linguistics); Corporation; Media studies; Construct (python library); Consumption (sociology); Diversity (politics); Political science; Gender studies; Law; Politics; Social science; Aesthetics; Linguistics","score_opus":0.05915175352113012,"score_gpt":0.3750110093584922,"score_spread":0.3158592558373621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317037941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38529086,0.006045767,0.00003966082,0.2592987,0.0018160585,0.0003778865,0.00001192396,0.00013085254,0.34698826],"genre_scores_gemma":[0.9938342,0.0011921312,0.00017526944,0.0028987757,0.00043414772,0.00006069299,0.000014796958,0.0000067251817,0.0013832573],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986836,0.0004757287,0.0001880156,0.00007581804,0.00037212833,0.00020472307],"domain_scores_gemma":[0.9990211,0.00041052175,0.00006839888,0.00035114132,0.00010339464,0.000045427776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017649294,0.00006116019,0.00006243807,0.000090764865,0.0004539131,0.000059546335,0.0009657692,0.000041331583,0.00027653918],"category_scores_gemma":[0.00034785588,0.00005171899,0.000040968032,0.00018550051,0.00018870992,0.0003644532,0.000082733655,0.00017855939,0.0002700507],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007269306,0.00030565838,0.13675828,0.0000029303008,0.000028160774,3.611489e-7,0.49055743,0.000002892719,0.0000065645872,0.30752352,0.06204069,0.002766239],"study_design_scores_gemma":[0.000097554606,0.00000299202,0.1532889,0.000010119851,0.000003426115,0.0000011264362,0.037342347,0.0000049677174,0.0000047085673,0.0043684123,0.8048018,0.00007359953],"about_ca_topic_score_codex":0.0036180427,"about_ca_topic_score_gemma":0.008299457,"teacher_disagreement_score":0.74276114,"about_ca_system_score_codex":0.00011211384,"about_ca_system_score_gemma":0.00004323276,"threshold_uncertainty_score":0.54694223},"labels":[],"label_agreement":null},{"id":"W2324238192","doi":"10.1177/1748048516640202","title":"Circulating health rumors in the ‘Arab World’: A 12-month content analysis of news stories and reader commentary about Middle East Respiratory Syndrome from two Middle Eastern news outlets","year":2016,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Framing (construction); Middle East respiratory syndrome; Middle East; Rumor; Media studies; Privilege (computing); Entertainment; News media; The Internet; Speculation; History; Advertising; Political science; Coronavirus disease 2019 (COVID-19); Sociology; Medicine; Public relations; Computer science; Law; Business; Infectious disease (medical specialty); World Wide Web; Disease","score_opus":0.1980574443153597,"score_gpt":0.3561602061013972,"score_spread":0.1581027617860375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324238192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8422967,0.00332384,0.00017518424,0.14982568,0.00017498095,0.0004048425,0.000093516726,0.000026872764,0.003678386],"genre_scores_gemma":[0.99200225,0.0013543847,0.00032993846,0.0058741854,0.000073560506,0.000077227334,0.00010230102,0.000010833328,0.00017533248],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967225,0.001445536,0.0007517887,0.00024309884,0.0006082892,0.00022874826],"domain_scores_gemma":[0.99705774,0.0010581245,0.0006644275,0.00095432374,0.00018581172,0.0000796054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014325726,0.0001491832,0.00035765834,0.000308037,0.00045830195,0.00008285286,0.0012751627,0.000044323006,0.00007171277],"category_scores_gemma":[0.00027002743,0.00011148539,0.000117166404,0.0004789279,0.00038314698,0.00031057428,0.00032500253,0.00021257694,0.0000057904094],"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":[0.000074352465,0.00019493456,0.8547308,0.000010417599,0.0007118881,0.000003365482,0.10717521,0.00003579786,0.000099126344,0.012012888,0.0011632722,0.023787975],"study_design_scores_gemma":[0.00203937,0.00008552857,0.76223004,0.000875329,0.00020876544,0.000002028826,0.14208482,0.0008078645,0.000009511117,0.001980643,0.08929356,0.0003825163],"about_ca_topic_score_codex":0.059296496,"about_ca_topic_score_gemma":0.33226413,"teacher_disagreement_score":0.2729676,"about_ca_system_score_codex":0.00031952834,"about_ca_system_score_gemma":0.000068860085,"threshold_uncertainty_score":0.9469677},"labels":[],"label_agreement":null},{"id":"W2336239463","doi":"10.1177/1748048515598042","title":"Communication industries in North America after 20 years of North American Free Trade Agreement: Media policy, regulatory bodies and concentration","year":2015,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Political Influence and Corporate Strategies","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Media policy; Free trade agreement; Regulatory reform; Political science; International trade; Business; Economics; Telecommunications; Free trade; Engineering; Law; Politics","score_opus":0.03183481420090299,"score_gpt":0.2591518505590969,"score_spread":0.2273170363581939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336239463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851469,0.00026068685,0.000012567723,0.008802471,0.000046302237,0.00013918434,0.00004667816,0.000034540826,0.005510691],"genre_scores_gemma":[0.99690235,0.0002673692,0.00021159482,0.0019934794,0.00013209652,0.00004342953,0.0004113119,0.000011114928,0.000027232438],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988311,0.000057860587,0.00043882043,0.00015371223,0.000347832,0.00017069651],"domain_scores_gemma":[0.9986363,0.000110655055,0.00039835405,0.00059774827,0.0002267,0.000030207804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018172372,0.00013070558,0.00018894438,0.0002374073,0.00004969358,0.00013533754,0.000704775,0.00003497279,0.000014510974],"category_scores_gemma":[0.00032262367,0.00014439927,0.000029133733,0.0004024148,0.00069930777,0.0011795793,0.00035246953,0.00020311768,0.000018625382],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014612556,0.00013844088,0.94849956,0.000019191575,0.00005929624,0.0000031044085,0.0015667436,0.0002411318,0.000026453607,0.024784934,0.0024669373,0.02204808],"study_design_scores_gemma":[0.000460587,0.000012352104,0.97445,0.000034663713,0.000015314217,7.3672913e-7,0.00076898176,0.00046079882,0.000022233076,0.0044972957,0.019129146,0.00014787185],"about_ca_topic_score_codex":0.004193256,"about_ca_topic_score_gemma":0.020672321,"teacher_disagreement_score":0.025950458,"about_ca_system_score_codex":0.00008591102,"about_ca_system_score_gemma":0.000098635304,"threshold_uncertainty_score":0.99719787},"labels":[],"label_agreement":null},{"id":"W2344102095","doi":"10.1177/1748048515601577","title":"Learning through entertainment: The effects of Bollywood movies on the job-seeking behavior of South Asian female","year":2015,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"South Asian Cinema and Culture","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Entertainment; Psychology; Social psychology; Narrative; Advertising; Political science; Business; Art","score_opus":0.03879144581047668,"score_gpt":0.2633408713618756,"score_spread":0.22454942555139895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344102095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76068145,0.00045926918,0.000042969375,0.0077746557,0.00047596465,0.00041239482,0.000023789145,0.00004026596,0.23008923],"genre_scores_gemma":[0.9956963,0.000018970779,0.0000368177,0.0004601123,0.0001242765,0.000070085065,0.000026052692,0.000011955724,0.003555399],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998977,0.00021573741,0.00026538633,0.0000923547,0.00036024593,0.00008925225],"domain_scores_gemma":[0.99875844,0.00025694852,0.0003049617,0.0004298668,0.0002308353,0.000018969631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025025383,0.00010428444,0.00011984732,0.000035175326,0.0002352834,0.00007481919,0.0007510305,0.000029236304,0.00019812102],"category_scores_gemma":[0.00024119328,0.00006042471,0.000095349715,0.000034268072,0.00025174176,0.00011876954,0.00012314487,0.0002479528,0.000028791146],"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":[0.000058820886,0.00016803714,0.0074826702,0.000031315747,0.00017300142,0.0000012628035,0.6054488,0.000033254248,0.00055899547,0.38226876,0.0022617762,0.0015133441],"study_design_scores_gemma":[0.0025217931,0.0007687594,0.018685833,0.0011474537,0.00030998947,0.00001032168,0.64161164,0.0003610566,0.007937002,0.008700704,0.317433,0.0005124896],"about_ca_topic_score_codex":0.00008251009,"about_ca_topic_score_gemma":0.00006769741,"teacher_disagreement_score":0.37356803,"about_ca_system_score_codex":0.000024983186,"about_ca_system_score_gemma":0.000016401505,"threshold_uncertainty_score":0.24640481},"labels":[],"label_agreement":null},{"id":"W2344407524","doi":"10.1177/1748048516642732","title":"Assessing public sentiments and news preferences on Al Jazeera and Al Arabiya","year":2016,"lang":"en","type":"article","venue":"International Communication Gazette","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":"Concordia University","funders":"","keywords":"Media studies; News values; Advertising; Political science; News media; Channel (broadcasting); Arabic; Internet privacy; Sociology; Computer science; Business; Telecommunications; Linguistics","score_opus":0.10554576241988287,"score_gpt":0.40999061544385257,"score_spread":0.30444485302396973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344407524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7952879,0.000107488464,0.00007651215,0.17142339,0.00034393367,0.00008990672,0.000011386124,0.00003861358,0.032620847],"genre_scores_gemma":[0.9938323,0.0012716453,0.00037376786,0.003802965,0.00012348873,0.000015087951,0.000012209038,0.0000057188086,0.00056283653],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892443,0.00029219085,0.00015433657,0.00013447837,0.00034587743,0.0001487066],"domain_scores_gemma":[0.99881256,0.0006927587,0.00010287941,0.0001627539,0.00012930881,0.00009973279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029239323,0.00007020068,0.00007458031,0.00007161539,0.00034654615,0.00032549817,0.00031976216,0.000052865504,0.00014588534],"category_scores_gemma":[0.0005114964,0.000056656867,0.000019933246,0.00005705664,0.00034380303,0.0005558714,0.0001022365,0.00009821224,0.00003372067],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002328185,0.00016004468,0.41569284,0.0000040733084,0.00012481693,0.0000014780692,0.009831827,2.1296209e-7,0.0015827317,0.2668278,0.018742189,0.2870087],"study_design_scores_gemma":[0.000603934,0.000027814478,0.077981,0.00012607234,0.000010748834,0.0000017339572,0.0040241657,0.00004305928,0.00020779543,0.025481796,0.8913,0.00019186671],"about_ca_topic_score_codex":0.00052205124,"about_ca_topic_score_gemma":0.00036541236,"teacher_disagreement_score":0.8725578,"about_ca_system_score_codex":0.00008025142,"about_ca_system_score_gemma":0.00006722673,"threshold_uncertainty_score":0.31387863},"labels":[],"label_agreement":null},{"id":"W2463653969","doi":"10.1177/1748048516655714","title":"Communication studies at the crossroads: What do we stand for?","year":2016,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Discipline; Politics; Sociology; Political science; Engineering ethics; Social science; Public relations; Law; Engineering","score_opus":0.06212685771531629,"score_gpt":0.41161486439090056,"score_spread":0.3494880066755843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2463653969","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041792147,0.09367326,0.00074837665,0.84907365,0.0015259836,0.0007579768,0.000049042403,0.00011623703,0.012263306],"genre_scores_gemma":[0.55036104,0.3852858,0.0017677575,0.0016488364,0.00021037765,0.00050426874,0.000025361553,0.000018320205,0.060178235],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984084,0.0003296828,0.00035088853,0.0001864298,0.00052684254,0.0001977688],"domain_scores_gemma":[0.9962206,0.0017548128,0.00031169783,0.00082360697,0.00083680206,0.000052471296],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014557673,0.00011119512,0.00011553238,0.000052972257,0.0014317821,0.00033890715,0.0013695337,0.0000611252,0.00046822516],"category_scores_gemma":[0.0005746106,0.00007191292,0.00007651023,0.0001407177,0.0006431837,0.0010223831,0.0003183502,0.00008753144,0.00020031059],"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":[0.000120189965,0.00015340472,0.0065338193,0.000014251105,0.0003356747,2.5312298e-7,0.095844805,0.00001202515,0.00033309063,0.29338104,0.38568488,0.21758659],"study_design_scores_gemma":[0.0003760806,0.0000071768673,0.0021444832,0.00034045568,0.0000087194385,6.6937145e-7,0.00894151,0.0000025142028,0.00025207634,0.0206778,0.9671325,0.00011602966],"about_ca_topic_score_codex":0.000078275014,"about_ca_topic_score_gemma":0.0012600385,"teacher_disagreement_score":0.8474248,"about_ca_system_score_codex":0.0008537385,"about_ca_system_score_gemma":0.00019905824,"threshold_uncertainty_score":0.9998682},"labels":[],"label_agreement":null},{"id":"W2580535452","doi":"10.1177/1748048516689182","title":"Political economy of Huawei’s market strategies in the Nigerian telecommunication market","year":2017,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Globalization, Economics, and Policies","field":"Economics, Econometrics and Finance","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":"Multinational corporation; Internationalization; Telecommunications; Dominance (genetics); Business; Politics; Competition (biology); General partnership; International trade; Political science; Engineering","score_opus":0.03506258853550101,"score_gpt":0.2814913684165197,"score_spread":0.24642877988101872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580535452","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026858972,0.0003758835,0.00030768654,0.043324795,0.00024577059,0.00023277008,0.0001447214,0.000016019692,0.9284934],"genre_scores_gemma":[0.9967798,0.00035068765,0.000623043,0.0014924196,0.00008153518,0.00007467961,0.0000910142,0.0000145847725,0.0004922396],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985341,0.00012299062,0.0008732726,0.00020198419,0.000046748784,0.00022094404],"domain_scores_gemma":[0.9967294,0.00031124934,0.0008881178,0.0019293156,0.00010180686,0.000040128307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013723244,0.00013417644,0.00026727255,0.00020615774,0.00028277963,0.00046951795,0.0030008573,0.00009400536,0.00065016316],"category_scores_gemma":[0.00035663342,0.00014885176,0.00010383133,0.000058048005,0.00031677558,0.0008777924,0.00026846328,0.00019636775,0.00006927744],"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":[0.00001592526,0.000073575415,0.061872646,0.000008597099,0.000032872867,1.956996e-7,0.000508501,0.00001539546,0.0000023859222,0.93092406,0.006439495,0.000106341766],"study_design_scores_gemma":[0.0003702651,0.000012455539,0.34766093,0.00002112107,0.0000030181916,0.0000041856883,0.0005704022,0.0020311503,0.000017263186,0.43142256,0.21774943,0.00013719009],"about_ca_topic_score_codex":0.0011796962,"about_ca_topic_score_gemma":0.0008807447,"teacher_disagreement_score":0.9699208,"about_ca_system_score_codex":0.00013951314,"about_ca_system_score_gemma":0.00004115711,"threshold_uncertainty_score":0.711883},"labels":[],"label_agreement":null},{"id":"W2606603166","doi":"10.1177/1748048516689192","title":"Sport and public service in Canada: The roots of the inherent bonds between the Canadian Broadcasting Corporation/Radio-Canada and the Olympic Games","year":2017,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Olympiad; Broadcasting (networking); Spectacle; Public broadcasting; Amateur; Corporation; Advertising; Competition (biology); Public service; Service (business); Political science; Media studies; Commercial broadcasting; Sociology; Public relations; History; Business; Law; Marketing","score_opus":0.049568129016659475,"score_gpt":0.2856702690082079,"score_spread":0.23610213999154844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606603166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78724426,0.00024946572,4.6251165e-7,0.20365898,0.00016890804,0.00024313394,0.000015812542,0.000002384356,0.008416568],"genre_scores_gemma":[0.99763376,0.00010837909,0.0000060195375,0.0018499662,0.0000768711,0.000020456044,0.00001577435,0.000005055416,0.00028370306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883395,0.00013683249,0.00025998146,0.000093331764,0.00050359685,0.00017232944],"domain_scores_gemma":[0.9983245,0.00029337427,0.00044634755,0.0006410799,0.00021161792,0.0000830771],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012363045,0.00007934953,0.0001104623,0.000029680345,0.001772353,0.0002730157,0.0017252652,0.000032650783,0.00002286373],"category_scores_gemma":[0.0003683994,0.000042381616,0.000018152265,0.0001248137,0.00046308784,0.00023047747,0.00022542295,0.00023509665,3.0339325e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000053238596,0.0000035591975,0.9460632,0.0000020377556,0.000031946005,5.47951e-7,0.0019343327,0.000017343129,0.0000014878117,0.047646366,0.0014271657,0.00286666],"study_design_scores_gemma":[0.00023551118,0.000001242835,0.8620782,0.000027599131,0.00001059865,0.0000019575293,0.0010736573,0.00022459132,0.000004255697,0.0008293582,0.13546547,0.00004757008],"about_ca_topic_score_codex":0.9998883,"about_ca_topic_score_gemma":0.9999981,"teacher_disagreement_score":0.2103895,"about_ca_system_score_codex":0.00057846087,"about_ca_system_score_gemma":0.0043732845,"threshold_uncertainty_score":0.9995272},"labels":[],"label_agreement":null},{"id":"W2607274039","doi":"10.1177/1748048516689194","title":"On thin ice: <i>Hockey Night in Canada</i> and the future of national public service media","year":2017,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ice hockey; Public service; Public broadcasting; Service (business); Criticism; Public relations; Mass media; Sociology; Political science; Media studies; Advertising; Business; Marketing; Law","score_opus":0.03256363858178328,"score_gpt":0.3141031205755774,"score_spread":0.2815394819937941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607274039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61783856,0.00035181374,0.0000034364684,0.28400663,0.0006397893,0.00016785994,0.000032493186,0.000009966535,0.09694949],"genre_scores_gemma":[0.9950957,0.0006086802,0.000055767145,0.0037768555,0.00016069076,0.000014370666,0.000042142456,0.0000047034,0.00024113191],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99862325,0.00017514994,0.00022042931,0.000094051175,0.0007704534,0.00011663691],"domain_scores_gemma":[0.9982508,0.0005727894,0.0003170257,0.00040046353,0.0004006752,0.000058254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013068118,0.00006724812,0.000103981125,0.0000649503,0.00045862654,0.00011706867,0.0013879178,0.000047134246,0.00013123818],"category_scores_gemma":[0.00081505487,0.00005261052,0.000025045427,0.00008423856,0.00021276058,0.0003599114,0.00014877038,0.00020418504,0.0000053979325],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006818118,0.000036917852,0.017064203,0.0000026603063,0.000026151516,7.6417615e-7,0.005779495,0.000023158911,0.0000071130453,0.9667123,0.008178162,0.0021008747],"study_design_scores_gemma":[0.0021106843,0.000005897546,0.29640818,0.00008599393,0.0000071092013,0.0000020404664,0.0022452706,0.00068710383,0.000040781946,0.05646695,0.64177406,0.00016594194],"about_ca_topic_score_codex":0.68813694,"about_ca_topic_score_gemma":0.9900051,"teacher_disagreement_score":0.91024536,"about_ca_system_score_codex":0.00028216947,"about_ca_system_score_gemma":0.00094922987,"threshold_uncertainty_score":0.3527431},"labels":[],"label_agreement":null},{"id":"W2781915522","doi":"10.1177/1748048517742783","title":"The political economy of Chinese internet companies: Financialization, concentration, and capitalization","year":2018,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"China's Socioeconomic Reforms and Governance","field":"Social Sciences","cited_by":120,"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; York University","funders":"","keywords":"The Internet; China; Nexus (standard); Business; Capital (architecture); Financialization; Capitalization; Government (linguistics); Politics; Market economy; Finance; Financial system; Economics; Political science","score_opus":0.010185448750169725,"score_gpt":0.30032367090390616,"score_spread":0.2901382221537364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781915522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63198906,0.00057678024,0.004075023,0.063091956,0.0007301327,0.00036494623,0.000028899853,0.000054731772,0.29908845],"genre_scores_gemma":[0.99738723,0.00033538215,0.00016011296,0.0010905744,0.00024951497,0.00001342863,0.000035809175,0.0000065566705,0.00072137447],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991255,0.00011626823,0.0003501827,0.00011811448,0.00014706988,0.00014291027],"domain_scores_gemma":[0.99868417,0.00025351738,0.0002807686,0.00024975828,0.00048044606,0.000051352246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041789564,0.00007508307,0.00009788909,0.000017792323,0.0004526045,0.00014010014,0.00051982567,0.0000523076,0.00008696787],"category_scores_gemma":[0.00037242286,0.00005975362,0.00003524864,0.00007749669,0.0010452993,0.000381197,0.00010074719,0.00007026051,0.000014496216],"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":[0.000010944777,0.000015938715,0.04020984,0.0000019355334,0.000019423547,3.345198e-8,0.0068373587,0.0000017972006,0.00000805259,0.9504637,0.0019407194,0.00049024285],"study_design_scores_gemma":[0.00042366202,0.00003277263,0.08567254,0.00003104851,0.0000068455206,0.000001771414,0.0020073822,0.0036817093,0.00012039483,0.45027345,0.457605,0.00014341125],"about_ca_topic_score_codex":0.0013770655,"about_ca_topic_score_gemma":0.0032089313,"teacher_disagreement_score":0.50019026,"about_ca_system_score_codex":0.00016361543,"about_ca_system_score_gemma":0.00010736277,"threshold_uncertainty_score":0.38514492},"labels":[],"label_agreement":null},{"id":"W2895407774","doi":"10.1177/1748048518802964","title":"Transnational fandom in the making: K-pop fans in Vancouver","year":2018,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Fandom; Negotiation; Context (archaeology); Sociology; Media studies; Popular culture; Advertising; Gender studies; History; Social science","score_opus":0.03624553965553027,"score_gpt":0.377197363208197,"score_spread":0.34095182355266673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895407774","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031575583,0.00013716938,0.00048084074,0.25124806,0.0007871544,0.0003612186,0.000010600686,0.000036137713,0.71536326],"genre_scores_gemma":[0.995736,0.000075039025,0.00048404225,0.002444497,0.00021502905,0.00006579425,0.000015088842,0.0000041472786,0.0009603373],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987858,0.00030937293,0.00021851865,0.00011089956,0.00043525465,0.000140169],"domain_scores_gemma":[0.99926895,0.00028183844,0.0000697678,0.0001988914,0.00016722882,0.0000133534795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009454586,0.00006528132,0.00007705334,0.000105489926,0.00024444042,0.000047937978,0.00086092146,0.000052339947,0.00020937981],"category_scores_gemma":[0.0002453408,0.000051786814,0.000037948765,0.00026888686,0.00033665064,0.0002231162,0.000044232118,0.0001933108,0.000021878092],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046849058,0.00014864466,0.021322211,0.0000017273472,0.000025983649,0.0000031482637,0.17620163,0.000010234495,0.00003350324,0.76728463,0.030890774,0.0040306714],"study_design_scores_gemma":[0.0005474002,0.0000088226725,0.04860131,0.000020355226,0.0000037875416,6.6765733e-7,0.019295355,0.00007597606,0.000010863865,0.01090907,0.92043865,0.00008776089],"about_ca_topic_score_codex":0.00021602053,"about_ca_topic_score_gemma":0.13517994,"teacher_disagreement_score":0.96416044,"about_ca_system_score_codex":0.00012214902,"about_ca_system_score_gemma":0.00006298862,"threshold_uncertainty_score":0.88060075},"labels":[],"label_agreement":null},{"id":"W2909441134","doi":"10.1177/1748048518825322","title":"Editorial boards in communication sciences journals: Plurality or standardization?","year":2019,"lang":"en","type":"paratext","venue":"International Communication Gazette","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Acknowledgement; Typology; Diversity (politics); Status quo; Value (mathematics); Sociology; Social science; Citation; Political science; Public relations; Law; Anthropology","score_opus":0.040775835717071295,"score_gpt":0.3340140791137686,"score_spread":0.29323824339669735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909441134","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00041790766,0.0055853208,0.0020895605,0.0273757,0.08161302,0.0012794331,0.00017590659,0.00015724522,0.88130593],"genre_scores_gemma":[0.3400274,0.049065437,0.006687029,0.020516338,0.21007754,0.0006953036,0.019518642,0.0004956713,0.35291666],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964255,0.00014732277,0.0010548587,0.00048343392,0.0015742854,0.00031456488],"domain_scores_gemma":[0.9960466,0.00036503878,0.0012738657,0.0009074222,0.0013917787,0.000015267686],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020763685,0.00039957563,0.0004934287,0.0009969514,0.0006730061,0.0015174252,0.0030799524,0.0002835504,0.011820695],"category_scores_gemma":[0.00077094516,0.00036222633,0.0001342597,0.0011963266,0.00027731116,0.0021779798,0.001802833,0.0007428832,0.0053894585],"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":[0.000100488585,0.00009929073,0.0029889897,0.00009327201,0.00011012229,4.5231067e-7,0.00006608092,0.002384674,0.0000041385993,0.012280285,0.98134655,0.00052566803],"study_design_scores_gemma":[0.0008931289,0.000009984227,0.002361862,0.00053777936,0.0000399486,6.377863e-7,0.00019468533,0.0014408425,0.0000032111216,0.0035098991,0.9905798,0.00042822212],"about_ca_topic_score_codex":0.0008737068,"about_ca_topic_score_gemma":0.0011356914,"teacher_disagreement_score":0.5283893,"about_ca_system_score_codex":0.0003990715,"about_ca_system_score_gemma":0.00018327571,"threshold_uncertainty_score":0.999883},"labels":[],"label_agreement":null},{"id":"W2912930965","doi":"10.1177/1748048519828594","title":"Creating in-between spaces through diasporic and mainstream media consumption: A comparison of four ethnocultural and immigrant communities in Ottawa, Canada","year":2019,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Diaspora, migration, transnational identity","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":"University of Ottawa","funders":"University of Ottawa","keywords":"Mainstream; Newspaper; Immigration; Media consumption; Consumption (sociology); Media studies; Sociology; New media; Political science; Public relations; Social science; Law","score_opus":0.056294932893041695,"score_gpt":0.3372760773235369,"score_spread":0.2809811444304952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912930965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98969275,0.0010173025,0.000018558232,0.004429436,0.000111911904,0.00024259643,0.00005859683,0.000015148613,0.0044137095],"genre_scores_gemma":[0.9976651,0.0011022754,0.0007665497,0.000105499406,0.000029344837,0.000017713422,0.00019990219,0.0000071068807,0.00010648789],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821585,0.00041272453,0.000540422,0.00013932755,0.00053626485,0.00015539264],"domain_scores_gemma":[0.9976484,0.0015607128,0.000288773,0.00022657748,0.00023023803,0.00004526598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084948924,0.00011599983,0.00025724716,0.00015455553,0.00015925636,0.00007960899,0.0004717184,0.00007816933,0.00009863846],"category_scores_gemma":[0.00020569396,0.00012615629,0.00002557346,0.00021969207,0.00035201907,0.00063410256,0.000098752265,0.0002668954,0.0000024929811],"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":[0.000010060832,0.0000340442,0.9110643,0.00001674143,0.00002176769,5.0107633e-7,0.050589614,0.0000665867,0.00001928748,0.037160553,0.000063203865,0.00095329765],"study_design_scores_gemma":[0.0005788704,0.000009095573,0.95345384,0.00014347976,0.0000093687,8.4578164e-7,0.040199853,0.00050129055,0.000031240204,0.0019457744,0.0029955262,0.00013079494],"about_ca_topic_score_codex":0.8460962,"about_ca_topic_score_gemma":0.98844004,"teacher_disagreement_score":0.14234385,"about_ca_system_score_codex":0.00026867594,"about_ca_system_score_gemma":0.00018235188,"threshold_uncertainty_score":0.5144504},"labels":[],"label_agreement":null},{"id":"W3022642965","doi":"10.1177/1748048518757121","title":"Towards digital constitutionalism? Mapping attempts to craft an Internet Bill of Rights","year":2018,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Cybersecurity and Cyber Warfare Studies","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":"McGill University","funders":"","keywords":"Constitutionalism; Craft; Politics; Political science; Power (physics); The Internet; Internet governance; Corporate governance; Law; Intervention (counseling); Public relations; Public administration; Law and economics; Sociology; Business; Democracy; Computer science","score_opus":0.043403964028940575,"score_gpt":0.3475852486114283,"score_spread":0.3041812845824877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022642965","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43562996,0.00012465437,0.0028814648,0.05115462,0.0010525876,0.0003593565,0.00017096323,0.00016082815,0.5084656],"genre_scores_gemma":[0.99625844,0.000024698851,0.001145572,0.0007814821,0.00030526746,0.000018355755,0.00007755797,0.0000058125643,0.0013827892],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865896,0.00014476838,0.00033109935,0.00019410205,0.0005093887,0.00016167208],"domain_scores_gemma":[0.9984133,0.00013075853,0.00014667466,0.00037071118,0.0008376501,0.00010088965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047519585,0.000102741236,0.00013882836,0.00016327531,0.0004031415,0.0001440214,0.0010586205,0.00006320232,0.00056948344],"category_scores_gemma":[0.00031387946,0.0000934152,0.0000683548,0.00022914467,0.0009900504,0.00065895135,0.00032455262,0.000115852825,0.00019183238],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081028724,0.00034801074,0.007015485,0.000004990823,0.000253082,0.0000025365753,0.098065905,0.00000889213,0.0001564831,0.83920234,0.043031957,0.011829261],"study_design_scores_gemma":[0.00022119851,0.000047957587,0.0075889635,0.0000958145,0.0000074022023,0.0000023900084,0.0028214832,0.00006721526,0.00035915236,0.0385933,0.95002055,0.00017458512],"about_ca_topic_score_codex":0.011872224,"about_ca_topic_score_gemma":0.013813523,"teacher_disagreement_score":0.90698856,"about_ca_system_score_codex":0.00013449162,"about_ca_system_score_gemma":0.00009546413,"threshold_uncertainty_score":0.9947078},"labels":[],"label_agreement":null},{"id":"W3141561526","doi":"10.1177/17480485211006662","title":"Framing Syrian refugees: US local news and the politics of immigration","year":2021,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Migration, Refugees, and Integration","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 Saskatchewan; Ontario Tech University","funders":"","keywords":"Refugee; Framing (construction); Refugee crisis; Immigration; Politics; Political science; Syrian refugees; Terrorism; Vetting; Public opinion; News media; Political economy; Law; Sociology; History","score_opus":0.01234835163124561,"score_gpt":0.3103608648203602,"score_spread":0.2980125131891146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3141561526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75523394,0.005502953,0.042867046,0.0922029,0.0010345583,0.0006472855,0.000055587425,0.00012818343,0.10232756],"genre_scores_gemma":[0.9915627,0.002447114,0.0012020007,0.0010797567,0.00018322287,0.00002236018,0.00014330837,0.000008180908,0.003351359],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981997,0.0006716905,0.00042113365,0.00014714526,0.00043710636,0.0001232167],"domain_scores_gemma":[0.99810183,0.00045403992,0.0002525979,0.00040414798,0.00073918107,0.000048220947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008149585,0.000088366265,0.00013757484,0.00007281349,0.0005319985,0.00014061487,0.000425302,0.00009345231,0.00017475871],"category_scores_gemma":[0.00072936097,0.00007340874,0.00007552685,0.00018870071,0.0006371762,0.00037647728,0.000090604015,0.00018453597,0.000011307504],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026554531,0.00004855,0.0036930172,0.000006352801,0.000048976897,4.1753705e-7,0.018006748,0.0000417058,0.00034057596,0.96956027,0.002035052,0.0061918003],"study_design_scores_gemma":[0.0011173284,0.000023666595,0.009349514,0.00011676591,0.000049115526,0.000007665255,0.021237157,0.0056349523,0.0025110964,0.045257773,0.9144884,0.00020658463],"about_ca_topic_score_codex":0.004970948,"about_ca_topic_score_gemma":0.034243327,"teacher_disagreement_score":0.92430246,"about_ca_system_score_codex":0.00011380789,"about_ca_system_score_gemma":0.00019766662,"threshold_uncertainty_score":0.98337924},"labels":[],"label_agreement":null},{"id":"W4296185263","doi":"10.1177/17480485221126344","title":"Journalism education, research, and practice in Africa: Toward a transformative approach","year":2022,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Journalism; Transformative learning; Technical Journalism; Sociology; Context (archaeology); Field (mathematics); Public relations; Political science; Engineering ethics; Media studies; Social science; Pedagogy","score_opus":0.1591328584373077,"score_gpt":0.44002210446605067,"score_spread":0.280889246028743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296185263","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00720557,0.0054483092,0.00018103323,0.24226864,0.00024875483,0.00048631546,0.000011473449,0.000033749246,0.7441162],"genre_scores_gemma":[0.98396885,0.009740831,0.0031383156,0.0008392825,0.000072767456,0.0006139667,0.00005240476,0.00000831899,0.0015652709],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956464,0.0027948874,0.0003141374,0.00014991415,0.0008876989,0.00020693192],"domain_scores_gemma":[0.9971915,0.0015910295,0.00015866301,0.0003726144,0.0006181895,0.00006799059],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0063423174,0.00006953307,0.00009881576,0.00029855446,0.0015147111,0.00012815029,0.0012264044,0.000034812096,0.00016199407],"category_scores_gemma":[0.001461792,0.00007860388,0.00002679124,0.0005876501,0.00035782548,0.000587323,0.0005075426,0.0007595736,0.0000076400665],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008591382,0.0006980851,0.00037404752,0.000004986172,0.000041981908,6.339511e-7,0.35637882,0.000039032657,0.000022483466,0.61038965,0.013911066,0.01805333],"study_design_scores_gemma":[0.00021109097,0.000023529532,0.0008236026,0.000012816859,0.000003802871,0.000009420621,0.21160951,0.00014867583,0.0000014927676,0.020044932,0.76703966,0.00007149731],"about_ca_topic_score_codex":0.0022756187,"about_ca_topic_score_gemma":0.0003990244,"teacher_disagreement_score":0.97676325,"about_ca_system_score_codex":0.00047446528,"about_ca_system_score_gemma":0.00031613035,"threshold_uncertainty_score":0.9997852},"labels":[],"label_agreement":null},{"id":"W4306777815","doi":"10.1177/17480485221132753","title":"The Dissident: ‘Sawing’ political activism by media corporation?","year":2022,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Middle East and Rwanda Conflicts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Paul University","funders":"","keywords":"Politics; Corporation; Commodity; Narrative; Freedom of expression; Media studies; Political science; Freedom of the press; Perspective (graphical); Sociology; Law; Human rights; Business; Literature; Visual arts; Art","score_opus":0.030089168211973428,"score_gpt":0.32237483938939465,"score_spread":0.2922856711774212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306777815","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031127915,0.0009732044,0.0005124742,0.38243252,0.0023707014,0.00038802257,0.0001327805,0.00018405497,0.5818783],"genre_scores_gemma":[0.9845575,0.00014716794,0.000053781096,0.001254009,0.00019935312,0.00009425126,0.00016431721,0.000009468157,0.013520128],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979345,0.0006252011,0.00022464755,0.0001283287,0.0008651276,0.00022220059],"domain_scores_gemma":[0.99839985,0.0008210019,0.00014974564,0.0003668479,0.00016285281,0.000099720135],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011346358,0.00007057776,0.00006462398,0.000048971135,0.0028284995,0.0002470117,0.0013786167,0.00003218701,0.0008023928],"category_scores_gemma":[0.00044198474,0.000062634,0.000055450168,0.0001554977,0.0003401747,0.00023621204,0.00035219622,0.00033091518,0.0000525763],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019038322,0.00004890413,0.001204153,3.0677612e-7,0.000023542458,6.1226234e-7,0.0043252413,0.0000055088076,0.00009551533,0.96078765,0.03028874,0.0032007603],"study_design_scores_gemma":[0.00016272928,0.000006888396,0.001560801,0.0000033817837,0.0000047018234,0.0000017100705,0.004752492,0.00017161378,0.000036009144,0.019804811,0.97341496,0.000079908445],"about_ca_topic_score_codex":0.0010658421,"about_ca_topic_score_gemma":0.0007570604,"teacher_disagreement_score":0.9534296,"about_ca_system_score_codex":0.00027775852,"about_ca_system_score_gemma":0.00014214606,"threshold_uncertainty_score":0.9984697},"labels":[],"label_agreement":null},{"id":"W4361305582","doi":"10.1177/17480485221151116","title":"Transnational soap operas and viewing practices in the digital age: The Greek fandom of Turkish dramas","year":2023,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"National Office for Philosophy and Social Sciences","keywords":"Turkish; SOAP; Fandom; Ideology; Advertising; Criticism; Sociology; Media studies; Ethnography; Literature; Art; Political science; Law; Business; Anthropology","score_opus":0.09564019398118394,"score_gpt":0.3872388315663622,"score_spread":0.29159863758517823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361305582","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38288796,0.0008299957,0.000043331198,0.53585994,0.00020558032,0.0004883547,0.000023291375,0.000047643247,0.07961391],"genre_scores_gemma":[0.9959404,0.0027120716,0.00009679302,0.0006640746,0.0000545653,0.00009082628,0.00008624715,0.000005233247,0.00034977897],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998378,0.00055088487,0.00029649152,0.000106461106,0.0005508401,0.00011732151],"domain_scores_gemma":[0.99643725,0.0027001626,0.0002795015,0.0004018745,0.00016176222,0.000019471076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002205985,0.00006878649,0.000094775394,0.000080754675,0.00051898207,0.000252956,0.0014320436,0.000039196966,0.000035241374],"category_scores_gemma":[0.0012516455,0.00004725319,0.000045941448,0.00038751523,0.00042043946,0.00040466612,0.00020081326,0.00024325418,0.000007840989],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042490665,0.00012761893,0.018370204,0.000010895923,0.00010077925,0.0000034844575,0.13055262,0.00007746944,0.00009297499,0.81994206,0.0032852774,0.027394136],"study_design_scores_gemma":[0.00056349597,0.000016344444,0.11237079,0.000036916048,0.000017696662,0.0000041741405,0.035959005,0.0011147003,0.0000074216437,0.015345305,0.8344473,0.00011684923],"about_ca_topic_score_codex":0.00048274812,"about_ca_topic_score_gemma":0.0023659216,"teacher_disagreement_score":0.83116204,"about_ca_system_score_codex":0.0000364606,"about_ca_system_score_gemma":0.000053322572,"threshold_uncertainty_score":0.3991643},"labels":[],"label_agreement":null},{"id":"W4387409933","doi":"10.1177/17480485231206364","title":"Personalization of Trump and Xi in the U.S.–China trade conflict news: Comparison between the U.S. and China","year":2023,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"State Oceanic Administration; General Administration of Quality Supervision, Inspection and Quarantine of the People's Republic of China; National Development and Reform Commission; Ministry of Land and Resources of the People's Republic of China; Ministry of Water Resources; Chinese People’s Liberation Army; Ministry of Economy, Trade and Industry; Ministry of Agriculture of the People's Republic of China; U.S. Department of Justice; China National Offshore Oil Corporation; Commercial Aircraft of China; China Meteorological Administration; Ministry of Industry and Information Technology of the People's Republic of China; Ministry of Science and Technology of the People's Republic of China; Centre in Green Chemistry and Catalysis; U.S. Department of Homeland Security; Chinese Academy of Sciences","keywords":"Personalization; China; Ideology; Politics; Scope (computer science); Political science; Soft power; Political economy; Sociology; Business; Law; Marketing","score_opus":0.06761036871934256,"score_gpt":0.3658325391050901,"score_spread":0.29822217038574755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387409933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6827845,0.0019999205,0.00008843833,0.29981312,0.00008988614,0.0004074814,0.000018350549,0.000039598737,0.0147586735],"genre_scores_gemma":[0.98913056,0.010126947,0.000069722686,0.00040334061,0.000063304535,0.00004180244,0.00008140451,0.0000054194193,0.000077477016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837524,0.0007353257,0.00029769042,0.00010588049,0.0003734439,0.00011241605],"domain_scores_gemma":[0.99845695,0.0009161168,0.00019152135,0.00036892176,0.000042293133,0.000024205317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001550271,0.00007400979,0.00012763796,0.00008195695,0.0005133701,0.00007791057,0.0008850772,0.00004857098,0.000018092387],"category_scores_gemma":[0.00029067844,0.00005270886,0.000030034696,0.00033894955,0.00044301536,0.00014117065,0.00018910297,0.00021393067,0.0000031161817],"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":[0.000029149423,0.00008657437,0.43922564,0.000022891996,0.000112245114,3.6127378e-7,0.3139778,0.000034623834,0.00007161303,0.18641219,0.009098224,0.050928686],"study_design_scores_gemma":[0.0002444578,0.000015336913,0.86964667,0.00003597279,0.000016490381,5.669802e-7,0.016652381,0.0016792181,0.000007939106,0.0030835401,0.10855466,0.000062756844],"about_ca_topic_score_codex":0.0029512015,"about_ca_topic_score_gemma":0.0028052784,"teacher_disagreement_score":0.43042102,"about_ca_system_score_codex":0.000032050368,"about_ca_system_score_gemma":0.000024172043,"threshold_uncertainty_score":0.44613534},"labels":[],"label_agreement":null},{"id":"W4405456065","doi":"10.1177/17480485241305316","title":"National identity, institutional trust, and beliefs in COVID-19 origin conspiracies: A cross-national comparative study","year":2024,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Misinformation and Its Impacts","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":"Mount Royal University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Political science; 2019-20 coronavirus outbreak; National identity; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Identity (music); Pandemic; Sociology; Law; Virology; Politics; Medicine; Outbreak","score_opus":0.1807885593358502,"score_gpt":0.5176486623610481,"score_spread":0.3368601030251979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405456065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59092444,0.0011718953,0.001869185,0.033528235,0.0010091463,0.0011899458,0.00030438317,0.00034997374,0.36965278],"genre_scores_gemma":[0.9945489,0.00035759117,0.00036512426,0.002547119,0.00017820623,0.00005106631,0.00018433294,0.000007682269,0.0017599382],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99686074,0.0003631112,0.0005831524,0.00026575517,0.0017280647,0.00019918692],"domain_scores_gemma":[0.9980729,0.00074394455,0.00014084135,0.00016783467,0.00068138575,0.00019307346],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031577242,0.00015294841,0.00015937067,0.00064273376,0.00076440367,0.0013554592,0.0007266332,0.00009384456,0.0010303688],"category_scores_gemma":[0.0018095811,0.00016451205,0.00005576811,0.00063558103,0.0006899828,0.0037602815,0.00021187564,0.00035294757,0.0002346691],"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":[0.00004092608,0.00026573671,0.0153313475,0.000021589802,0.00009159007,0.0000060585476,0.073394716,0.001796311,0.0000098933515,0.9007475,0.007815394,0.0004789877],"study_design_scores_gemma":[0.002679244,0.000066344306,0.13117638,0.00021945252,0.000013613906,0.000039420895,0.021007285,0.01862015,0.0000073602487,0.07994969,0.7456954,0.0005256658],"about_ca_topic_score_codex":0.0012655845,"about_ca_topic_score_gemma":0.005235999,"teacher_disagreement_score":0.82079774,"about_ca_system_score_codex":0.0012884066,"about_ca_system_score_gemma":0.0019073797,"threshold_uncertainty_score":0.9998828},"labels":[],"label_agreement":null},{"id":"W4407138246","doi":"10.1177/17480485241261537","title":"A smarter neighbourhood? A postscript on Sidewalk Toronto","year":2025,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neighbourhood (mathematics); Regional science; Sociology; Economic geography; Geography; Media studies; Political science; Advertising; Business; Mathematics","score_opus":0.007232377381512503,"score_gpt":0.23768145942488994,"score_spread":0.23044908204337744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407138246","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.087575465,0.0016619846,0.0018802809,0.015107548,0.0015178133,0.0001903666,0.000027300572,0.001238938,0.8908003],"genre_scores_gemma":[0.9954228,0.0005298646,0.0006901686,0.0014327272,0.00003751509,0.00006218314,0.00003766303,0.000013565973,0.0017735326],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994259,0.000019253588,0.00019923331,0.00010436698,0.00013141548,0.00011986959],"domain_scores_gemma":[0.99917024,0.00010740863,0.000026378682,0.0006060454,0.00007242949,0.00001748784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007561397,0.00011001937,0.00009284533,0.000094300885,0.00006609041,0.000072381,0.0006978091,0.00007309149,0.00040343383],"category_scores_gemma":[0.000052021416,0.00011268026,0.000055990487,0.00007493409,0.00003916908,0.00017399712,0.00013044495,0.00016956338,0.000079548096],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006620734,0.00015082578,0.0044400725,0.000035575427,0.0005732601,0.000005134238,0.00062589307,0.0018667326,0.003085691,0.61667305,0.2647041,0.10777348],"study_design_scores_gemma":[0.0007400626,0.000047161495,0.038074408,0.00021032844,0.000019660456,0.000005869653,0.0006881585,0.02024839,0.0043959944,0.017252773,0.91797745,0.00033977136],"about_ca_topic_score_codex":0.00018468802,"about_ca_topic_score_gemma":0.0004617572,"teacher_disagreement_score":0.9078473,"about_ca_system_score_codex":0.00023545312,"about_ca_system_score_gemma":0.000009020919,"threshold_uncertainty_score":0.45949677},"labels":[],"label_agreement":null},{"id":"W4412418661","doi":"10.1177/17480485251357866","title":"Digital and mass media coverage of Russia's invasion of Ukraine compared: Uniformity within countries and diversity between countries","year":2025,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Social Media and Politics","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":"Memorial University of Newfoundland","funders":"","keywords":"Diversity (politics); Mass media; Political science; Geography; Economic geography; Development economics; Economics; Law","score_opus":0.02654399788637114,"score_gpt":0.30498085563536065,"score_spread":0.2784368577489895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412418661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97950137,0.00028219193,0.0001889951,0.0057715643,0.00017906647,0.0001203307,0.0003713762,0.000018426628,0.0135666765],"genre_scores_gemma":[0.9978022,0.001609708,0.00013166857,0.00019256452,0.00003899083,0.0000020466423,0.000071867624,0.0000025816266,0.000148352],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991098,0.00011101485,0.00026329482,0.00008234132,0.00034990808,0.000083621446],"domain_scores_gemma":[0.998037,0.0012539133,0.00021571424,0.00015322567,0.00029326483,0.000046912864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036219254,0.000066803295,0.00017189664,0.00009300476,0.00032152742,0.000057849833,0.00037201756,0.00007460393,0.000021513482],"category_scores_gemma":[0.0005379648,0.00006974666,0.000024574887,0.000103579136,0.001022971,0.00031471098,0.00034919594,0.00010390675,0.0000010921294],"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":[0.000030690637,0.000014635569,0.8443917,0.000021947944,0.00005461825,1.6908882e-7,0.014061624,0.0000012262692,0.000013892609,0.14060874,0.00024226184,0.00055849575],"study_design_scores_gemma":[0.0016933496,0.000056061886,0.6801984,0.00047998762,0.00013652927,6.658058e-7,0.01892458,0.00016637034,0.0020315952,0.12716395,0.16881712,0.00033141553],"about_ca_topic_score_codex":0.0011965384,"about_ca_topic_score_gemma":0.0005033871,"teacher_disagreement_score":0.16857485,"about_ca_system_score_codex":0.000067545916,"about_ca_system_score_gemma":0.00011567269,"threshold_uncertainty_score":0.37691793},"labels":[],"label_agreement":null},{"id":"W7116709193","doi":"10.1177/17480485251406829","title":"Sub-Saharan African region: Dominant firms in the Pay TV markets by Tokunbo Ojo","year":2025,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"African history and culture studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Multinational corporation; Oligopoly; Broadcasting (networking); Market share; Television industry; Market structure; Market segmentation","score_opus":0.019255172142974113,"score_gpt":0.29840698961580475,"score_spread":0.27915181747283063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116709193","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010016195,0.0030858775,0.0002302849,0.20757128,0.0004956177,0.00035812976,0.000012971554,0.000047839803,0.7781818],"genre_scores_gemma":[0.98435897,0.0022811524,0.000049785078,0.0023180433,0.00007261409,0.00012267988,0.000025604679,0.0000043564996,0.0107668005],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838215,0.0006819796,0.00025954848,0.00016547956,0.00034862885,0.00016220589],"domain_scores_gemma":[0.99880606,0.00046731066,0.00012901805,0.0004260034,0.00014646066,0.00002515054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010098097,0.00009842584,0.000118329786,0.000079671394,0.00070873124,0.00007651346,0.0014289403,0.0000612693,0.00008205088],"category_scores_gemma":[0.00034138848,0.00006792331,0.00006963024,0.00036826966,0.00043138594,0.00017975496,0.00012589626,0.00027544363,0.00002376492],"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":[0.0000893054,0.00018242991,0.0035177334,0.0000047943695,0.00006868074,0.0000050337176,0.03213053,0.000002476869,0.0001536678,0.12094325,0.833378,0.009524057],"study_design_scores_gemma":[0.00021422625,0.000006456668,0.011419748,0.00004324111,0.000009390911,9.015347e-7,0.0074053397,0.000012391799,0.000029848165,0.0044740094,0.9762948,0.00008965459],"about_ca_topic_score_codex":0.0006534306,"about_ca_topic_score_gemma":0.003606362,"teacher_disagreement_score":0.97434276,"about_ca_system_score_codex":0.0002530483,"about_ca_system_score_gemma":0.00006883401,"threshold_uncertainty_score":0.54510593},"labels":[],"label_agreement":null},{"id":"W7117581146","doi":"10.1177/17480485251406017","title":"South Korea's network media economy: Growth, concentration and upheaval, 2010–2022","year":2025,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Restructuring; Oligopoly; The Internet; Media industry; Revenue; Market concentration; Digital economy; Decentralization; Digital transformation; Digital media","score_opus":0.01809431116693534,"score_gpt":0.29594667743728,"score_spread":0.27785236627034465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117581146","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011601465,0.004300181,0.0010594805,0.2402242,0.002332915,0.00042021056,0.000020411944,0.00015223029,0.7398889],"genre_scores_gemma":[0.9884006,0.0033544812,0.0007090463,0.0027579528,0.00044964216,0.000053173717,0.00008570243,0.0000054604307,0.004183992],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991084,0.00018525873,0.00022050097,0.00015631002,0.00016839517,0.00016117898],"domain_scores_gemma":[0.99901956,0.00033301403,0.00011970133,0.00020365558,0.00026779898,0.00005625951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048974255,0.0000869392,0.000115698465,0.000034416236,0.00057416427,0.00011191236,0.00043051798,0.00007636926,0.00012554464],"category_scores_gemma":[0.0003957187,0.00008828284,0.000039040053,0.00015353292,0.0003472544,0.00026188476,0.00014547612,0.00016887713,0.000027093432],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025557883,0.000031845186,0.033424217,0.000005858869,0.00013346855,7.6798585e-7,0.026757397,0.0000051077086,0.000019652804,0.7300464,0.20325036,0.006299359],"study_design_scores_gemma":[0.00043647375,0.0000073828364,0.02140695,0.00006449505,0.000034147226,5.603212e-7,0.0078739375,0.000101725695,0.000049005852,0.04962051,0.9202559,0.00014893002],"about_ca_topic_score_codex":0.00020039904,"about_ca_topic_score_gemma":0.0015757767,"teacher_disagreement_score":0.9767991,"about_ca_system_score_codex":0.00010617786,"about_ca_system_score_gemma":0.00010819828,"threshold_uncertainty_score":0.44160652},"labels":[],"label_agreement":null}]}