{"meta":{"query_hash":"6529692c1115","filters":{"venue":"Journal of Communication Inquiry"},"cohort_total":30,"direct_labels_cover":0,"predictions_cover":30,"exported":30,"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/6529692c1115","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Communication+Inquiry"},"results":[{"id":"W1968481566","doi":"10.1177/0196859911426619","title":"Karl-Otto Apel and the Study of Communication","year":2011,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Critical Theory and Philosophy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Epistemology; Verstehen; German; Hermeneutics; Pragmatism; Sociology; Philosophy; Transcendental number; Linguistics","score_opus":0.1650159609883309,"score_gpt":0.3906109526761891,"score_spread":0.2255949916878582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968481566","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02122422,0.30839962,0.019716782,0.15957175,0.0030700846,0.00006284304,0.00015413522,0.00011114582,0.48768947],"genre_scores_gemma":[0.85971576,0.08007039,0.006525164,0.007856354,0.0026696397,0.00021256667,0.000055562487,0.000066321874,0.0428282],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9970245,0.0018903576,0.00008709405,0.0003006767,0.00047257633,0.00022480807],"domain_scores_gemma":[0.99591017,0.0034038965,0.00024797174,0.00016185825,0.00015341918,0.00012270901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018394478,0.0006448701,0.00037903048,0.001791368,0.003891058,0.0053958516,0.00085788063,0.0040393802,0.0050103366],"category_scores_gemma":[0.0038002243,0.0002742292,0.00024156376,0.0025872814,0.024948962,0.008242168,0.0024379848,0.0033905553,0.00083801616],"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":[0.000008930862,0.0000049507576,0.00006495988,0.0001137297,0.000003279946,0.000073234856,0.0050373753,0.00018682797,0.000039535622,0.98178506,0.005703727,0.0069784056],"study_design_scores_gemma":[0.000010221981,0.000012234764,0.00031872184,0.00031697433,0.0000051947036,0.000146967,0.0025324584,0.00026603654,0.000086647204,0.7044947,0.29179335,0.000016450693],"about_ca_topic_score_codex":0.004992014,"about_ca_topic_score_gemma":0.0017659923,"teacher_disagreement_score":0.0053958516,"about_ca_system_score_codex":0.0050512915,"about_ca_system_score_gemma":0.0028183253,"threshold_uncertainty_score":0.036649823},"labels":[],"label_agreement":null},{"id":"W1976561945","doi":"10.1177/0196859909340054","title":"The Intertextual Terminator: The Role of Film in Branding “Arnold Schwarzenegger”","year":2009,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hollywood; HERO; Icon; Comedy; Masculinity; Persona; Movie theater; Sociology; Action (physics); Media studies; Law; Advertising; Gender studies; Political science; History; Art history; Art; Literature; Humanities","score_opus":0.033282842727332874,"score_gpt":0.2702606121105735,"score_spread":0.23697776938324064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976561945","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30019674,0.0077624326,0.008572137,0.02924646,0.0014944605,0.000067003864,0.000095674004,0.000107452506,0.65245765],"genre_scores_gemma":[0.9618084,0.0024470352,0.001266869,0.001083703,0.00039120874,0.00002747869,0.000032558393,0.00009352076,0.03284931],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9985429,0.0010122465,0.00002791769,0.00012552967,0.0001754226,0.00011593443],"domain_scores_gemma":[0.9964773,0.002474522,0.00033106006,0.00018479237,0.00026092233,0.00027137037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002175203,0.00033611766,0.00014616484,0.0013546956,0.00587108,0.0087693585,0.00054912653,0.0009656689,0.0039976593],"category_scores_gemma":[0.0055043073,0.00021774322,0.00011986655,0.0009701882,0.011343288,0.0069770543,0.0027009307,0.0028462696,0.0005148972],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009988607,0.00003872141,0.003121541,0.00013451347,0.0000095396845,0.00061425916,0.45635116,0.00007687178,0.00207605,0.49017408,0.013858781,0.0334445],"study_design_scores_gemma":[0.000020017435,0.000087111206,0.0063674757,0.0006272977,0.000031737807,0.0007176566,0.20643437,0.00043905491,0.002624477,0.023890164,0.7587246,0.000036123623],"about_ca_topic_score_codex":0.004203621,"about_ca_topic_score_gemma":0.0077341553,"teacher_disagreement_score":0.0087693585,"about_ca_system_score_codex":0.0026088916,"about_ca_system_score_gemma":0.00089857826,"threshold_uncertainty_score":0.018928945},"labels":[],"label_agreement":null},{"id":"W1988986524","doi":"10.1177/0196859911417438","title":"Confessions of a Radical Eclectic","year":2011,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Marxist philosophy; Sociology; Ideology; Aesthetics; Context (archaeology); Politics; Field (mathematics); Fordism; Capitalist mode of production; Media studies; Capitalism; Political science; Law; Art; History","score_opus":0.1185699344967995,"score_gpt":0.34955280210390405,"score_spread":0.23098286760710454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988986524","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026062122,0.018650612,0.053570125,0.55237603,0.009781214,0.000109148496,0.00023344567,0.00032197777,0.33889523],"genre_scores_gemma":[0.7686219,0.009083453,0.024277676,0.10794115,0.009148451,0.00068291056,0.00020498085,0.0005983313,0.07944106],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9857982,0.008527116,0.00034255892,0.0019431878,0.0026444877,0.0007444889],"domain_scores_gemma":[0.98960704,0.006449174,0.0005019548,0.0014256964,0.0013632241,0.0006528634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011089826,0.00079948956,0.0007650484,0.002801204,0.008993457,0.013181876,0.002245391,0.0060803546,0.0066827936],"category_scores_gemma":[0.023655433,0.0004040304,0.00071198074,0.0016539524,0.06201216,0.018678991,0.011651824,0.014704097,0.0017121172],"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":[0.000010394375,0.000008794676,0.000053766656,0.000023999932,0.0000035407634,0.000052475843,0.010609354,0.000051171784,0.000064773005,0.9767934,0.009594217,0.002733971],"study_design_scores_gemma":[0.000013469514,0.000009751316,0.00007773134,0.00017778108,0.0000030328972,0.00014473112,0.011467605,0.00038282035,0.00013548753,0.72172976,0.26584092,0.000016947872],"about_ca_topic_score_codex":0.0017155446,"about_ca_topic_score_gemma":0.001546516,"teacher_disagreement_score":0.013181876,"about_ca_system_score_codex":0.0055861305,"about_ca_system_score_gemma":0.0036560632,"threshold_uncertainty_score":0.05864936},"labels":[],"label_agreement":null},{"id":"W1996929124","doi":"10.1177/0196859909340349","title":"Open Sourcing Our Way to an Online Commons","year":2009,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Social Media and Politics","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Commons; The Internet; Citizen journalism; Sociology; Praxis; Democracy; Internet privacy; Public relations; Realm; Social media; Political science; World Wide Web; Media studies; Politics; Law; Computer science","score_opus":0.23630895763018397,"score_gpt":0.4755703059234955,"score_spread":0.2392613482933115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996929124","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05274664,0.0034734362,0.07698804,0.08650427,0.0015695366,0.00013704384,0.00013048323,0.00041239342,0.77803814],"genre_scores_gemma":[0.8331395,0.002310204,0.017796637,0.009823257,0.0015992034,0.00018736179,0.00011626904,0.00050660496,0.13452105],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99346364,0.0032234034,0.00015505835,0.0006996087,0.0017772208,0.0006811445],"domain_scores_gemma":[0.9855053,0.006971673,0.0007222758,0.0036722913,0.0012839307,0.0018445851],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.008219316,0.00035963103,0.00046662605,0.002488644,0.010242586,0.02229903,0.0017729788,0.0053458996,0.026084492],"category_scores_gemma":[0.017100789,0.00036447658,0.0006654762,0.0019219934,0.039298687,0.029989023,0.021079678,0.0050613885,0.0035671364],"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":[0.000009076984,0.000024452711,0.00027823224,0.000035810714,0.000004602501,0.00013349882,0.007761102,0.0001749565,0.00030349047,0.9707997,0.0072781714,0.0131969685],"study_design_scores_gemma":[0.0000072784796,0.000013982271,0.00023267457,0.0001231503,0.0000044675194,0.00009464547,0.007541615,0.00037341588,0.00038099373,0.7436876,0.24752271,0.000017453422],"about_ca_topic_score_codex":0.0018685617,"about_ca_topic_score_gemma":0.0020598343,"teacher_disagreement_score":0.998227,"about_ca_system_score_codex":0.0036061858,"about_ca_system_score_gemma":0.007597901,"threshold_uncertainty_score":0.08726126},"labels":[],"label_agreement":null},{"id":"W1997906439","doi":"10.1177/0196859902238644","title":"Book Review: A Heretic in American Journalism Education and Research: Malcolm S. Maclean, Jr., Revisited, edited by Luigi Manca and Gail W. Pieper. Columbia, MO: William Stephenson Center, 2001, 425 pp., ISBN: 1-884406-16-5 (paper).","year":2003,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Center (category theory); Journalism; Media studies; Sociology; Chemistry","score_opus":0.04862264137521754,"score_gpt":0.3764757159091395,"score_spread":0.32785307453392193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997906439","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016486437,0.7897271,0.00079245993,0.114579305,0.07695796,0.000020958514,0.00012905734,0.00009662436,0.017531669],"genre_scores_gemma":[0.003693558,0.748991,0.0023841443,0.053881347,0.10302031,0.000087015556,0.00026204562,0.00020868254,0.087471865],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970259,0.00085755234,0.0002685308,0.00024844657,0.0014891023,0.00011044871],"domain_scores_gemma":[0.9777355,0.01195198,0.0016633051,0.0006071027,0.005897227,0.002144847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046063876,0.0011098805,0.0019585625,0.0065306625,0.0022776276,0.010814377,0.0015528677,0.003699487,0.023314161],"category_scores_gemma":[0.023505168,0.00084072835,0.00067990803,0.008418337,0.0041197482,0.0104994895,0.0018510768,0.005831833,0.019964524],"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":[0.000005753242,0.0000046335144,0.0000531013,0.00028555107,0.0000057532147,0.000017457443,0.00008322747,0.000013726202,0.000041477775,0.002167064,0.96767545,0.029647004],"study_design_scores_gemma":[0.0000029030666,0.000006065115,0.00022972944,0.00068824284,0.0000069694092,0.00012924081,0.00016080214,0.000015627815,0.000024102008,0.0025823168,0.99614656,0.0000074426234],"about_ca_topic_score_codex":0.0052275644,"about_ca_topic_score_gemma":0.020660635,"teacher_disagreement_score":0.023314161,"about_ca_system_score_codex":0.0034100409,"about_ca_system_score_gemma":0.0072745695,"threshold_uncertainty_score":0.07799357},"labels":[],"label_agreement":null},{"id":"W1998147233","doi":"10.1177/0196859904267121","title":"9/11 in the Service of Corporate Rhetoric: Southwest Airlines’ 2001 Letter to Shareholders","year":2004,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Rhetoric; Rhetorical question; Shareholder; Service (business); Consciousness; Focus (optics); Sociology; Public relations; Corporate communication; Stakeholder; Business; Political science; Marketing; Corporate governance; Linguistics; Psychology; Literature; Finance; Art","score_opus":0.215305538495174,"score_gpt":0.3146335834646829,"score_spread":0.0993280449695089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998147233","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08628864,0.0037125098,0.00084649445,0.8311664,0.009491297,0.000027959382,0.00004429582,0.000066122986,0.06835635],"genre_scores_gemma":[0.6827368,0.0021528744,0.0011030051,0.16262552,0.006428822,0.000053550604,0.00004320025,0.00006647285,0.14478968],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9981749,0.0009794515,0.000073813775,0.00012943211,0.00036980768,0.00027255664],"domain_scores_gemma":[0.9965184,0.002140851,0.00052807684,0.00007101658,0.00042407046,0.00031764377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037285946,0.00029104218,0.00019731704,0.0002973645,0.008751421,0.004347537,0.00050994626,0.0047759092,0.003607502],"category_scores_gemma":[0.008249211,0.00017835427,0.00012016145,0.0003262441,0.00298013,0.0016791518,0.0018324851,0.006775075,0.0007951084],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022164345,0.00009161052,0.002878918,0.00012183504,0.000012615087,0.0042962427,0.09446057,0.00024166882,0.003609356,0.07667095,0.7826514,0.03474307],"study_design_scores_gemma":[0.000023538185,0.00010772144,0.0040326295,0.00026567426,0.0000105986,0.0005522835,0.0354754,0.0003474564,0.0021914283,0.002593982,0.95436287,0.000036421454],"about_ca_topic_score_codex":0.010923301,"about_ca_topic_score_gemma":0.027676385,"teacher_disagreement_score":0.010923301,"about_ca_system_score_codex":0.0046654325,"about_ca_system_score_gemma":0.0023616068,"threshold_uncertainty_score":0.033850253},"labels":[],"label_agreement":null},{"id":"W2008901097","doi":"10.1177/0196859905284838","title":"Common Concerns and Constructed Communities","year":2006,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Social Media and Politics","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Mainstream; Nationality; Citizenship; Sociology; Identity (music); Media studies; Politics; Variety (cybernetics); Immigration; News media; The Internet; Perspective (graphical); Political science; Public relations; Gender studies; Law","score_opus":0.0820666930236117,"score_gpt":0.38498521975398853,"score_spread":0.30291852673037684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008901097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47121263,0.0033220344,0.12719898,0.050380405,0.00062279444,0.0005658605,0.00017651547,0.0003937479,0.346127],"genre_scores_gemma":[0.9874565,0.0002553613,0.0053167897,0.0003542318,0.00006334987,0.00010526445,0.00005791762,0.00005304768,0.006337609],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9702608,0.01920958,0.00097128964,0.0038573362,0.0037807238,0.0019202488],"domain_scores_gemma":[0.98225445,0.007816549,0.0020551933,0.0036263573,0.002134748,0.0021126852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016352778,0.0007468765,0.0006913254,0.005302063,0.022629136,0.01961249,0.0028073567,0.0043609575,0.0061725476],"category_scores_gemma":[0.026930394,0.00063921243,0.00069545576,0.0036030002,0.07335722,0.0192744,0.025990345,0.004743849,0.0003970471],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021533013,0.000021857866,0.0019746711,0.000068555164,0.000014157077,0.00033387277,0.3439959,0.00011602899,0.0003169457,0.6425703,0.0009912817,0.0095749395],"study_design_scores_gemma":[0.000026967935,0.000045234046,0.0015167997,0.00015585436,0.000028679906,0.00064539607,0.28078145,0.00083800394,0.00040669623,0.5842662,0.13124897,0.00003978812],"about_ca_topic_score_codex":0.0062887035,"about_ca_topic_score_gemma":0.004709302,"teacher_disagreement_score":0.022629136,"about_ca_system_score_codex":0.008419659,"about_ca_system_score_gemma":0.0065177483,"threshold_uncertainty_score":0.08648276},"labels":[],"label_agreement":null},{"id":"W2012995914","doi":"10.1177/0196859906294840","title":"Internet Web Logs as Cultural Resistance: A Study of the SARS Arts Project","year":2006,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","cited_by":35,"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":"The Internet; CONTEST; Resistance (ecology); Opposition (politics); Politics; The arts; Sociology; Political science; Public relations; Media studies; World Wide Web; Law","score_opus":0.15116532716033126,"score_gpt":0.3427193912365698,"score_spread":0.19155406407623854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012995914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98779106,0.0001756034,0.00042612886,0.0018776673,0.000030411607,0.000072457,0.000027090518,0.000015411544,0.009584184],"genre_scores_gemma":[0.9950599,0.00039762777,0.00040417135,0.0006423838,0.000035515797,0.00014885425,0.000029021918,0.000035334444,0.003247243],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9868699,0.010385236,0.0002180456,0.00048134432,0.0009453881,0.0011001991],"domain_scores_gemma":[0.97397375,0.019721907,0.002542598,0.0009350748,0.0010207219,0.001805987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009755944,0.0006703681,0.00073484384,0.0034205413,0.015779939,0.0095538525,0.0021732633,0.0031631738,0.004486478],"category_scores_gemma":[0.026606862,0.0008951187,0.0002697573,0.002493699,0.014353543,0.0065218504,0.0078327395,0.0055167745,0.0006775173],"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":[0.000019762063,0.00018974395,0.003080342,0.000034009776,0.0000028766015,0.00065073546,0.990141,0.000012428525,0.0001730199,0.0012009275,0.0005671086,0.003927996],"study_design_scores_gemma":[0.0000064933947,0.00005630764,0.0022387381,0.000049028953,0.0000024229519,0.0001981167,0.9912032,0.00006131817,0.00008518927,0.00025891906,0.0058336877,0.0000067178476],"about_ca_topic_score_codex":0.007387983,"about_ca_topic_score_gemma":0.013870203,"teacher_disagreement_score":0.015779939,"about_ca_system_score_codex":0.0032412538,"about_ca_system_score_gemma":0.0033767873,"threshold_uncertainty_score":0.051594973},"labels":[],"label_agreement":null},{"id":"W2018004978","doi":"10.1177/0196859911417437","title":"Language put to Work","year":2011,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Emotional Labor in Professions","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University","keywords":"Marxist philosophy; Capitalism; Resistance (ecology); Sociology; Politics; Focus (optics); Democracy; Convergence (economics); Critical theory; Set (abstract data type); Political economy; Work (physics); Labor relations; Social science; Epistemology; Political science; Economics; Law; Economic growth","score_opus":0.14813523572750112,"score_gpt":0.41717360475500803,"score_spread":0.2690383690275069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018004978","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002548266,0.0054284823,0.011212456,0.04925564,0.017672474,0.00006635173,0.0004356695,0.00065610616,0.9127246],"genre_scores_gemma":[0.09822314,0.0056964303,0.006182815,0.016423749,0.007699432,0.0001838185,0.00071526895,0.0015075523,0.86336774],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9953477,0.0018400036,0.000265564,0.0008153497,0.001144231,0.0005872228],"domain_scores_gemma":[0.99495894,0.0015315211,0.0003316874,0.0011422673,0.0014232969,0.0006123701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027487108,0.00087589823,0.0007566862,0.002376771,0.0062407856,0.01182923,0.002359499,0.0036333895,0.17574811],"category_scores_gemma":[0.013663529,0.000326405,0.0006932605,0.0019994483,0.008600943,0.009664514,0.007900094,0.0050184852,0.11126587],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006821392,0.00002936229,0.00029301282,0.00026112035,0.00001091483,0.0003308223,0.011553845,0.00011742351,0.00041321668,0.66800845,0.21567683,0.10323682],"study_design_scores_gemma":[0.0000034502316,0.000011240456,0.000089286885,0.00023413263,0.0000027918613,0.00010380807,0.0022387267,0.00004524904,0.00013037781,0.019438935,0.97769266,0.000009356467],"about_ca_topic_score_codex":0.0028791241,"about_ca_topic_score_gemma":0.002701107,"teacher_disagreement_score":0.17574811,"about_ca_system_score_codex":0.0029841098,"about_ca_system_score_gemma":0.003835126,"threshold_uncertainty_score":0.587936},"labels":[],"label_agreement":null},{"id":"W2029925175","doi":"10.1177/0196859911429195","title":"Contradiction Sells","year":2011,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Cognitive dissonance; Identity (music); Pleasure; Sociology; Consumption (sociology); Representation (politics); Mythology; Product (mathematics); Contradiction; Advertising; Social psychology; Psychology; Aesthetics; Political science; Business; Epistemology; Law","score_opus":0.1776082041787412,"score_gpt":0.36127698035503286,"score_spread":0.18366877617629165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029925175","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016989285,0.0013145076,0.0035817332,0.008952506,0.0009528247,0.00006780833,0.0002251689,0.00014319897,0.967773],"genre_scores_gemma":[0.46884453,0.0028126887,0.0041112737,0.009443475,0.0007429121,0.00019885777,0.0005577551,0.00056483963,0.5127236],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99675614,0.00076359493,0.00015637833,0.0006047669,0.0011916002,0.0005275469],"domain_scores_gemma":[0.99845433,0.0005108873,0.00017320152,0.0003608037,0.0003499588,0.00015083153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021932027,0.00078632205,0.0006384425,0.0020729306,0.006162438,0.010839845,0.0012099878,0.0027899155,0.06504639],"category_scores_gemma":[0.005419585,0.0004901411,0.00081589294,0.0018160777,0.011051498,0.007723783,0.007030822,0.0040133493,0.01658281],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078138124,0.000040180155,0.0007853538,0.00012209827,0.000021149719,0.0007371654,0.012112274,0.00008642258,0.00069693447,0.93707657,0.025042944,0.023200773],"study_design_scores_gemma":[0.000017717435,0.000025932457,0.00067674345,0.0001733097,0.000015924485,0.0006958273,0.011858521,0.0001598871,0.00065358815,0.08471281,0.9009877,0.000022054981],"about_ca_topic_score_codex":0.004190016,"about_ca_topic_score_gemma":0.004279517,"teacher_disagreement_score":0.06504639,"about_ca_system_score_codex":0.004280344,"about_ca_system_score_gemma":0.0022451207,"threshold_uncertainty_score":0.2176019},"labels":[],"label_agreement":null},{"id":"W2044242157","doi":"10.1177/0196859909340799","title":"Reforming Policy to Promote Local Broadband Networks","year":2009,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"ICT Impact and Policies","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Broadband; Public policy; Top-down and bottom-up design; Government (linguistics); Inclusion (mineral); Local government; Broadband networks; Business; Public participation; Public administration; Political science; Public relations; Telecommunications; Sociology; Engineering; Economic growth; Economics; Social science","score_opus":0.021872844647021723,"score_gpt":0.305932543677126,"score_spread":0.2840596990301043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044242157","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051079538,0.0036412324,0.034137484,0.4855498,0.0011454717,0.00040555815,0.00010118972,0.00035297807,0.42358676],"genre_scores_gemma":[0.831629,0.004904145,0.018591754,0.09208831,0.0008968298,0.0006628398,0.00010022082,0.00010198312,0.051025018],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9860071,0.0085057905,0.0002668253,0.0008154204,0.0016649248,0.0027398814],"domain_scores_gemma":[0.9850655,0.008078182,0.0012434154,0.00082957186,0.0029328922,0.001850366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016558286,0.00044846025,0.00035978755,0.0021651408,0.004384788,0.011238143,0.0016600721,0.0075084884,0.010334276],"category_scores_gemma":[0.030334292,0.00039491113,0.0003923624,0.0019863585,0.008941292,0.010102134,0.008065054,0.0060086083,0.0014003122],"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":[0.000014756938,0.00012560587,0.0009065522,0.00015927253,0.000007986786,0.000060650236,0.0026319134,0.0017944298,0.00042377147,0.95890594,0.017216312,0.017752705],"study_design_scores_gemma":[0.000117340925,0.00014327472,0.0036364605,0.0010716836,0.000042701562,0.00010564737,0.01796049,0.0053936457,0.0019734094,0.36710063,0.6024018,0.000052846943],"about_ca_topic_score_codex":0.022694139,"about_ca_topic_score_gemma":0.02535234,"teacher_disagreement_score":0.022694139,"about_ca_system_score_codex":0.015280861,"about_ca_system_score_gemma":0.03181008,"threshold_uncertainty_score":0.1108709},"labels":[],"label_agreement":null},{"id":"W2045170173","doi":"10.1177/0196859914550689","title":"Cyborg Resistance on the Digital Assembly Line: Global Connectivity as a Terrain of Struggle for the Commons in Alex Rivera’s <i>Sleep Dealer</i>","year":2014,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Digital Games and Media","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":"Commons; Capitalism; Fetishism; Sociology; Pessimism; Politics; Resistance (ecology); Aesthetics; Digital Revolution; Terrain; Media studies; Political science; Law; Epistemology; Art; Philosophy","score_opus":0.044313580308136154,"score_gpt":0.3442810466421168,"score_spread":0.29996746633398064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045170173","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3138913,0.0017131773,0.004214832,0.058988873,0.0005664506,0.000037946855,0.000035535624,0.00007083715,0.620481],"genre_scores_gemma":[0.94962525,0.0008514264,0.0005120799,0.0023098327,0.00011483376,0.000034327535,0.000012454113,0.00006573596,0.046474002],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9990244,0.00061790604,0.000012377187,0.00009125882,0.00011600449,0.0001380061],"domain_scores_gemma":[0.9993901,0.00036773056,0.00006193245,0.00004002757,0.000034665958,0.00010545177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008807606,0.00026214233,0.0001742113,0.00048492022,0.007550274,0.0092141,0.00063342386,0.0019127196,0.0070036235],"category_scores_gemma":[0.0020055291,0.00019399439,0.00021581851,0.0003857838,0.016658727,0.0064829355,0.0046907836,0.0035821912,0.00061379914],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052812196,0.000032797965,0.0007441355,0.00007282503,0.0000080711,0.0016869316,0.44230968,0.00024192955,0.0012160738,0.52062297,0.022219727,0.010792178],"study_design_scores_gemma":[0.000023211187,0.000041652547,0.0013737904,0.00024206538,0.0000125338265,0.0005908327,0.34691206,0.000463714,0.00072619127,0.044694062,0.60489094,0.000028917935],"about_ca_topic_score_codex":0.011039742,"about_ca_topic_score_gemma":0.018851677,"teacher_disagreement_score":0.011039742,"about_ca_system_score_codex":0.0026517527,"about_ca_system_score_gemma":0.0010770843,"threshold_uncertainty_score":0.023429513},"labels":[],"label_agreement":null},{"id":"W2051373836","doi":"10.1177/0196859912459756","title":"Consumers","year":2012,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Digital Games and Media","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Commodity; Argument (complex analysis); Advertising; Currency; The Internet; Business; Capitalism; Reading (process); Goods and services; Relation (database); Marketing; Economics; Political science; Computer science; World Wide Web; Politics; Economy","score_opus":0.09236965595573612,"score_gpt":0.38957268965463465,"score_spread":0.29720303369889856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051373836","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010712364,0.00067742943,0.0009403992,0.008692063,0.00044894684,0.00012042321,0.0008267735,0.00014842045,0.97743315],"genre_scores_gemma":[0.08118578,0.0013543002,0.0010263344,0.010065192,0.0002438781,0.00011035511,0.0012038193,0.00013725838,0.90467304],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99873525,0.00020562227,0.000036711917,0.00022405929,0.000602835,0.00019555794],"domain_scores_gemma":[0.99881965,0.0002211926,0.00007034056,0.00018557667,0.0005690263,0.0001341848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011017544,0.00039120123,0.00031730544,0.0009158703,0.0021436492,0.005088641,0.0006540337,0.0019172316,0.28228465],"category_scores_gemma":[0.003323846,0.00023172065,0.00037095498,0.0013714338,0.0009701304,0.0034918978,0.0024791085,0.0013500784,0.09067793],"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":[0.00016127898,0.00017512962,0.0073873973,0.00023657396,0.000010795387,0.0003890146,0.008642684,0.000083062616,0.0012676601,0.2417529,0.562283,0.17761052],"study_design_scores_gemma":[0.000010114362,0.000023381504,0.0021376403,0.000057141442,0.0000051710667,0.00015974519,0.0038364157,0.000050644063,0.0001978987,0.0053813197,0.9881296,0.000010922601],"about_ca_topic_score_codex":0.005824602,"about_ca_topic_score_gemma":0.0061831404,"teacher_disagreement_score":0.28228465,"about_ca_system_score_codex":0.0017687188,"about_ca_system_score_gemma":0.0015856148,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2062129451","doi":"10.1177/0196859910365908","title":"Speaking Into the iPhone: An Interview With John Durham Peters, or, Ghostly Cessation for the Digital Age","year":2010,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Cultural Studies and Postmodernism","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Media studies; Honor; Scholarship; Social media; Sociology; Coping (psychology); Art history; Psychoanalysis; Psychology; Art; Internet privacy; Political science; Social psychology; Law","score_opus":0.10805363488560892,"score_gpt":0.38047823132587205,"score_spread":0.2724245964402631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062129451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6163918,0.010999757,0.0013769543,0.3180634,0.002701685,0.0002288914,0.00017809164,0.00007825953,0.04998106],"genre_scores_gemma":[0.9147239,0.0070045567,0.0011440465,0.04446093,0.00033028243,0.00020479002,0.000043473476,0.00009093224,0.031997107],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99649674,0.0019381836,0.00009498286,0.00033101032,0.00052032346,0.0006187946],"domain_scores_gemma":[0.99365497,0.0031791404,0.00043669096,0.00012434942,0.00072234205,0.0018825466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037540419,0.00063588785,0.00080536766,0.0011476175,0.030061655,0.0056351153,0.001616666,0.00436989,0.0032761295],"category_scores_gemma":[0.012366708,0.0011302087,0.00034102704,0.0010647562,0.008881372,0.006593506,0.004198289,0.01271372,0.0005895661],"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":[0.000020164223,0.000047307523,0.000779429,0.00006584085,0.0000033845856,0.0012000474,0.95832527,0.000024905597,0.00052359607,0.0032320346,0.031477112,0.004300922],"study_design_scores_gemma":[0.0000018031947,0.000024281248,0.0007592846,0.00009350972,0.00000320969,0.00034683885,0.9328831,0.000035251433,0.00013187462,0.00023839113,0.06546078,0.000021655525],"about_ca_topic_score_codex":0.13567345,"about_ca_topic_score_gemma":0.19159108,"teacher_disagreement_score":0.13567345,"about_ca_system_score_codex":0.007458659,"about_ca_system_score_gemma":0.009997922,"threshold_uncertainty_score":0.26976752},"labels":[],"label_agreement":null},{"id":"W2076000789","doi":"10.1177/0196859913479800","title":"Communicative Power and Ideology in Popular Music","year":2013,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Popular music; Ideology; Sociology; Aesthetics; Musical; Power (physics); Subjectivity; Context (archaeology); Capitalism; Critical theory; Music and emotion; Politics; Music history; Consumption (sociology); Epistemology; Social science; Literature; Political science; Art; History; Philosophy; Law","score_opus":0.06283619208066105,"score_gpt":0.2657805728463288,"score_spread":0.20294438076566773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076000789","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23333007,0.0036186588,0.00602283,0.017432282,0.00029664466,0.00003753799,0.000018822437,0.000025114552,0.7392181],"genre_scores_gemma":[0.9942468,0.00040300912,0.00044735358,0.0003862602,0.00019190556,0.000021823751,0.0000034349805,0.000010542091,0.0042889705],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9936487,0.0039999345,0.00011249488,0.0004797351,0.0011026671,0.0006564607],"domain_scores_gemma":[0.9944898,0.004102448,0.00049025496,0.00028619415,0.00030819388,0.00032307373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004519282,0.00039341766,0.00031599222,0.0033536127,0.00945313,0.011396431,0.00075956486,0.0028350777,0.003794111],"category_scores_gemma":[0.0068231407,0.00029029616,0.00026272182,0.0015630294,0.056144565,0.006190144,0.0065867915,0.0026355593,0.0002951698],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020154794,0.000018653049,0.0005446184,0.00003344838,0.0000055498567,0.00013463947,0.046354946,0.0000764912,0.00019140361,0.9474509,0.0005401378,0.0046290867],"study_design_scores_gemma":[0.000119883494,0.00009053717,0.00418481,0.0002783069,0.000030192141,0.0003879024,0.083523214,0.0010482939,0.000824722,0.7960734,0.113396876,0.00004189466],"about_ca_topic_score_codex":0.0020688698,"about_ca_topic_score_gemma":0.0015873271,"teacher_disagreement_score":0.011396431,"about_ca_system_score_codex":0.0043336703,"about_ca_system_score_gemma":0.001512864,"threshold_uncertainty_score":0.03144318},"labels":[],"label_agreement":null},{"id":"W2084994984","doi":"10.1177/0196859904273194","title":"Constructing a Transnational, Multilocal Sense of Belonging: An Analysis of Ming Pao (West Canadian Edition)","year":2005,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Conceptualization; Sociology; Immigration; Affection; Scholarship; Loyalty; Newspaper; Transnationalism; Gender studies; Sense of place; Globalization; Perspective (graphical); Media studies; Social science; Epistemology; Political science; Law; Politics","score_opus":0.05435765166057908,"score_gpt":0.3474323772779366,"score_spread":0.2930747256173575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084994984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59316015,0.0073120496,0.0015657468,0.025104886,0.00035607224,0.00011571344,0.00021928857,0.000048293154,0.37211776],"genre_scores_gemma":[0.94407046,0.0028517905,0.0009566058,0.0016924973,0.000042686344,0.00006700771,0.0000876486,0.000058468693,0.05017278],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989303,0.0004095449,0.000015204673,0.00008947668,0.00020917047,0.0003461802],"domain_scores_gemma":[0.9991571,0.0002506869,0.00007138235,0.00003033692,0.0001831184,0.00030744015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001111377,0.0006620523,0.00031135883,0.002083986,0.034426972,0.0071133687,0.000696859,0.0015648677,0.0027402916],"category_scores_gemma":[0.001769662,0.00023603272,0.00018786172,0.003276547,0.01495191,0.002309907,0.002699389,0.002629772,0.0002727843],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011195213,0.000010382435,0.002612565,0.000044747172,0.0000020027244,0.0005973662,0.9435003,0.000030318539,0.00020064584,0.03593449,0.008764464,0.008291506],"study_design_scores_gemma":[0.0000015446618,0.0000086923,0.013246652,0.00013783757,0.0000058351998,0.00031819,0.8472717,0.00006701779,0.00010180172,0.002371722,0.13644771,0.000021423972],"about_ca_topic_score_codex":0.85138476,"about_ca_topic_score_gemma":0.93978274,"teacher_disagreement_score":0.14861524,"about_ca_system_score_codex":0.03349407,"about_ca_system_score_gemma":0.02665602,"threshold_uncertainty_score":0.2989809},"labels":[],"label_agreement":null},{"id":"W2098300799","doi":"10.1177/0196859901025002002","title":"The Specter of Diaspora: Transnational Citizenship and International Cinema","year":2001,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Canadian Identity and History","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":"Citizenship; Diaspora; Nationalism; Internationalism (politics); Movie theater; Politics; Sociology; Media studies; State (computer science); Gender studies; Political science; Law; History; Art history","score_opus":0.051066393027329765,"score_gpt":0.3166639715747583,"score_spread":0.2655975785474285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098300799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49946925,0.005591757,0.0014350608,0.021729622,0.0005545049,0.000032815453,0.000090791655,0.00008186666,0.47101438],"genre_scores_gemma":[0.9888525,0.0009726776,0.00016828052,0.0005634523,0.00007726009,0.0000116858855,0.00001584693,0.000023206892,0.00931514],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988464,0.0007133563,0.000018223644,0.000087035376,0.000099556804,0.00023539725],"domain_scores_gemma":[0.9984157,0.00073464285,0.00013560696,0.00012288934,0.00022462207,0.00036659194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016432538,0.00035007563,0.00021474295,0.0015354932,0.010341136,0.00823074,0.0005081446,0.001021275,0.0057614483],"category_scores_gemma":[0.0030639542,0.00016318905,0.00016020083,0.00102234,0.0098378,0.0046279076,0.0038844394,0.0014611308,0.00028114705],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052149877,0.000027222011,0.005475616,0.00009347608,0.000011851837,0.0006915054,0.86607146,0.0000325006,0.0007116995,0.08399236,0.01362042,0.029219737],"study_design_scores_gemma":[0.000007870053,0.000025865866,0.007336893,0.00021507427,0.000020698553,0.0004467838,0.75289524,0.00013861628,0.00039255363,0.004727002,0.23377284,0.000020597183],"about_ca_topic_score_codex":0.07288521,"about_ca_topic_score_gemma":0.16861139,"teacher_disagreement_score":0.9271148,"about_ca_system_score_codex":0.0051492606,"about_ca_system_score_gemma":0.002513727,"threshold_uncertainty_score":0.14492196},"labels":[],"label_agreement":null},{"id":"W2106989072","doi":"10.1177/0196859911416362","title":"Creative Economy and Labor Precarity","year":2011,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":214,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"Social Sciences and Humanities Research Council of Canada; Wilfrid Laurier University","keywords":"Precarity; Precarious work; Sociology; Political economy; Political science; Gender studies; Work (physics)","score_opus":0.16480859653682067,"score_gpt":0.3494612635280725,"score_spread":0.18465266699125182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106989072","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33494014,0.007899449,0.01198231,0.041270547,0.00034602606,0.000051238214,0.000038212118,0.000042160158,0.60343],"genre_scores_gemma":[0.9916957,0.00067953015,0.000725485,0.00058768655,0.00009845806,0.000023705505,0.00000635254,0.000010092851,0.0061729145],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99680746,0.0016051801,0.00010923903,0.00035814563,0.00063415576,0.00048581642],"domain_scores_gemma":[0.9952172,0.0030587749,0.0005851307,0.0005972652,0.00026178898,0.00027975722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035925717,0.00025079097,0.00023567134,0.0015245061,0.005914673,0.0067925532,0.00077665556,0.0017474805,0.0037249527],"category_scores_gemma":[0.006338639,0.00018395955,0.00025111207,0.0009911606,0.04986416,0.004988211,0.0074786055,0.00277022,0.00028171076],"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":[0.000010606418,0.000010948258,0.00051297806,0.000023962002,0.0000013250811,0.00010303537,0.02364265,0.00007062821,0.00012262819,0.97043455,0.00047008548,0.004596547],"study_design_scores_gemma":[0.00002009325,0.000029737646,0.0025486706,0.00027262123,0.000004980111,0.00032320802,0.029464196,0.00045955568,0.00083406107,0.86955607,0.096468285,0.00001855356],"about_ca_topic_score_codex":0.0014362179,"about_ca_topic_score_gemma":0.0014243034,"teacher_disagreement_score":0.0067925532,"about_ca_system_score_codex":0.0050027925,"about_ca_system_score_gemma":0.0029322864,"threshold_uncertainty_score":0.036297977},"labels":[],"label_agreement":null},{"id":"W2122502902","doi":"10.1177/0196859911416502","title":"Communication Commoning Amidst the New Enclosures","year":2011,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Populism, Right-Wing Movements","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":"Simon Fraser University","funders":"","keywords":"Commons; Sociality; Politics; Sociology; Mediation; Epistemology; Enclosure; Resistance (ecology); Environmental ethics; Law and economics; Political science; Social science; Law; Computer science; Telecommunications; Ecology; Philosophy","score_opus":0.1344841767322951,"score_gpt":0.3696702818952986,"score_spread":0.2351861051630035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122502902","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17466173,0.005431608,0.11526716,0.066114694,0.0011197133,0.00014940006,0.000055634384,0.00036058165,0.63683945],"genre_scores_gemma":[0.9848231,0.0005281006,0.0043275594,0.0016159152,0.00033420234,0.000089209745,0.0000149947955,0.00006863328,0.008198299],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9768371,0.013656126,0.0008116664,0.0032401236,0.0036375863,0.0018173627],"domain_scores_gemma":[0.9856307,0.0076552704,0.0015919943,0.0033531082,0.000882203,0.0008868704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016554255,0.00062115776,0.0007331766,0.0028709497,0.013492912,0.017674407,0.0021923543,0.0048772735,0.0050553],"category_scores_gemma":[0.018864974,0.00048278164,0.00084703736,0.002044955,0.085603334,0.025776349,0.021363739,0.008651066,0.000674417],"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":[0.000011445882,0.000005424191,0.00016168944,0.000026372507,0.000004091521,0.00008774997,0.039036203,0.000109426575,0.00016897352,0.9537806,0.00053636386,0.0060716034],"study_design_scores_gemma":[0.00002132761,0.000057952624,0.0007595379,0.00034105714,0.00002516532,0.0005792729,0.04051707,0.0008912107,0.00072999997,0.73548037,0.22054496,0.000052073836],"about_ca_topic_score_codex":0.0027084886,"about_ca_topic_score_gemma":0.0019121899,"teacher_disagreement_score":0.017674407,"about_ca_system_score_codex":0.007937787,"about_ca_system_score_gemma":0.0045308615,"threshold_uncertainty_score":0.087548316},"labels":[],"label_agreement":null},{"id":"W2168746896","doi":"10.1177/0196859911415673","title":"The Subjective Architects","year":2011,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Reproduction; Factory (object-oriented programming); Argument (complex analysis); Production (economics); Sociality; Sociology; Capital (architecture); Modalities; Social reproduction; Neoclassical economics; Cultural capital; Positive economics; Economics; Social science; Social capital; Microeconomics; Computer science; Art; Visual arts","score_opus":0.1176043627781286,"score_gpt":0.372977867691962,"score_spread":0.2553735049138334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168746896","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.103186496,0.0043515502,0.06910472,0.023748307,0.0018188196,0.00015938429,0.00028833724,0.0001726186,0.79716986],"genre_scores_gemma":[0.9452842,0.0014350875,0.006872174,0.0015459885,0.00046938984,0.00013590168,0.00012629335,0.00013782634,0.04399311],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9926387,0.0043356665,0.00023583315,0.0008363089,0.0013294814,0.00062403304],"domain_scores_gemma":[0.99365705,0.002382875,0.00066505943,0.0012470324,0.0011829623,0.0008648949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063776635,0.0006838017,0.00035551214,0.00250658,0.0059303776,0.010598338,0.0010765515,0.0016350315,0.00960761],"category_scores_gemma":[0.010187254,0.0003974074,0.00051556487,0.00152197,0.044353187,0.010726709,0.008271598,0.0033546153,0.0013536749],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007662622,0.000007499652,0.00088832516,0.000023790491,0.000002636155,0.000059244547,0.028323676,0.000049107588,0.0001224141,0.9645485,0.0016987858,0.004268426],"study_design_scores_gemma":[0.0000115158255,0.00003786517,0.0024841754,0.00017547568,0.000014819619,0.00034912568,0.058590185,0.00063797255,0.00039712986,0.5227742,0.41449445,0.000033069577],"about_ca_topic_score_codex":0.004098911,"about_ca_topic_score_gemma":0.004050445,"teacher_disagreement_score":0.010598338,"about_ca_system_score_codex":0.004622946,"about_ca_system_score_gemma":0.002848116,"threshold_uncertainty_score":0.03372872},"labels":[],"label_agreement":null},{"id":"W2470984758","doi":"10.1177/0196859915608916","title":"Religion in the Afrosphere","year":2015,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Media, Religion, Digital Communication","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Diaspora; Sociology; Affordance; Race (biology); Field (mathematics); Intersection (aeronautics); Meaning (existential); Gender studies; Media studies; Epistemology","score_opus":0.15400862879238,"score_gpt":0.3176202833510862,"score_spread":0.16361165455870622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2470984758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70655286,0.00342995,0.0028729204,0.022015786,0.0004089621,0.000027880908,0.000036837984,0.000025772002,0.2646291],"genre_scores_gemma":[0.9928324,0.0005377927,0.00029757756,0.0007589577,0.000048933198,0.000008098436,0.0000054371,0.0000083582645,0.005502411],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99799734,0.0015159944,0.000034879246,0.00009572908,0.00017534482,0.00018068653],"domain_scores_gemma":[0.9977083,0.0015180934,0.00022777167,0.0001704162,0.00014869112,0.0002267247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027522498,0.00023054454,0.00018213705,0.0012438755,0.012869537,0.0065512545,0.00043245294,0.0017529383,0.0045380094],"category_scores_gemma":[0.0035524028,0.00013669403,0.00012390016,0.00087491353,0.021345502,0.007619533,0.0057023834,0.00204933,0.00037075084],"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":[0.000044248103,0.00005199306,0.0032107665,0.00012209466,0.0000075862404,0.0006547523,0.60575646,0.000056297627,0.0015408539,0.35677126,0.0038902904,0.027893374],"study_design_scores_gemma":[0.000013805794,0.000087950895,0.004742108,0.00044907047,0.000009721514,0.00076780864,0.6063236,0.00017745217,0.0010316168,0.062442426,0.32392517,0.000029210316],"about_ca_topic_score_codex":0.002921006,"about_ca_topic_score_gemma":0.0051091975,"teacher_disagreement_score":0.012869537,"about_ca_system_score_codex":0.0019154149,"about_ca_system_score_gemma":0.0015200727,"threshold_uncertainty_score":0.015181124},"labels":[],"label_agreement":null},{"id":"W2593190118","doi":"10.1177/0196859912473777","title":"Negotiating With Gender Stereotypes on Social Networking Sites","year":2013,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":138,"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; University of Ottawa","funders":"","keywords":"Popularity; Negotiation; Psychology; Social psychology; Criticism; Social media; Sociology; Political science","score_opus":0.15760949630195906,"score_gpt":0.3671802970250874,"score_spread":0.20957080072312836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593190118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9127029,0.00041782152,0.0039638043,0.0036851743,0.0001656025,0.000060577266,0.000038012546,0.00003330125,0.0789327],"genre_scores_gemma":[0.9956365,0.00013662947,0.0006115827,0.0004158776,0.000037171267,0.000027759423,0.000018144823,0.000022081183,0.0030942557],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9862418,0.01041881,0.00026083115,0.00047773766,0.0015521523,0.0010485889],"domain_scores_gemma":[0.9900739,0.0059454413,0.0016267509,0.00058799307,0.0006122308,0.0011537113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009555657,0.00064938713,0.00031573686,0.0014988397,0.007827982,0.0069213053,0.001022096,0.0016125507,0.0055108964],"category_scores_gemma":[0.014074515,0.00040048754,0.0003872571,0.00043941525,0.008752985,0.007031258,0.006730856,0.0020559055,0.00063744205],"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":[0.00014078886,0.00013839822,0.04563032,0.00015693017,0.000032198,0.0020850422,0.86710393,0.00018394509,0.004561659,0.046329312,0.0019890903,0.031648356],"study_design_scores_gemma":[0.000021442343,0.00015513849,0.011149803,0.00031340495,0.00002200126,0.0016945073,0.9191513,0.00058743457,0.0017790109,0.0153419785,0.049739525,0.000044319077],"about_ca_topic_score_codex":0.00392796,"about_ca_topic_score_gemma":0.0054305918,"teacher_disagreement_score":0.009555657,"about_ca_system_score_codex":0.0020286872,"about_ca_system_score_gemma":0.0015360387,"threshold_uncertainty_score":0.05053574},"labels":[],"label_agreement":null},{"id":"W2736690871","doi":"10.1177/0196859917722364","title":"Making the Virtual Rounds: The Use of Blogs by Health-Care Professionals","year":2017,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Social Media in Health Education","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 Toronto; McMaster University","funders":"","keywords":"Negotiation; Thematic analysis; Health care; Reputation; Public relations; Health professionals; Social media; Sociology; Work (physics); Qualitative research; Digital health; Everyday life; Nursing; Psychology; Medicine; Political science; Social science","score_opus":0.4991677617678725,"score_gpt":0.5463730715155848,"score_spread":0.04720530974771231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736690871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9556033,0.0017209708,0.003682631,0.009089284,0.00044645672,0.00016123228,0.00010494796,0.00013842448,0.029052703],"genre_scores_gemma":[0.9903916,0.0010027853,0.0027241167,0.0019472905,0.00015408407,0.00012042486,0.000058392594,0.00006074336,0.0035405539],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.98839253,0.009506628,0.0002925367,0.0004394688,0.0007272451,0.00064153795],"domain_scores_gemma":[0.94212484,0.04825597,0.003753903,0.0020034015,0.0010231227,0.002838822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010393644,0.0005235621,0.00038309925,0.0016447322,0.00793855,0.007793653,0.0009819546,0.001714263,0.0024331363],"category_scores_gemma":[0.03760707,0.00063262624,0.0003435287,0.0013416096,0.008402709,0.0070246365,0.00721823,0.002155694,0.00043356017],"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":[0.000111215406,0.000082359744,0.01248653,0.00035010456,0.000018868906,0.0010672765,0.94279265,0.000038697068,0.0011514693,0.0026600265,0.0045849574,0.03465575],"study_design_scores_gemma":[0.00002444984,0.0001312551,0.007310044,0.00051922037,0.000029019871,0.0013531528,0.9119305,0.00018672466,0.0005450822,0.0014593898,0.07646916,0.000041988715],"about_ca_topic_score_codex":0.0011072895,"about_ca_topic_score_gemma":0.0037311462,"teacher_disagreement_score":0.010393644,"about_ca_system_score_codex":0.0013066758,"about_ca_system_score_gemma":0.0026700802,"threshold_uncertainty_score":0.054967523},"labels":[],"label_agreement":null},{"id":"W2900771681","doi":"10.1177/0196859918814821","title":"Frames as Boundaries: Rhetorical Framing Analysis and the Confines of Public Discourse in Online News Coverage of Vegan Parenting","year":2018,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","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":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Rhetorical question; Framing (construction); Cognitive reframing; Sociology; Rhetorical device; Media studies; Dismissal; Discourse analysis; Epistemology; Public relations; Political science; Social psychology; Psychology; Law; Linguistics; History","score_opus":0.07560667191808633,"score_gpt":0.3996161536639104,"score_spread":0.32400948174582406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900771681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4501902,0.011598542,0.17815489,0.043228135,0.0017261296,0.00057368015,0.00027291625,0.00020742296,0.31404814],"genre_scores_gemma":[0.97976536,0.0012222318,0.01501022,0.000740417,0.0003009517,0.00027388663,0.000070958005,0.0001231577,0.0024928523],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9709001,0.024351314,0.0005966955,0.0009261406,0.0023554112,0.00087034644],"domain_scores_gemma":[0.88728094,0.10050727,0.0050374945,0.0032180801,0.0029923746,0.0009638247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.027376045,0.00089638954,0.0007226725,0.0096324785,0.010205243,0.017572306,0.0017822406,0.0037542777,0.003622384],"category_scores_gemma":[0.07338344,0.000862291,0.00063420256,0.0052681337,0.040894274,0.02260356,0.010023781,0.0048541864,0.00032234922],"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":[0.00006848321,0.000023129525,0.0014181203,0.00022143661,0.000011116129,0.0003819829,0.5745786,0.00019287014,0.0004505441,0.4049655,0.0009278835,0.016760407],"study_design_scores_gemma":[0.000035894518,0.00007037866,0.0035200745,0.0023282976,0.000060037182,0.00056590204,0.57942516,0.0022972154,0.0021547303,0.32747835,0.0819961,0.00006782194],"about_ca_topic_score_codex":0.0032871019,"about_ca_topic_score_gemma":0.0032098468,"teacher_disagreement_score":0.027376045,"about_ca_system_score_codex":0.0067279935,"about_ca_system_score_gemma":0.003605655,"threshold_uncertainty_score":0.1447801},"labels":[],"label_agreement":null},{"id":"W2925307177","doi":"10.1177/0196859919833785","title":"President, Wrestler, Spectacle: An Examination of Donald Trump’s Firing Tweets and <i>The Celebrity Appresident</i> as Response to Trump’s Media Landscape","year":2019,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Populism, Right-Wing Movements","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Spectacle; Entertainment; Social media; Presidency; Rhetoric; Media studies; Politics; Decorum; Presidential system; Sociology; Advertising; Art; Law; Political science; Literature","score_opus":0.03307866786482849,"score_gpt":0.33114005216442144,"score_spread":0.29806138429959295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2925307177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82434094,0.0014673092,0.00038862997,0.0381144,0.00085270306,0.000055279426,0.00029902562,0.00004849184,0.13443322],"genre_scores_gemma":[0.9748658,0.0012733312,0.0001818935,0.0069609405,0.0004963218,0.00006685862,0.0002019431,0.00014563877,0.015807305],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99700063,0.001488109,0.00007376175,0.00021116665,0.00068249146,0.00054380647],"domain_scores_gemma":[0.99365234,0.003536744,0.0009004267,0.00016186503,0.0008905872,0.00085787626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030787296,0.00040810514,0.00034062853,0.00341353,0.015647335,0.009064781,0.0010622906,0.00250265,0.005587694],"category_scores_gemma":[0.010075528,0.00036470755,0.00023547684,0.0031226703,0.008193058,0.006190563,0.0047234395,0.0049202736,0.001109121],"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":[0.00010060032,0.0000667054,0.0141268475,0.00013546538,0.000016727654,0.0014467442,0.93035674,0.000036512698,0.00087848445,0.01148343,0.028428724,0.012923055],"study_design_scores_gemma":[0.0000073885312,0.000032850206,0.024320276,0.00013842592,0.000007451871,0.00021878356,0.8772062,0.000083861465,0.00023672325,0.0008887037,0.096831106,0.000028181463],"about_ca_topic_score_codex":0.032542814,"about_ca_topic_score_gemma":0.09506072,"teacher_disagreement_score":0.032542814,"about_ca_system_score_codex":0.00594607,"about_ca_system_score_gemma":0.0021237936,"threshold_uncertainty_score":0.0647068},"labels":[],"label_agreement":null},{"id":"W3194136522","doi":"10.1177/01968599211040835","title":"Who Counts as Trans? A Critical Discourse Analysis of Trans Tumblr Posts","year":2021,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Social Media and Politics","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Mainstream; Transgender; Hegemony; Sociology; Identity (music); Ideology; Critical discourse analysis; Visibility; Narrative; Social media; Gender studies; Media studies; Politics; Political science; Aesthetics","score_opus":0.07451818047196807,"score_gpt":0.4553694979209556,"score_spread":0.38085131744898754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194136522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9258304,0.0014345571,0.00890877,0.014311752,0.0004622221,0.00040623502,0.00037750913,0.00006505928,0.048203424],"genre_scores_gemma":[0.9858752,0.0008866852,0.0041002883,0.0012701845,0.00014113646,0.00032354123,0.00015063064,0.00011051537,0.00714174],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9914596,0.0063704243,0.00028670588,0.00056902727,0.00078757206,0.0005265981],"domain_scores_gemma":[0.9683728,0.027128242,0.0011581975,0.00059328385,0.0019711922,0.00077623664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011676782,0.00085641094,0.00057215325,0.004606622,0.011965471,0.008807616,0.0013105434,0.002338078,0.002959239],"category_scores_gemma":[0.018488945,0.0003572459,0.00027852232,0.003085437,0.017068142,0.008701672,0.0062025324,0.0035370945,0.0004402935],"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":[0.000016844077,0.000009675664,0.00034410204,0.00005760726,0.0000010960068,0.00018287674,0.9878219,0.00000997968,0.0006347859,0.0076739136,0.0005196276,0.002727618],"study_design_scores_gemma":[0.0000017785193,0.000008951426,0.0005541596,0.00017080805,0.0000029047117,0.00010296619,0.98230714,0.000091117436,0.00061358366,0.0015604397,0.014577157,0.000008955165],"about_ca_topic_score_codex":0.0056468435,"about_ca_topic_score_gemma":0.010062705,"teacher_disagreement_score":0.011965471,"about_ca_system_score_codex":0.0067524184,"about_ca_system_score_gemma":0.004382684,"threshold_uncertainty_score":0.06175351},"labels":[],"label_agreement":null},{"id":"W3198471487","doi":"10.1177/01968599211042579","title":"Black Media Reporting on Theater, Dance, and Jazz Clubs in Canada: From <i>Shuffle along</i> to Rockhead’s Paradise","year":2021,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Jazz; Dance; Paradise; Newspaper; Black music; Black British; Musical; Jazz dance; Club; Art history; History; Art; Media studies; Sociology; Visual arts; Gender studies; Concert dance; Movement (music); Aesthetics","score_opus":0.05402430660809305,"score_gpt":0.3003301001712457,"score_spread":0.24630579356315263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198471487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90516317,0.002443904,0.00023454842,0.013958365,0.00029946465,0.00005617053,0.0028318262,0.00006374675,0.074948676],"genre_scores_gemma":[0.96460706,0.0027066732,0.00023443894,0.0020338458,0.000084842424,0.00002986472,0.0009272576,0.000084204665,0.029291827],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976502,0.00020612298,0.00004777947,0.00019405704,0.0011114836,0.00079032645],"domain_scores_gemma":[0.9931537,0.0011334195,0.0011744084,0.00014742248,0.0024925673,0.0018985133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013890829,0.00052791147,0.00036389925,0.004438335,0.021164611,0.00816803,0.0014907157,0.0011776378,0.008026662],"category_scores_gemma":[0.005263151,0.00036804416,0.0001986945,0.0076954826,0.0058825775,0.0016804121,0.0042526787,0.0022048317,0.0006004179],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016647119,0.00007930728,0.11439772,0.00043035613,0.000059227525,0.0028352225,0.74450535,0.0001933792,0.0021228264,0.0076222536,0.08041209,0.047175784],"study_design_scores_gemma":[0.000006527964,0.000021906697,0.15697592,0.00035222055,0.000035374993,0.0002046626,0.6719887,0.00013734083,0.0009864047,0.00019552486,0.1690004,0.00009496697],"about_ca_topic_score_codex":0.9945425,"about_ca_topic_score_gemma":0.99806625,"teacher_disagreement_score":0.06930987,"about_ca_system_score_codex":0.06930987,"about_ca_system_score_gemma":0.08660544,"threshold_uncertainty_score":0.50288063},"labels":[],"label_agreement":null},{"id":"W4405383870","doi":"10.1177/01968599241302849","title":"Open Road to Competition: Media Framing of Social Justice Within Professional Women's Cycling","year":2024,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Sports, Gender, and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Framing (construction); Cycling; Social justice; Sociology; Media studies; Economic Justice; Political science; Criminology; Law; Geography","score_opus":0.09079425181460687,"score_gpt":0.42021025955711716,"score_spread":0.3294160077425103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405383870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52623487,0.002230629,0.008408687,0.04424034,0.0005548809,0.00008682832,0.00009284455,0.000051561765,0.4180994],"genre_scores_gemma":[0.99308217,0.00025414047,0.0003996708,0.00084797473,0.000092689355,0.00003224969,0.000010834835,0.000027541935,0.005252652],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.993163,0.0052541564,0.000082580336,0.0003369674,0.00047327203,0.00069008296],"domain_scores_gemma":[0.99242264,0.005601204,0.00053667865,0.00028530444,0.00051464525,0.0006396129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005171831,0.0005726751,0.00030760225,0.0027909626,0.015587027,0.014773555,0.0011436854,0.0028818687,0.0041840393],"category_scores_gemma":[0.009243212,0.00026564026,0.00033891678,0.0015206807,0.033929512,0.00758255,0.007191503,0.0027150838,0.00026917848],"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":[0.000030979118,0.000025960582,0.001986422,0.000050122053,0.0000049944338,0.0003923572,0.83830184,0.000056642653,0.00022386774,0.15167564,0.0012720294,0.0059792455],"study_design_scores_gemma":[0.000009946427,0.000031552638,0.0030492882,0.0002772704,0.00001420638,0.00017266572,0.8867033,0.00024512026,0.0002701803,0.032087184,0.07711877,0.000020369524],"about_ca_topic_score_codex":0.023667485,"about_ca_topic_score_gemma":0.03012669,"teacher_disagreement_score":0.023667485,"about_ca_system_score_codex":0.0077799396,"about_ca_system_score_gemma":0.00559001,"threshold_uncertainty_score":0.056447685},"labels":[],"label_agreement":null},{"id":"W4411210768","doi":"10.1177/01968599251348248","title":"Powerful yet Disempowered: A Thematic Literature Review Exploring the Challenges of Media Reporting on Sexual Violence","year":2025,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sexual violence; Thematic analysis; Thematic map; Sociology; Criminology; Public relations; Political science; Psychology; Gender studies; Social science; Qualitative research; Geography","score_opus":0.17859417762405855,"score_gpt":0.41009638445299224,"score_spread":0.2315022068289337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411210768","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021393256,0.94740725,0.0022529473,0.016856026,0.0013109226,0.00040160026,0.00022975022,0.00001864879,0.010129647],"genre_scores_gemma":[0.108939126,0.8783947,0.004143953,0.005706245,0.00056678354,0.0009029731,0.00020059517,0.000026863045,0.0011187324],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.98917145,0.007565757,0.0012642051,0.0003866455,0.0012218321,0.00039013184],"domain_scores_gemma":[0.9549157,0.03789672,0.0030972136,0.00049289846,0.0032667825,0.00033067312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019250466,0.0007297665,0.0013557095,0.018754462,0.0024045694,0.0062255715,0.0009358445,0.001624721,0.0021449153],"category_scores_gemma":[0.03994472,0.00055826915,0.0014739311,0.01953955,0.0037962461,0.007832946,0.003548415,0.0017630148,0.00028428502],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002164332,0.00008641835,0.006309164,0.27075943,0.00090057775,0.0020980425,0.17719537,0.00026312025,0.00150006,0.038917486,0.0209678,0.48078617],"study_design_scores_gemma":[0.000028763669,0.000103068465,0.00693797,0.53953755,0.0012381121,0.0014789848,0.19498116,0.00018193577,0.00056957087,0.007189628,0.24769251,0.000060753006],"about_ca_topic_score_codex":0.004344566,"about_ca_topic_score_gemma":0.0089473445,"teacher_disagreement_score":0.019250466,"about_ca_system_score_codex":0.0046038367,"about_ca_system_score_gemma":0.01336762,"threshold_uncertainty_score":0.101807415},"labels":[],"label_agreement":null},{"id":"W4416672234","doi":"10.1177/01968599251394208","title":"Potential for and Challenges to Resilience","year":2025,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Quarter (Canadian coin); Resilience (materials science); Psychological resilience; Center (category theory)","score_opus":0.08677764553658479,"score_gpt":0.3960210572350742,"score_spread":0.3092434116984894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416672234","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01666,0.01981771,0.0057938527,0.8807341,0.0050193574,0.00004605788,0.0001067462,0.00013665395,0.07168553],"genre_scores_gemma":[0.86864024,0.02933551,0.0064761685,0.07313406,0.008453196,0.00048624238,0.00014729018,0.00022150154,0.013105809],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97668105,0.014084412,0.0005772507,0.0021573722,0.002424048,0.004075813],"domain_scores_gemma":[0.95681113,0.024175527,0.0023129557,0.0030938017,0.0039738277,0.009632794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0251849,0.00077279145,0.0009495396,0.0028133579,0.014338903,0.021717627,0.003187466,0.007882787,0.015386956],"category_scores_gemma":[0.04112146,0.00045913694,0.0009571658,0.0023353659,0.04736428,0.034454808,0.028853524,0.011390771,0.0019724118],"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":[0.000058747908,0.000043022552,0.0018733701,0.0003937032,0.000029502886,0.00046810452,0.034279842,0.0003170052,0.00015704388,0.8838692,0.044294987,0.034215488],"study_design_scores_gemma":[0.00001674156,0.00004757933,0.0013962428,0.0011332332,0.000013713331,0.0004600326,0.08482313,0.00039278434,0.0001058511,0.6266581,0.28487337,0.000079304285],"about_ca_topic_score_codex":0.00320947,"about_ca_topic_score_gemma":0.005027376,"teacher_disagreement_score":0.0251849,"about_ca_system_score_codex":0.006422629,"about_ca_system_score_gemma":0.014273941,"threshold_uncertainty_score":0.13319206},"labels":[],"label_agreement":null}]}