{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":417,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":417,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"4a6ca764f643","filters":{"topic":"Radio, Podcasts, and Digital Media"}},"results":[{"id":"W2340511639","doi":"10.1002/pra2.2015.145052010081","title":"News in an online world: The need for an “automatic crap detector”","year":2015,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":151,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Vetting; Flagging; Computer science; Digital literacy; The Internet; Internet privacy; Spectacle; Order (exchange); World Wide Web; Political science; Public relations; Business; Law; Computer security; History","authors":[{"name":"Yimin Chen","is_ca":true},{"name":"Nadia Conroy","is_ca":true},{"name":"Victoria L. Rubin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04825900579198005,"gpt":0.3206078122523571,"spread":0.272348806460377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002938961,0.0000656539,0.0001239314,0.0005341922,0.0004292814,0.0002658959,0.0006576988,0.0001011755,4.650995e-7],"category_scores_gemma":[0.008031038,0.0000439461,0.00002397819,0.002231804,0.0004775533,0.004562832,0.00005470479,0.00008117881,9.680524e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002703189,"about_ca_system_score_gemma":0.0003020362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008499285,"about_ca_topic_score_gemma":0.001222049,"domain_scores_codex":[0.9987868,0.00000679036,0.0003107728,0.0001020436,0.0005238882,0.0002696863],"domain_scores_gemma":[0.9977375,0.0001104732,0.0004823332,0.00007970207,0.00151947,0.0000705144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005008553,0.0001410213,0.2286108,0.00005978241,0.00001274462,9.882429e-9,0.05344524,0.0000108742,0.001064219,0.4198252,0.003407798,0.2933722],"study_design_scores_gemma":[0.004456849,0.001318648,0.06428288,0.0001086228,0.00007227353,0.000003857147,0.3512532,0.03456163,0.007459731,0.2864723,0.2493206,0.0006894508],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838324,0.00001133269,0.00001730561,0.009031498,0.0002421982,0.0008864176,0.00001460706,0.00008401632,0.005880292],"genre_scores_gemma":[0.9988418,0.00000569721,0.0005939769,0.0003000663,0.00005151183,0.00008341452,0.000002572053,0.000002848106,0.0001180756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.297808,"threshold_uncertainty_score":0.9614483,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281757092","doi":"10.1177/13548565221104444","title":"What is a podcast? Considering innovations in podcasting through the six-tensions framework","year":2022,"lang":"en","type":"article","venue":"Convergence The International Journal of Research into New Media Technologies","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":101,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Research (Canada)","funders":"Arts and Humanities Research Council","keywords":"Boosting (machine learning); Reflection (computer programming); Computer science; Sociology; Centring; Engineering ethics; Engineering; Artificial intelligence; Visual arts; Art","authors":[{"name":"Jemily Rime","is_ca":true},{"name":"Chris Pike","is_ca":true},{"name":"Tom Collins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1809065345825948,"gpt":0.4357027450322072,"spread":0.2547962104496124,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.004348302,0.0001345436,0.0002147771,0.0006621685,0.001633665,0.0004678076,0.00364422,0.0001149293,0.0004630842],"category_scores_gemma":[0.02864812,0.00009015466,0.000114568,0.002183883,0.002026041,0.001155782,0.001554353,0.002287539,0.00001961386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005780348,"about_ca_system_score_gemma":0.001726716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001338737,"about_ca_topic_score_gemma":0.0008682711,"domain_scores_codex":[0.9951912,0.0003872132,0.0006508376,0.000226932,0.003010945,0.0005328796],"domain_scores_gemma":[0.9916974,0.006239115,0.0003802907,0.0003795172,0.001215344,0.00008831722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000200509,0.0001905513,0.01025322,0.0000113856,0.0002267335,0.0006878304,0.3509983,0.0004777243,0.0008782875,0.3666297,0.06133445,0.2081113],"study_design_scores_gemma":[0.0002077225,0.00007759986,0.0002289786,0.0002189769,0.000005223167,0.0001058216,0.4452758,0.0001137626,0.0007116211,0.3725202,0.1804283,0.0001059284],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4443592,0.007039052,0.000514954,0.5365168,0.009805409,0.0004276758,0.00001013343,0.0001270138,0.001199815],"genre_scores_gemma":[0.9902062,0.006354638,0.001531961,0.0009703215,0.0006298951,0.00004059724,0.000001321662,0.00001330794,0.0002517405],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5458471,"threshold_uncertainty_score":0.9996661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2525953090","doi":"10.19173/irrodl.v17i5.2566","title":"Digital Curation as a Core Competency in Current Learning and Literacy: A Higher Education Perspective","year":2016,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Yale University","keywords":"Digital curation; Curriculum; Data curation; Digital literacy; Perspective (graphical); Computer science; Digital media; Literacy; Social media; Digital learning; Pedagogy; Knowledge management; Engineering ethics; Sociology; World Wide Web; Engineering","authors":[{"name":"Leona M. Ungerer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09605760257141083,"gpt":0.503180206207418,"spread":0.4071226036360072,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002098992,0.0000683304,0.0001510101,0.0001266586,0.0001591522,0.0003443494,0.0003383986,0.0000265025,0.0001707308],"category_scores_gemma":[0.005569808,0.00004377745,0.00002337052,0.0003601029,0.0003297506,0.001236875,0.000213844,0.0003301247,0.00001358844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002561922,"about_ca_system_score_gemma":0.0004873846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008815911,"about_ca_topic_score_gemma":0.00008125474,"domain_scores_codex":[0.9984567,0.000383818,0.0002443441,0.0002011337,0.0005289526,0.0001850881],"domain_scores_gemma":[0.9982883,0.001018792,0.0001109136,0.00006273401,0.000438336,0.00008091525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007388839,0.0001295435,0.1297666,0.0001830897,0.000009343901,0.000003715862,0.002560312,0.000001002961,0.00001598464,0.2924117,0.0003807263,0.5744641],"study_design_scores_gemma":[0.00102005,0.000189871,0.06258915,0.02236828,0.000006591687,0.00001091556,0.02010599,0.0001124484,0.000004489157,0.06909386,0.8242865,0.0002118812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.448096,0.1184807,0.00008791729,0.07543142,0.0007055011,0.002295202,0.00007506679,0.00003419927,0.354794],"genre_scores_gemma":[0.9552152,0.04230338,0.00001083826,0.00003838547,0.00009821427,0.00005083452,0.00003996858,0.00000430506,0.002238854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8239058,"threshold_uncertainty_score":0.6667982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2274312321","doi":"10.22230/cjc.2016v41n1a3016","title":"Radio’s New Wave: Global Sound in the Digital Era","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":72,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Sound (geography); Digital era; Telecommunications; Acoustics; Political science; Computer science; Physics; World Wide Web; The Internet","authors":[{"name":"Henry Adam Svec","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04173120057193862,"gpt":0.2887706764259235,"spread":0.2470394758539849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006531421,0.00005664489,0.00009763012,0.00007438989,0.0002084035,0.0003151011,0.0007769371,0.00005355504,0.00006733503],"category_scores_gemma":[0.0008325959,0.00003597525,0.00005764266,0.0002249614,0.000314176,0.0007362788,0.000008545655,0.0001266544,0.00002245637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004483811,"about_ca_system_score_gemma":0.002237514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01267927,"about_ca_topic_score_gemma":0.2938735,"domain_scores_codex":[0.9990969,0.0001816567,0.0002368853,0.00004657562,0.0002174627,0.0002205316],"domain_scores_gemma":[0.9988135,0.0002754559,0.0001392883,0.0002818182,0.00007977532,0.0004101504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001867314,0.0000279004,0.08104677,0.00000165918,0.00002139986,0.00004860958,0.0265914,0.000003725544,0.000002371841,0.1161246,0.04639931,0.7297136],"study_design_scores_gemma":[0.0007729491,0.00007476316,0.1903922,0.0001385962,0.00001250732,0.0001367808,0.007582207,0.000003276599,0.000002068656,0.1122739,0.6884444,0.0001663566],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6042029,0.004672556,0.0003260326,0.0763052,0.0005971607,0.0002033936,0.00003034932,0.000009394043,0.313653],"genre_scores_gemma":[0.9988042,0.0001986181,0.00008696844,0.0002815319,0.0002525806,7.088541e-7,0.000001483068,0.000003512949,0.0003704648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7295473,"threshold_uncertainty_score":0.9938954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283031568","doi":"10.1093/acrefore/9780190201098.013.1338","title":"Podcast Studies","year":2022,"lang":"en","type":"reference-entry","venue":"Oxford Research Encyclopedia of Literature","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Amateur; Music industry; Affordance; Upload; Advertising; Set (abstract data type); Media studies; Sociology; Computer science; Political science; Business; World Wide Web; Art; Visual arts; Law","authors":[{"name":"Hannah McGregor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1104793534822162,"gpt":0.4278051921965723,"spread":0.317325838714356,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003337895,0.0005290108,0.001127629,0.001185402,0.001338937,0.0004678745,0.001846248,0.0009045583,0.001814528],"category_scores_gemma":[0.006229637,0.0004520314,0.0004228546,0.002698543,0.00173502,0.0006647278,0.0008574951,0.004106987,0.00003803768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007147118,"about_ca_system_score_gemma":0.003006071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000254051,"about_ca_topic_score_gemma":0.0004676112,"domain_scores_codex":[0.9902005,0.001793122,0.0007856881,0.0009598632,0.004620819,0.001640051],"domain_scores_gemma":[0.9943215,0.002319618,0.000342842,0.000868041,0.001543921,0.0006041062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006902886,0.0001615842,0.0004025922,0.0009571461,0.0001760428,0.000272795,0.03883045,2.693421e-7,1.323494e-7,0.007947127,0.7289383,0.2222445],"study_design_scores_gemma":[0.0002536596,0.0002828858,0.0001128373,0.001311175,0.00003279938,0.000006336475,0.01585096,3.487469e-7,4.395482e-7,0.004902297,0.9768332,0.0004130708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.000925985,0.1591049,3.704774e-7,0.001265313,0.004941991,0.0008835867,0.001212808,0.00008348257,0.8315815],"genre_scores_gemma":[0.0004352475,0.5787908,0.00009854952,0.00005028631,0.003977988,0.0001876355,0.0005345399,0.0000533047,0.4158716],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4196859,"threshold_uncertainty_score":0.9999612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2097515863","doi":"10.22230/cjc.2013v38n3a2736","title":"Earth Observation and Signal Territories: Studying U.S. Broadcast Infrastructure through Historical Network Maps, Google Earth, and Fieldwork","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Materialism; Phenomenology (philosophy); Earth system science; Representation (politics); Earth observation; Earth (classical element); Geography; Media studies; Sociology; Geology; Engineering; Oceanography; Epistemology; Political science; Astronomy; Philosophy","authors":[{"name":"Lisa Parks","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03114213189490502,"gpt":0.2437486994454506,"spread":0.2126065675505455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003034093,0.00008698294,0.0001671924,0.00005630535,0.0006324203,0.0003631661,0.0002561283,0.0001119387,0.00007448425],"category_scores_gemma":[0.0002321486,0.00008491232,0.00003054017,0.0001711701,0.0002233466,0.0011891,0.00002114488,0.0002827712,0.000002056781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001662408,"about_ca_system_score_gemma":0.0004463824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0381851,"about_ca_topic_score_gemma":0.07271794,"domain_scores_codex":[0.9990357,0.0001920976,0.0002844901,0.00008110246,0.000182572,0.0002240772],"domain_scores_gemma":[0.9988093,0.0002331491,0.0002061909,0.0001711628,0.0001958211,0.0003843173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003255832,0.00003555208,0.3624468,0.00003502418,0.00009705871,0.00002117,0.0974489,0.0002688362,0.00006207499,0.02523358,0.09328566,0.4210328],"study_design_scores_gemma":[0.0003146973,0.000120941,0.1899973,0.0001376515,0.00002234354,0.00003108912,0.00682439,0.00005517674,0.000005523199,0.0189845,0.7833304,0.0001760837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552246,0.01828411,0.0003129411,0.0109778,0.001248408,0.0003624526,0.00000620752,0.00001811403,0.01356534],"genre_scores_gemma":[0.9944618,0.0008629915,0.003315351,0.0003046411,0.0007320434,0.000003350354,0.000005908042,0.000007576695,0.0003062855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6900447,"threshold_uncertainty_score":0.9682197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2883710119","doi":"10.5539/ijel.v8n6p122","title":"The Impact of Podcasts on EFL Students’ Listening Comprehension","year":2018,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Active listening; Listening comprehension; Significant difference; Psychology; Class (philosophy); Mathematics education; Cluster sampling; Perception; Test (biology); Control (management); Computer science; Mathematics; Communication; Statistics","authors":[{"name":"Tryanti R. Abdulrahman","is_ca":false},{"name":"Nonny Basalama","is_ca":false},{"name":"Moh. Rizky Widodo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0296251155319924,"gpt":0.3864714267038023,"spread":0.3568463111718099,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0008132266,0.00009662816,0.0001692856,0.0001175356,0.0001676196,0.0002262128,0.0008201141,0.00005721945,0.00003935946],"category_scores_gemma":[0.07259256,0.00006425967,0.0001940557,0.00009886317,0.000411717,0.00007662391,0.00006017919,0.0001995703,0.000008697654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001849319,"about_ca_system_score_gemma":0.0002432432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001162067,"about_ca_topic_score_gemma":0.00005800782,"domain_scores_codex":[0.9979146,0.00009673575,0.0004723352,0.00008118374,0.00125489,0.0001803045],"domain_scores_gemma":[0.9804175,0.0009384626,0.0005243662,0.0001023695,0.01787933,0.0001379866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004645423,0.002803128,0.3299052,0.00002604877,0.003189464,0.0004724798,0.1244005,0.001914102,0.0002126885,0.1772959,0.2433328,0.1118022],"study_design_scores_gemma":[0.001814949,0.002046542,0.04844802,0.0004628943,0.00005991806,0.000006996489,0.005883044,0.000230379,0.0003749684,0.005538514,0.9348472,0.0002865494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7101907,0.0001770623,0.00005422483,0.00004928015,0.04649317,0.00008732924,0.00002077692,0.00001650409,0.242911],"genre_scores_gemma":[0.9711221,0.0001215648,0.000176106,0.00004535785,0.0282683,2.352958e-7,0.000001477375,0.000009323676,0.0002555123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6915144,"threshold_uncertainty_score":0.9352194,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3135091107","doi":"10.1177/1464884921997312","title":"Transparency as metajournalistic performance: <i>The New York Times’ Caliphate</i> podcast and new ways to claim journalistic authority","year":2021,"lang":"en","type":"article","venue":"Journalism","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Transparency (behavior); Journalism; Caliphate; Sociology; Performative utterance; Citizen journalism; Media studies; Premise; Political science; Public relations; Law; Epistemology; Politics","authors":[{"name":"Gabriela Perdomo","is_ca":true},{"name":"Philippe Rodrigues-Rouleau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07278531408730857,"gpt":0.3103025911522999,"spread":0.2375172770649913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001734784,0.000367061,0.0005770411,0.0001645491,0.001676977,0.001503487,0.0006898248,0.0002230175,0.002544066],"category_scores_gemma":[0.001317561,0.0002819252,0.0002712151,0.000950232,0.0002677203,0.0007515571,0.00006947755,0.0009624432,0.0002558934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002408713,"about_ca_system_score_gemma":0.002406605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002644968,"about_ca_topic_score_gemma":0.001571366,"domain_scores_codex":[0.9959797,0.0003462675,0.0008384651,0.0004455565,0.001421018,0.0009689491],"domain_scores_gemma":[0.9960753,0.0004171724,0.0003115824,0.000386153,0.0002713927,0.002538362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002312829,0.0002535541,0.003191866,0.00007998733,0.0004142176,0.001338676,0.08931961,0.0002590653,0.0007465139,0.1328436,0.609798,0.1615236],"study_design_scores_gemma":[0.001180356,0.0001957549,0.003371953,0.0003363904,0.0003190816,0.001920824,0.004192817,0.00009547138,0.0002835661,0.04513263,0.9423308,0.0006403034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.327058,0.05553763,0.02815012,0.2540213,0.0175407,0.001501202,0.0001354166,0.0004302739,0.3156253],"genre_scores_gemma":[0.9486859,0.006043762,0.002330475,0.005816828,0.00900319,0.000008030031,0.00001071934,0.00007292986,0.02802819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6216279,"threshold_uncertainty_score":0.9999633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997910997","doi":"10.1080/19376520801971337","title":"The Future of Radio is Still Digital—But Which One? Expert Perspectives and Future Scenarios for Radio Media in 2015","year":2008,"lang":"en","type":"article","venue":"Journal of Radio & Audio Media","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Digital radio; Key (lock); Telecommunications; Broadcasting (networking); Radio broadcasting; Computer science; Digital broadcasting; Selection (genetic algorithm); Digital television; Business; Multimedia; Computer security","authors":[{"name":"Marko Ala-Fossi","is_ca":false},{"name":"Stephen Lax","is_ca":false},{"name":"Brian O’Neill","is_ca":false},{"name":"Per Jauert","is_ca":false},{"name":"Helen Shaw","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01995313187022104,"gpt":0.2753601222023053,"spread":0.2554069903320843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001436258,0.0003874448,0.001003774,0.0003747923,0.000454789,0.0002310425,0.0008350514,0.0003790988,0.0000549162],"category_scores_gemma":[0.002362144,0.0002803492,0.0003801005,0.0007267296,0.001262809,0.001497414,0.000046462,0.0006875445,0.000004029625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004115333,"about_ca_system_score_gemma":0.001267451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007921369,"about_ca_topic_score_gemma":0.001143923,"domain_scores_codex":[0.996034,0.0002202155,0.001036942,0.0003994987,0.001511399,0.0007980046],"domain_scores_gemma":[0.9954048,0.00175448,0.0008573374,0.0003575514,0.0008883927,0.0007373795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00100174,0.0005130821,0.01239818,0.00006133166,0.0003966037,0.0001862752,0.7240294,0.00001055411,0.0002552599,0.001759107,0.1542805,0.1051079],"study_design_scores_gemma":[0.005041972,0.0006814568,0.04078879,0.000284336,0.0001185246,0.0006975768,0.2880726,0.00005450409,0.0002659272,0.00167523,0.6615438,0.0007753118],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7963167,0.1636044,0.0000701039,0.03065493,0.006171645,0.0008142943,0.0001443985,0.00004387238,0.00217963],"genre_scores_gemma":[0.8917395,0.09045087,0.0008314222,0.000208549,0.01632535,0.00002007996,0.000006837983,0.00005540414,0.0003619464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5072632,"threshold_uncertainty_score":0.9999649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308650047","doi":"10.4324/9781003340980","title":"Podcasting as an Intimate Medium","year":2022,"lang":"en","type":"book","venue":"","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Johannes Gutenberg-Universität Mainz; York University; University of Minnesota","keywords":"Art; Psychology","authors":[{"name":"Alyn Euritt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03619058577401121,"gpt":0.3162757465131874,"spread":0.2800851607391762,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007997795,0.0002584035,0.0003647996,0.0001692627,0.0006706027,0.0003161914,0.0007110397,0.0002792699,0.02494753],"category_scores_gemma":[0.0005751315,0.0002579094,0.0001428419,0.0001353929,0.0003991877,0.0004864997,0.0001757211,0.0004802623,0.0008233502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004452048,"about_ca_system_score_gemma":0.002289011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001315185,"about_ca_topic_score_gemma":0.001636787,"domain_scores_codex":[0.9974039,0.0001301467,0.0003218388,0.0004773791,0.001115722,0.0005509998],"domain_scores_gemma":[0.9986745,0.0002993415,0.0001828132,0.0003139182,0.00007938728,0.0004500412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002064267,0.000087405,0.00007484526,0.0000615619,0.00006294638,0.0002791102,0.0228449,0.000003139631,0.000002657152,0.3787812,0.5015332,0.09624841],"study_design_scores_gemma":[0.00009244433,0.00009994909,0.00001406082,0.00002696494,0.000022058,0.000008272687,0.003641698,0.00001028094,0.00000208446,0.02978181,0.9659614,0.0003389746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002754743,0.0002048374,0.000007151697,0.0005669029,0.002835411,0.000283889,0.00003296538,0.0003675226,0.9954258],"genre_scores_gemma":[0.001578676,0.0001265445,0.000187125,0.0008284634,0.002913968,0.000024462,0.0001716564,0.00005677376,0.9941123],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4644282,"threshold_uncertainty_score":0.9999873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3033052769","doi":"10.1111/tesg.12426","title":"The City Under COVID‐19: Podcasting As Digital Methodology","year":2020,"lang":"en","type":"article","venue":"Tijdschrift voor Economische en Sociale Geografie","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University; Simon Fraser University; University of Ottawa","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Scholarship; Social distance; Distancing; Field (mathematics); Process (computing); Sociology; Digital scholarship; Social media; Computer science; Media studies; Multimedia; World Wide Web; Political science","authors":[{"name":"Dallas Rogers","is_ca":false},{"name":"Miles Herbert","is_ca":false},{"name":"Carolyn Whitzman","is_ca":true},{"name":"Eugene McCann","is_ca":true},{"name":"Paul J. Maginn","is_ca":false},{"name":"Beth Watts","is_ca":false},{"name":"Ashraful Alam","is_ca":false},{"name":"Madeleine Pill","is_ca":false},{"name":"Roger Keil","is_ca":true},{"name":"Tanja Dreher","is_ca":false},{"name":"Matt Novacevski","is_ca":false},{"name":"Jason Byrne","is_ca":false},{"name":"Natalie Osborne","is_ca":false},{"name":"Mirjam Büdenbender","is_ca":false},{"name":"Tooran Alizadeh","is_ca":false},{"name":"Kate Murray","is_ca":false},{"name":"Kelly Dombroski","is_ca":false},{"name":"Deepti Prasad","is_ca":false},{"name":"Creighton Connolly","is_ca":false},{"name":"Amanda Kass","is_ca":false},{"name":"Emma Dale","is_ca":false},{"name":"Cameron Murray","is_ca":false},{"name":"Susan Caldis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1359131809931242,"gpt":0.3622454292574956,"spread":0.2263322482643714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002346026,0.0003350745,0.0005403885,0.00006017529,0.002124737,0.001076198,0.0009767977,0.0004113988,0.001005841],"category_scores_gemma":[0.01244533,0.0003046144,0.0003761794,0.0003641791,0.001485259,0.0008540054,0.0002606596,0.000576254,0.001097478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001845581,"about_ca_system_score_gemma":0.001839863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002016923,"about_ca_topic_score_gemma":0.001435102,"domain_scores_codex":[0.9965404,0.0007194957,0.0006180131,0.0006714425,0.0003685398,0.001082058],"domain_scores_gemma":[0.9929854,0.004980886,0.0003325628,0.0003141531,0.0001064763,0.001280567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004448119,0.0002011447,0.03672623,0.00006818817,0.000706212,0.00009517994,0.07428718,0.0001580154,0.00006210164,0.5789615,0.03952679,0.2687626],"study_design_scores_gemma":[0.0007964938,0.0001015509,0.001290729,0.000005166666,0.00004166642,0.000008701893,0.02724495,0.00005804318,0.00002627383,0.01839534,0.9515694,0.000461631],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3588311,0.001117087,0.001401426,0.08077997,0.001837457,0.0008389645,0.0001015224,0.000632968,0.5544595],"genre_scores_gemma":[0.9818748,0.0002346694,0.0005269285,0.007784694,0.004354119,0.00005686858,0.00003066531,0.00005233991,0.005084904],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9120427,"threshold_uncertainty_score":0.9999608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2021181129","doi":"10.1386/rajo.5.2-3.97_1","title":"Remediating radio: Audio streaming, music recommendation and the discourse of radioness","year":2008,"lang":"en","type":"article","venue":"Radio Journal International Studies in Broadcast & Audio Media","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Consumption (sociology); Radio broadcasting; Multimedia; Order (exchange); Telecommunications; Aesthetics; Business; Art","authors":[{"name":"Ariana Moscote Freire","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09526966435852659,"gpt":0.3704055259568165,"spread":0.2751358615982899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002815806,0.000282353,0.0006711923,0.0003668845,0.0008851757,0.0001075757,0.0006119441,0.0001137054,0.0001428459],"category_scores_gemma":[0.006525411,0.0002104066,0.0001957014,0.0004561209,0.003274915,0.0009246528,0.0001373371,0.0005995278,0.000007186263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006169549,"about_ca_system_score_gemma":0.0002593673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000306607,"about_ca_topic_score_gemma":0.0007877976,"domain_scores_codex":[0.9964128,0.0005656473,0.001039159,0.0003388688,0.001137928,0.0005056715],"domain_scores_gemma":[0.9959084,0.002401788,0.0008317992,0.0001735139,0.0004519104,0.0002325546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007401888,0.0004130469,0.1000274,0.00006374197,0.001175175,0.0004300319,0.4638877,0.0001984692,0.00009017728,0.009290009,0.04017173,0.3835123],"study_design_scores_gemma":[0.03390724,0.0005624093,0.2639094,0.002742898,0.0005594206,0.006647224,0.4234597,0.002372485,0.0004350837,0.01410043,0.2485787,0.002725005],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508643,0.01639099,0.0002511158,0.008932994,0.01015864,0.00045559,0.00003795906,0.00004352066,0.01286486],"genre_scores_gemma":[0.9379433,0.05724868,0.0005893223,0.0001623108,0.003573936,0.00003091303,0.00001584353,0.00002475185,0.0004109029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3807873,"threshold_uncertainty_score":0.9994376,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2560760878","doi":"10.1177/1354856516680339","title":"YouTube flow and the transmission of heritage: The interplay of users, content, and algorithms","year":2016,"lang":"en","type":"article","venue":"Convergence The International Journal of Research into New Media Technologies","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saint Paul University; University of Ottawa","funders":"","keywords":"Narrative; Interpretation (philosophy); Sociology; Diversity (politics); Convergence (economics); Computer science; Cultural heritage; Ceremony; Media studies; Political science; Law; History; Anthropology; Art; Literature","authors":[{"name":"Sheenagh Pietrobruno","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08130319209035347,"gpt":0.375583928648386,"spread":0.2942807365580326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.00412142,0.00009071313,0.0002234904,0.0002038811,0.0001660271,0.00007771414,0.001900011,0.00009221383,0.00005397048],"category_scores_gemma":[0.01104399,0.00003368993,0.0000904122,0.0002408133,0.00714459,0.0003899505,0.0002635209,0.000360808,0.000001630197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005988795,"about_ca_system_score_gemma":0.0003490991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006178513,"about_ca_topic_score_gemma":0.0002398566,"domain_scores_codex":[0.9975458,0.0002917944,0.0004370734,0.0001199312,0.001389057,0.0002163136],"domain_scores_gemma":[0.9943185,0.004196501,0.0002792831,0.0001922401,0.0009283568,0.00008505652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006795787,0.00003379524,0.003894894,0.00001649185,0.0001781734,0.00001779026,0.04220046,8.149783e-7,0.006062486,0.02388045,0.004230561,0.9188045],"study_design_scores_gemma":[0.006247495,0.0009050532,0.005101736,0.002179157,0.00008228615,0.00020151,0.4848193,0.0005815236,0.09454098,0.3198355,0.08516143,0.0003440826],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7425325,0.01289367,0.002384992,0.239435,0.001675635,0.0004356315,0.00001800788,0.00003830988,0.0005861893],"genre_scores_gemma":[0.9731373,0.02586882,0.0004942421,0.00003551248,0.000179669,0.000005436299,1.823761e-7,0.000005288407,0.0002735854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9184604,"threshold_uncertainty_score":0.9972864,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W653161163","doi":"10.5860/choice.48-2761","title":"The Wireless spectrum: the politics, practices, and poetics of mobile media","year":2011,"lang":"en","type":"article","venue":"Choice Reviews Online","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Poetics; Politics; Wireless; Spectrum (functional analysis); Media studies; Computer science; Sociology; Political science; Telecommunications; Art; Literature; Poetry; Physics; Law","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1146558576499964,"gpt":0.3699032754231608,"spread":0.2552474177731644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001423936,0.000123445,0.0002954232,0.00002152911,0.0003448796,0.00006400768,0.0004835566,0.00006451797,0.00005881268],"category_scores_gemma":[0.004821427,0.00006456489,0.00008091956,0.0002108648,0.001021882,0.0002025389,0.00005982069,0.0001857405,0.00002179489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002974825,"about_ca_system_score_gemma":0.0001617006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001639605,"about_ca_topic_score_gemma":0.008489949,"domain_scores_codex":[0.9984681,0.0003214551,0.0004299982,0.0001685555,0.0002878128,0.0003240632],"domain_scores_gemma":[0.9971343,0.001634637,0.0005963288,0.0003848453,0.00008399402,0.0001658447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002035914,0.0006430745,0.01453728,0.0003972345,0.00007875777,0.00000785745,0.0560961,1.318165e-7,0.00004475239,0.1059125,0.00843592,0.8138261],"study_design_scores_gemma":[0.00009866929,0.00004664577,0.004029846,0.0001057434,0.00005408932,0.00000342855,0.00402087,0.000009379231,0.00003588366,0.002305176,0.9891955,0.000094731],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4775135,0.4126438,0.00002402134,0.008344482,0.002298297,0.002569563,0.000135344,0.00008794493,0.09638301],"genre_scores_gemma":[0.4407552,0.5522794,0.0006033847,0.0007078876,0.003030994,0.00006442297,0.00001775153,0.00003166831,0.002509329],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9807596,"threshold_uncertainty_score":0.5772046,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W590776765","doi":"","title":"Community Radio and Public Culture: Being an Examination of Media Access and Equity in the Nations of North America","year":2001,"lang":"en","type":"book","venue":"Medical Entomology and Zoology","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mainstream; Community radio; Public sphere; Equity (law); Democracy; Citizen media; Political science; Media studies; Alternative media; Sociology; New media; Politics; Law","authors":[{"name":"Charles Fairchild","is_ca":false},{"name":"Thomas L. Jacobson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06585590149750814,"gpt":0.3648577719474129,"spread":0.2990018704499047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002075332,0.0001390252,0.0004699571,0.0002756465,0.0002865207,0.00003024767,0.0005554364,0.0005723139,0.00008197982],"category_scores_gemma":[0.003790512,0.0001058518,0.00002711707,0.0002552684,0.005694175,0.000292644,0.0002579456,0.0007255938,3.981366e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004076046,"about_ca_system_score_gemma":0.0003952503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002040676,"about_ca_topic_score_gemma":0.08176476,"domain_scores_codex":[0.9969777,0.001737551,0.0003667585,0.0002042395,0.0004178623,0.0002958953],"domain_scores_gemma":[0.9970688,0.002219053,0.0002348845,0.0001667931,0.00009840137,0.0002120379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003070087,0.0004141645,0.06892183,0.0001786028,0.00006579896,0.00007508052,0.09723968,1.742506e-7,5.830784e-7,0.1392942,0.0006016897,0.6931775],"study_design_scores_gemma":[0.001557751,0.0009239034,0.8118604,0.0001423807,0.0001523688,0.0002519705,0.009224995,0.0000601325,0.000001133734,0.1525121,0.02290077,0.0004120482],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6650627,0.001424655,0.0001014797,0.001748257,0.0003323798,0.0003148755,0.00003007748,0.00001844904,0.3309672],"genre_scores_gemma":[0.9912803,0.005799382,0.00002186094,0.0003794367,0.0001444268,0.00001637446,0.0001966147,0.00000642566,0.002155152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7429386,"threshold_uncertainty_score":0.9970118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2301966446","doi":"","title":"User-Generated Online Video and the Atlantic Canadian Public Sphere: A YouTube Study","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Online video; Public sphere; Computer science; Social media; Advertising; Internet privacy; World Wide Web; Media studies; Multimedia; Political science; Sociology; Business","authors":[{"name":"Mary Milliken","is_ca":false},{"name":"Kerri Gibson","is_ca":false},{"name":"Susan O’Donnell","is_ca":false},{"name":"Janice Singer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04301959258413898,"gpt":0.2652802608118895,"spread":0.2222606682277505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004135217,0.0001058041,0.0001787408,0.00005681288,0.0008240699,0.0001893867,0.0002609977,0.00006028545,0.0003577475],"category_scores_gemma":[0.0006123918,0.00007285586,0.00003633518,0.0003833144,0.0006254661,0.0002402734,0.00002600464,0.0001231233,0.00004244206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008128872,"about_ca_system_score_gemma":0.000813293,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2901954,"about_ca_topic_score_gemma":0.909036,"domain_scores_codex":[0.9986432,0.0002306736,0.0001621634,0.0002059971,0.0003298154,0.0004282111],"domain_scores_gemma":[0.9990958,0.0001448426,0.00003809273,0.0001887414,0.00008739436,0.000445104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000762279,0.0005135422,0.778928,0.000007861377,0.0001416443,0.0003524502,0.1070376,0.000002273939,0.00006281002,0.027936,0.0542971,0.03064446],"study_design_scores_gemma":[0.006663076,0.0003550214,0.2525942,0.00002664816,0.00008609683,0.0000827407,0.07169585,0.0004892285,0.0000145517,0.004028548,0.6631129,0.0008510893],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9421969,0.0001195691,0.000001471295,0.007235828,0.0002798552,0.0003971129,0.00001400038,0.00004675084,0.0497085],"genre_scores_gemma":[0.9959436,0.0001238861,0.00004712104,0.0006427404,0.0004473505,0.00001571859,0.00001092375,0.00001080805,0.002757859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6188405,"threshold_uncertainty_score":0.7145312,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2175168103","doi":"10.7202/1033547ar","title":"Mobilizing Knowledge via Documentary Filmmaking — Is the Academy Ready?","year":2015,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"","keywords":"Filmmaking; Conversation; Documentary film; Sociology; Visual arts; Media studies; Art; Movie theater; Communication","authors":[{"name":"Diana Petrarca","is_ca":true},{"name":"Janette Hughes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.516170999913076,"gpt":0.489222690601796,"spread":0.02694830931128006,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005661916,0.0001706154,0.0002215599,0.0003309236,0.002258655,0.0002438731,0.0009998275,0.0001225715,0.0001527371],"category_scores_gemma":[0.002065601,0.0001376548,0.0001354066,0.001099841,0.001170816,0.001846062,0.0000525973,0.0003275306,0.00006326483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002331916,"about_ca_system_score_gemma":0.001898817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006930848,"about_ca_topic_score_gemma":0.0003784032,"domain_scores_codex":[0.9973667,0.0005922833,0.0006380493,0.0002736057,0.0005987883,0.0005305859],"domain_scores_gemma":[0.9973135,0.0005464147,0.0006912806,0.0001848954,0.0007096778,0.0005542285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008484971,0.001336144,0.007959832,0.0001453017,0.0001015068,0.000008904606,0.31613,0.0008510881,0.00065423,0.1195254,0.1851164,0.3680864],"study_design_scores_gemma":[0.0002062679,0.0001769353,0.001800545,0.0002345309,0.00006130878,0.0004621084,0.08010378,0.0003334363,0.0006511039,0.04659893,0.869104,0.000267054],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5300159,0.004312022,0.0003592958,0.03008117,0.01013553,0.0006376156,0.00003398751,0.00007885797,0.4243456],"genre_scores_gemma":[0.9868706,0.0004632323,0.00464508,0.003606512,0.001320184,0.00002488381,0.000002404868,0.00001713236,0.003049998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6839876,"threshold_uncertainty_score":0.9990402,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2997874959","doi":"10.20380/gi2018.11","title":"Quality 'Alone' Time through Conversations and Storytelling: Podcast Listening Behaviors and Routines","year":2018,"lang":"en","type":"article","venue":"Canada Human-Computer Communications Society","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Active listening; Boredom; Storytelling; Conversation; Computer science; Feeling; Digital storytelling; Multimedia; Flexibility (engineering); Social media; Audio equipment; Psychology; Narrative; World Wide Web; Social psychology; Communication","authors":[{"name":"Yasamin Heshmat","is_ca":true},{"name":"Lillian Yang","is_ca":true},{"name":"Carman Neustaedter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05698275587101333,"gpt":0.3359152534998763,"spread":0.278932497628863,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004614778,0.0001552702,0.0002278919,0.00002147209,0.002852804,0.0002431237,0.0005751047,0.0001036542,0.000043826],"category_scores_gemma":[0.00004876212,0.0001743356,0.00006979698,0.0001876125,0.002158555,0.0004098434,0.0002710302,0.0002079251,0.000004966725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002608733,"about_ca_system_score_gemma":0.0005465396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3363022,"about_ca_topic_score_gemma":0.4991674,"domain_scores_codex":[0.9985692,0.0002323845,0.0003167828,0.0002770496,0.000299448,0.0003051366],"domain_scores_gemma":[0.9983,0.0003952293,0.0001341983,0.0007230678,0.0002472016,0.0002003619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001145153,0.0003803935,0.04768921,0.00009482379,0.0003640322,0.0000046494,0.6437987,0.00001400968,0.0004969987,0.132728,0.1377143,0.03670343],"study_design_scores_gemma":[0.001331831,0.0001523719,0.05779289,0.0001226382,0.0001528744,0.00001368436,0.03805702,0.005423662,0.00005934877,0.00232583,0.893271,0.001296893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610732,0.001594522,0.002203331,0.009056792,0.0006336058,0.0005776035,0.00008838393,0.0002421024,0.02453052],"genre_scores_gemma":[0.982868,0.0002198805,0.01419896,0.001059415,0.0004092331,0.00001425724,0.00005894869,0.00001687664,0.001154466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7555567,"threshold_uncertainty_score":0.9984453,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1509478018","doi":"10.15847/obsobs742013715","title":"Entrepreneurial journalism education: where are we now?","year":2013,"lang":"en","type":"article","venue":"Observatorio (OBS*)","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Curriculum; Journalism; Perspective (graphical); State (computer science); Political science; Sociology; Pedagogy; Medical education; Public relations; Media studies; Medicine; Computer science","authors":[{"name":"María José Vázquez Schaich","is_ca":false},{"name":"Jeffrey S. Klein","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03730015527925933,"gpt":0.2882869621819336,"spread":0.2509868069026743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002465425,0.0001988244,0.0002565173,0.00005206433,0.0004540617,0.0006839514,0.0005270671,0.0001856462,0.002938747],"category_scores_gemma":[0.0002653688,0.0001883998,0.0001423,0.0003407253,0.0001779446,0.001182776,0.00005373534,0.0002249996,0.001568096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001777492,"about_ca_system_score_gemma":0.0007776613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001385058,"about_ca_topic_score_gemma":0.001761724,"domain_scores_codex":[0.9979928,0.0001523227,0.0003359967,0.000343132,0.0006451046,0.0005306365],"domain_scores_gemma":[0.998378,0.0001577634,0.0002191315,0.0003709518,0.0003073397,0.0005667636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009358792,0.0002010839,0.1571485,0.00002949437,0.0000268257,0.00001159425,0.009519964,0.0000020937,0.00007382904,0.0118263,0.7814278,0.03972316],"study_design_scores_gemma":[0.0002437891,0.00002214004,0.02263437,0.00009138053,0.00001421946,0.000004193942,0.004421217,0.000005622139,0.00004044594,0.007026872,0.9652534,0.000242332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7138487,0.006557178,0.00001687141,0.08339977,0.02228278,0.0008024938,0.00001720103,0.0003160682,0.172759],"genre_scores_gemma":[0.9021249,0.004150341,0.0004924652,0.001701498,0.0161881,0.0001438336,0.00001544079,0.00005733011,0.07512607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1882763,"threshold_uncertainty_score":0.9992093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084906203","doi":"10.1080/01439685.2010.505039","title":"A Call to Listen: The ‘New’ Documentary in Radio—Encountering ‘Wild Sound’ and The ‘Filme Sonore’","year":2010,"lang":"en","type":"article","venue":"Historical Journal Of Film Radio and Television","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sound (geography); Art; Visual arts; Art history; Media studies; Acoustics; Sociology; Physics","authors":[{"name":"Virginia Madsen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01062662692626929,"gpt":0.2565086253868046,"spread":0.2458819984605354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001490967,0.0001393087,0.0003387988,0.0001054951,0.0003820998,0.0002385955,0.0003604871,0.0000996742,0.00005029727],"category_scores_gemma":[0.0007572449,0.00007631068,0.0001129579,0.0002260985,0.0003441116,0.0004177536,0.00005516294,0.0005651521,0.000002984189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003480761,"about_ca_system_score_gemma":0.0001386724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001913068,"about_ca_topic_score_gemma":0.00139842,"domain_scores_codex":[0.9984267,0.0001501496,0.0004452072,0.0001729036,0.000513781,0.0002913061],"domain_scores_gemma":[0.9985558,0.0006282247,0.0001834101,0.0001529645,0.00006134253,0.0004182442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001518057,0.0002377525,0.01760061,0.00004521588,0.00008797185,0.0003512044,0.1042286,0.00004047521,0.0008621712,0.01590561,0.2444581,0.6146642],"study_design_scores_gemma":[0.002093186,0.0003067245,0.007448261,0.00009090581,0.00004357421,0.0003799371,0.001529062,0.0001645279,0.00001290126,0.003441691,0.9842629,0.0002262932],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9314459,0.01044384,0.0004375471,0.04465749,0.004615168,0.0004525004,0.000002943757,0.00002098468,0.007923603],"genre_scores_gemma":[0.994994,0.001216079,0.0004770406,0.0006103583,0.001643561,0.000002171359,2.817604e-7,0.00001077791,0.001045668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7398048,"threshold_uncertainty_score":0.3111859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804950539","doi":"","title":"The Expanding Digital Media Landscape of Qualitative and Decolonizing Research: Examining Collaborative Podcasting as a Research Method","year":2017,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; Queen's University; Memorial University of Newfoundland; University of Guelph","funders":"","keywords":"Social media; Field (mathematics); Indigenous; Citizen journalism; Qualitative research; Participatory action research; Process (computing); Sociology; Digital media; Knowledge management; Engineering ethics; Computer science; Engineering; Social science; World Wide Web; Ecology","authors":[{"name":"Lindsay Day","is_ca":true},{"name":"Ashlee Cunsolo","is_ca":true},{"name":"Heather Castleden","is_ca":true},{"name":"Debbie Martin","is_ca":true},{"name":"Catherine Hart","is_ca":true},{"name":"Tim Anaviapik-Soucie","is_ca":false},{"name":"George K. Russell","is_ca":false},{"name":"Clifford Paul","is_ca":false},{"name":"Cate Dewey","is_ca":true},{"name":"Sherilee L. Harper","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8146273200752743,"gpt":0.7402143206322509,"spread":0.07441299944302338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.03710359,0.0002277901,0.0007057096,0.0008736722,0.005736518,0.01111868,0.00365517,0.0001529257,0.0003368919],"category_scores_gemma":[0.08061654,0.0001766984,0.00008581884,0.001494626,0.003017052,0.006091823,0.001871115,0.0008712069,0.00000769591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001644209,"about_ca_system_score_gemma":0.001077234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003410948,"about_ca_topic_score_gemma":0.001758101,"domain_scores_codex":[0.9909237,0.004138645,0.0008497506,0.0005298089,0.00258778,0.0009703052],"domain_scores_gemma":[0.9637307,0.03197074,0.001084769,0.0005334726,0.002164173,0.0005161784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007151761,0.0001958895,0.2779139,0.00009341921,0.0003461605,0.0001303378,0.4294827,0.000007416471,0.006550991,0.00898573,0.01039676,0.2651815],"study_design_scores_gemma":[0.001198711,0.0001298771,0.2197953,0.001753442,0.00004291967,0.00001412238,0.6653023,0.00008318367,0.005185341,0.09375045,0.01212637,0.0006179341],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8654351,0.01040256,0.00005489526,0.0006035688,0.0004746038,0.0006547415,0.00006317102,0.00001714934,0.1222942],"genre_scores_gemma":[0.9922343,0.006219869,0.0004947658,0.00001528447,0.0004207805,0.00005136715,0.000003281222,0.00003487239,0.0005254882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2645636,"threshold_uncertainty_score":0.9996961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392953945","doi":"10.1093/jahist/jaad417","title":"Cold War Radio: The Russian Broadcasts of the Voice of America and Radio Free Europe/Radio Liberty","year":2024,"lang":"en","type":"article","venue":"Journal of American History","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo","funders":"","keywords":"Cold war; Political science; History; Law","authors":[{"name":"Andrew Hunt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01278156768825709,"gpt":0.236318823515308,"spread":0.2235372558270509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006266079,0.0001677169,0.0005065127,0.0001623226,0.0001636137,0.00003512,0.0008975709,0.00004657771,0.00005888718],"category_scores_gemma":[0.0006316412,0.00009922223,0.0002809557,0.0006817048,0.00418369,0.0003373678,0.00007249436,0.0004339411,0.000005569797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004415056,"about_ca_system_score_gemma":0.001076831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00180636,"about_ca_topic_score_gemma":0.0001263809,"domain_scores_codex":[0.9976934,0.0004468715,0.000590947,0.0001803106,0.0008045158,0.0002839744],"domain_scores_gemma":[0.9978006,0.0006119601,0.0008490631,0.0003833834,0.0001157676,0.0002391881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002335343,0.0002960472,0.003813975,0.0001742853,0.0004863866,0.0001932184,0.1302276,0.00005058556,0.003292797,0.005663875,0.7008716,0.1546961],"study_design_scores_gemma":[0.0002078712,0.0003436371,0.007941203,0.0001353137,0.0001088223,0.00007925745,0.003350329,0.00004522348,0.00006117825,0.00009462851,0.987501,0.0001315906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.580761,0.1688191,0.0003133687,0.02575295,0.01222907,0.0008455659,0.0001254637,0.0001134789,0.21104],"genre_scores_gemma":[0.9895263,0.004210919,0.000453329,0.0005826058,0.0009240445,0.000002477488,2.948786e-7,0.00003632749,0.004263733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4087652,"threshold_uncertainty_score":0.9985263,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3029981173","doi":"10.1177/1075547020927032","title":"Blending Research, Journalism, and Community Expertise: A Case Study of Coproduction in Research Communication","year":2020,"lang":"en","type":"article","venue":"Science Communication","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Coproduction; Public relations; Stakeholder; Perception; Sociology; Political science; Psychology","authors":[{"name":"Stephen MacGregor","is_ca":true},{"name":"Amanda Cooper","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6410239652299194,"gpt":0.5709801909680697,"spread":0.07004377426184971,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.03471946,0.00007935383,0.0001777599,0.0005892137,0.005470651,0.0003713059,0.001826037,0.00006226193,0.00001174026],"category_scores_gemma":[0.01027624,0.00008242583,0.00001664073,0.003988817,0.005188514,0.001680407,0.0009145693,0.001574311,0.000004598121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003838455,"about_ca_system_score_gemma":0.0004378162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05112908,"about_ca_topic_score_gemma":0.0246045,"domain_scores_codex":[0.9876586,0.009751732,0.0004352075,0.0002575221,0.001453956,0.0004430187],"domain_scores_gemma":[0.9955384,0.001663882,0.0001452927,0.001252568,0.001134666,0.0002652147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000038317,0.0007043497,0.01604282,0.00002058267,0.0000038319,0.00001349527,0.947219,0.00001925907,0.002043136,0.004307961,0.0002274259,0.0293598],"study_design_scores_gemma":[0.0004830396,0.0004035373,0.009493099,0.0001133638,0.0000033277,0.00003739924,0.9847226,0.0007403088,0.0003800612,0.002779474,0.0007351296,0.000108721],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846529,0.001089657,0.000004709118,0.006248073,0.00004477916,0.0007061961,0.000001165796,0.00002862001,0.00722389],"genre_scores_gemma":[0.9982781,0.001310161,0.0002643738,0.00002782857,0.00004026431,0.00004755036,0.000002013707,0.000007658675,0.00002205357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03750352,"threshold_uncertainty_score":0.9980606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3139296673","doi":"10.1177/10776958211000198","title":"Accessibility as Aesthetic in Broadcast Media: Critical Access Theory and Disability Justice as Project-Based Learning","year":2021,"lang":"en","type":"article","venue":"Journalism & Mass Communication Educator","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Humber Polytechnic; University of Toronto; Brock University","funders":"","keywords":"Economic Justice; General partnership; Obligation; Sociology; Public relations; Critical theory; Production (economics); Resistance (ecology); Media literacy; Pedagogy; Psychology; Political science; Law; Economics","authors":[{"name":"Chelsea Temple Jones","is_ca":true},{"name":"Kim Collins","is_ca":true},{"name":"Anne Zbitnew","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04979865272934397,"gpt":0.4316458598460429,"spread":0.381847207116699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00436327,0.0001943527,0.0003379881,0.0001139838,0.0008887876,0.001041002,0.0009766509,0.0001893239,0.0005389237],"category_scores_gemma":[0.02168565,0.0001909945,0.00009985563,0.0006784271,0.001536862,0.001287217,0.0002102799,0.0009484706,0.00002348605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004012463,"about_ca_system_score_gemma":0.002238447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00129583,"about_ca_topic_score_gemma":0.001200309,"domain_scores_codex":[0.9935668,0.004394935,0.0005800222,0.0004032739,0.0006010252,0.0004539635],"domain_scores_gemma":[0.9942468,0.003947624,0.0002185408,0.0008043181,0.0003625313,0.0004201419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005634523,0.004847457,0.3578697,0.0005298915,0.00005049101,0.0001074011,0.2052527,0.0000348369,0.0002366821,0.2566286,0.003009374,0.1708694],"study_design_scores_gemma":[0.002651226,0.0001804739,0.2141945,0.0009857111,0.0003713985,0.0002027955,0.3839796,0.0003267374,0.000527626,0.2557047,0.1393486,0.001526622],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9450404,0.003492148,0.00004660316,0.03226857,0.0006889242,0.0002968144,0.000005981059,0.00006961633,0.01809096],"genre_scores_gemma":[0.9969623,0.0009622864,0.0006360876,0.0008934676,0.0002387496,0.00006302101,0.00001764822,0.00002157274,0.0002048376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1787269,"threshold_uncertainty_score":0.999996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4368376592","doi":"10.3389/fcomm.2023.1090112","title":"How academic podcasting can change academia and its relationship with society: A conversation and guide","year":2023,"lang":"en","type":"article","venue":"Frontiers in Communication","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of Guelph; Dalhousie University","funders":"","keywords":"Mainstream; Conversation; Space (punctuation); Sociology; Power (physics); Engineering ethics; Media studies; Public relations; Political science; Pedagogy; Computer science; Engineering; Law","authors":[{"name":"Michael Cox","is_ca":false},{"name":"Hannah L. Harrison","is_ca":true},{"name":"Stefan Partelow","is_ca":false},{"name":"S. A. Curtis","is_ca":false},{"name":"Stephen R. Elser","is_ca":false},{"name":"Courtney Hammond Wagner","is_ca":false},{"name":"Robert Hobbins","is_ca":false},{"name":"Conor D. Barnes","is_ca":false},{"name":"Lisa M. Campbell","is_ca":false},{"name":"Laura Cappelatti","is_ca":false},{"name":"Emily De Sousa","is_ca":false},{"name":"Julie A. Fowler","is_ca":false},{"name":"Erin B. Larson","is_ca":false},{"name":"Frans Libertson","is_ca":false},{"name":"Rafaella Lobo","is_ca":false},{"name":"Philip A. Loring","is_ca":true},{"name":"A. Marissa Matsler","is_ca":false},{"name":"Andrew Merrie","is_ca":false},{"name":"Eric J. Moody","is_ca":false},{"name":"Rubi Quiñones","is_ca":false},{"name":"Jason Sauer","is_ca":false},{"name":"Katherine Shabb","is_ca":false},{"name":"Sturle Hauge Simonsen","is_ca":false},{"name":"Susan Washko","is_ca":false},{"name":"Ben Whittaker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1056584966087277,"gpt":0.3250325929216933,"spread":0.2193740963129656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009384388,0.00008513497,0.0001206154,0.00009524723,0.0003905414,0.00009787185,0.0001921341,0.0002656068,7.187188e-7],"category_scores_gemma":[0.0007860595,0.00008824728,0.00001389245,0.0006136222,0.0002778584,0.000774182,0.000069527,0.0005060776,0.000001295875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001525671,"about_ca_system_score_gemma":0.00008135915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003340369,"about_ca_topic_score_gemma":0.0005726144,"domain_scores_codex":[0.9990606,0.0001928096,0.0001466086,0.0001668968,0.0002133725,0.0002196951],"domain_scores_gemma":[0.9992769,0.0002983308,0.000119116,0.0001540871,0.00005936987,0.00009221111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001361623,0.000005728283,0.7929384,0.00003521115,0.00001372014,8.851071e-7,0.1324833,0.000003800707,0.00001487726,0.005103111,0.009279132,0.06010819],"study_design_scores_gemma":[0.001372449,0.00006407485,0.7306116,0.0004421412,0.0000510414,0.000005369677,0.1847241,0.02513459,0.00003053683,0.01081412,0.04623979,0.00051018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9064411,0.008464769,0.000452315,0.07959056,0.0002836757,0.0008755336,0.00001555165,0.0002293318,0.003647165],"genre_scores_gemma":[0.9891877,0.007579537,0.001893042,0.0002438197,0.00009753626,0.0000666371,0.0000450378,0.00001167712,0.0008749946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08274662,"threshold_uncertainty_score":0.359862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2561312372","doi":"10.5429/2079-3871(2016)v6i2.6en","title":"The Concept Album as Visual—Sonic—Textual Spectacle: The Transmedial Storyworld of Coldplay’s Mylo Xyloto","year":2016,"lang":"en","type":"article","venue":"IASPM Journal","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada; Université Laval","keywords":"Spectacle; Storytelling; Context (archaeology); Variety (cybernetics); Art; Meaning (existential); Perspective (graphical); Visual arts; Aesthetics; Literature; Computer science; Narrative; History; Epistemology; Philosophy; Political science","authors":[{"name":"Lori Burns","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01297884068051133,"gpt":0.3041585721457756,"spread":0.2911797314652643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00150098,0.0001701979,0.0002456604,0.0000562259,0.00120676,0.0002589942,0.00084087,0.0001081149,0.001137512],"category_scores_gemma":[0.001086589,0.00007911032,0.000196991,0.000293474,0.002063766,0.0004196442,0.00003142308,0.0003579151,0.0001169261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001678229,"about_ca_system_score_gemma":0.001083911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002277793,"about_ca_topic_score_gemma":0.002908861,"domain_scores_codex":[0.9971586,0.0004445889,0.000471787,0.0001810948,0.001109107,0.0006347614],"domain_scores_gemma":[0.9972335,0.001642369,0.0003017746,0.0002047704,0.0002455094,0.0003720773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006561895,0.000296214,0.003130015,0.000007202168,0.0003173177,0.0001524469,0.1146716,0.000008714671,0.003246614,0.1105272,0.2344975,0.532489],"study_design_scores_gemma":[0.001976061,0.000573196,0.004393836,0.0001244158,0.00006368759,0.0001501709,0.03650566,0.000009102317,0.002234848,0.004943346,0.9486837,0.0003419746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8218054,0.004972581,0.0003721004,0.02455521,0.007444443,0.0007713733,0.00006182738,0.00008672268,0.1399303],"genre_scores_gemma":[0.9891425,0.0006898568,0.00001329912,0.0003198799,0.003649902,0.000008558673,4.512659e-7,0.00001943148,0.006156157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7141861,"threshold_uncertainty_score":0.9997756,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2581535031","doi":"","title":"Black College-Radio on Predominantly White Campuses: A 'Hip-Hop Era' Student-Authored Inclusion Initiative","year":2016,"lang":"en","type":"article","venue":"The Journal of Pan-African Studies","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Historically black colleges and universities; Matriculation; Graduation (instrument); White (mutation); Higher education; Gender studies; Population; Sociology; Diversity (politics); Political science; Law; Engineering","authors":[{"name":"Anthony Kwame Harrison","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05023131188310929,"gpt":0.3458033126580823,"spread":0.295572000774973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002783299,0.0002717873,0.0006841024,0.0002183284,0.001373332,0.00005799714,0.000812142,0.00008157837,0.0000302939],"category_scores_gemma":[0.002536848,0.0001329315,0.0002001086,0.000520664,0.001841044,0.0004755288,0.0004384012,0.0002820588,0.00004178417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005325889,"about_ca_system_score_gemma":0.0003949583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005045341,"about_ca_topic_score_gemma":0.0006890738,"domain_scores_codex":[0.9962237,0.0009985876,0.0006975418,0.0002018324,0.001348417,0.000529878],"domain_scores_gemma":[0.9951385,0.00293056,0.0008579432,0.0002471998,0.000598905,0.0002269106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001313467,0.0004874256,0.006055874,0.0000226452,0.001015277,0.0001604133,0.9206187,0.00001383752,0.0004077941,0.004183399,0.04147592,0.02424521],"study_design_scores_gemma":[0.003906837,0.002869721,0.03366635,0.001455027,0.0004723075,0.00004502606,0.9084478,0.000004309743,0.0003510385,0.01852773,0.02964974,0.0006041347],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955828,0.003191717,0.00005389235,0.01217792,0.001234426,0.0005246558,0.00006250585,0.00003715304,0.0268897],"genre_scores_gemma":[0.9901041,0.006323682,0.0000646555,0.0003068345,0.001096501,0.000009396668,1.947786e-7,0.00002226929,0.002072305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03427613,"threshold_uncertainty_score":0.9999267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969957606","doi":"10.1080/19376529.2013.825534","title":"Learning to Listen: Developing the Canadian Radio Audience in the 1930s","year":2013,"lang":"en","type":"article","venue":"Journal of Radio & Audio Media","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"York University","funders":"","keywords":"Active listening; Club; Radio program; Foundation (evidence); Advertising; Media studies; Psychology; Sociology; Political science; Communication; Business","authors":[{"name":"Anne F. MacLennan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02789289417142154,"gpt":0.2768799560317411,"spread":0.2489870618603195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003584404,0.0001777656,0.0003381481,0.0003252099,0.0008471727,0.0005569195,0.001301027,0.0001183909,0.0001211107],"category_scores_gemma":[0.0057428,0.0001057701,0.0001430212,0.000944879,0.0004120795,0.0007469415,0.00002936334,0.000805627,0.0001367741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008381297,"about_ca_system_score_gemma":0.002265658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05187177,"about_ca_topic_score_gemma":0.3593529,"domain_scores_codex":[0.9968401,0.0005351943,0.0005717921,0.0001790972,0.001086966,0.0007868303],"domain_scores_gemma":[0.9972667,0.001238529,0.0003272231,0.0002092599,0.0002958729,0.0006624144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002681499,0.00004549435,0.04878226,0.00001734768,0.00007306012,0.0004307286,0.66199,0.0003608287,0.00009346035,0.005270055,0.09640089,0.1865091],"study_design_scores_gemma":[0.0005434366,0.0002159314,0.234322,0.0002515933,0.00003453391,0.0003496025,0.09851736,0.00006147541,0.00003317485,0.001595582,0.6636561,0.0004192269],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.879051,0.001580546,0.00007077765,0.07630674,0.003229106,0.0005752933,0.000001917074,0.00002201686,0.03916257],"genre_scores_gemma":[0.9937868,0.0004340417,0.0006448571,0.002322811,0.002188094,0.00001930876,7.040443e-7,0.00001584736,0.0005875667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5672551,"threshold_uncertainty_score":0.9544419,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1947683072","doi":"","title":"National Audiovisual Preservation Initiatives and the Independent Media Arts in Canada","year":2009,"lang":"en","type":"article","venue":"Archivaria (Association of Canadian Archivists)","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; The arts; Ethnology; Art; Sociology; Law","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01919655355934571,"gpt":0.253162036649785,"spread":0.2339654830904393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014477,0.000113433,0.0002258691,0.0004578489,0.0002586644,0.00007735354,0.0002506504,0.00004442744,0.00002586636],"category_scores_gemma":[0.004155206,0.0001055959,0.00004315246,0.0004866185,0.0001892432,0.0004208597,0.00001824069,0.0002096218,0.000002936537],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001256216,"about_ca_system_score_gemma":0.008317715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.971963,"about_ca_topic_score_gemma":0.9991871,"domain_scores_codex":[0.9975357,0.000463394,0.0003755078,0.0001958615,0.000998363,0.0004311556],"domain_scores_gemma":[0.9970541,0.00216458,0.0002432201,0.00009793827,0.0001236545,0.0003164907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004885724,0.00002341655,0.04485596,0.000005026331,0.00003080079,0.000006318508,0.0336469,0.00004385573,0.000007066216,0.9088662,0.003094785,0.009370765],"study_design_scores_gemma":[0.0008389457,0.00001280078,0.8675336,0.00001934831,0.000006578749,5.141909e-7,0.0009431152,0.0002593641,0.000003866454,0.1189894,0.01128185,0.0001106058],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2911598,0.0000631475,0.00003105021,0.02982639,0.0003381244,0.0005003507,0.0001873484,0.00001534429,0.6778785],"genre_scores_gemma":[0.997654,0.00013461,0.0001217135,0.00157763,0.0002052947,0.00001417748,0.00004830152,0.000006395578,0.0002378575],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8226776,"threshold_uncertainty_score":0.9973042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1924700934","doi":"10.5204/mcj.1009","title":"Curating Everyday Life: Approaches to Documenting Everyday Soundscapes","year":2015,"lang":"en","type":"article","venue":"M/C Journal","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Soundscape; Everyday life; Aesthetics; Psychology; Communication; Art; Sound (geography); Epistemology; Acoustics; Philosophy","authors":[{"name":"Milena Droumeva","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4108283591071313,"gpt":0.3307597083485986,"spread":0.08006865075853264,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002360982,0.0001556514,0.0002227842,0.0001376459,0.0007858187,0.001247176,0.0004047412,0.00008925302,0.0001228887],"category_scores_gemma":[0.003309238,0.0001366628,0.0000888193,0.0004535655,0.0001163606,0.001335241,0.00007037205,0.0003161337,0.0002255993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002020879,"about_ca_system_score_gemma":0.0008238168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001314111,"about_ca_topic_score_gemma":0.0001894874,"domain_scores_codex":[0.9975959,0.0002382828,0.0003845707,0.0002147461,0.0009117871,0.0006546809],"domain_scores_gemma":[0.9981666,0.0001770866,0.000194599,0.0001281562,0.0001761316,0.001157485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001703896,0.0002986007,0.08638848,0.0000380289,0.0002427453,0.0001933587,0.4418145,0.001279538,0.0002251573,0.02387261,0.2269485,0.218528],"study_design_scores_gemma":[0.001569789,0.0003584107,0.00382826,0.0002266833,0.00007601386,0.0002427637,0.1800062,0.000511987,0.0001956417,0.0254044,0.7864743,0.001105515],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6879321,0.001387831,0.001730244,0.007523707,0.00350547,0.0002693739,0.000004128672,0.0001304373,0.2975167],"genre_scores_gemma":[0.988095,0.00002441332,0.001584987,0.0005930311,0.003902297,0.000007271979,0.000001477113,0.00001979736,0.005771741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5595258,"threshold_uncertainty_score":0.9997896,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Anabel Quan‐Haase","is_ca":true},{"name":"Kim Martin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01458497272092353,"gpt":0.2767959502843234,"spread":0.2622109775633998,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003693538,0.0000547271,0.00007944235,0.00003652472,0.0001928255,0.0001649103,0.0005721144,0.00003224724,0.00009340057],"category_scores_gemma":[0.000593196,0.00004177419,0.00003739972,0.00009666385,0.0006051032,0.001493172,0.0001005567,0.00008162532,0.00004344309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003524205,"about_ca_system_score_gemma":0.00003060803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004316685,"about_ca_topic_score_gemma":0.0001161386,"domain_scores_codex":[0.999149,0.0001342008,0.0002210682,0.00008411826,0.0003168901,0.00009477259],"domain_scores_gemma":[0.9988105,0.0005204998,0.0001698425,0.0002317036,0.0002225936,0.0000448623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009314578,0.0001422477,0.0641498,0.000007012507,0.0001038235,2.801301e-7,0.02590393,0.00005746178,0.00005682241,0.7011089,0.01721331,0.1911633],"study_design_scores_gemma":[0.003636995,0.00007669633,0.2154007,0.0002406904,0.0000373754,0.00000876164,0.009069443,0.01697883,0.00006583207,0.2144577,0.5394871,0.0005398485],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4110701,0.0008986578,0.001013477,0.04293386,0.0006180492,0.0006758171,0.00001568329,0.00006400409,0.5427104],"genre_scores_gemma":[0.9966474,0.0004211717,0.0001240486,0.0002705463,0.0001170653,0.00003845332,0.00002195213,0.000003998928,0.002355396],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5855773,"threshold_uncertainty_score":0.2229528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094089851","doi":"10.3138/md.52.4.449","title":"The Modernist “Microphone Play”: Listening in the Dark to the BBC","year":2009,"lang":"en","type":"article","venue":"Modern Drama","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Drama; Narrative; Active listening; Literature; Art; Consciousness; Studio; Aesthetics; History; Visual arts; Sociology; Psychology; Communication","authors":[{"name":"Angela Frattarola","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02094598649980688,"gpt":0.2840024049749341,"spread":0.2630564184751272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001105104,0.0001368739,0.000134251,0.00003301328,0.001326972,0.0008657347,0.001088753,0.00007356986,0.00000834234],"category_scores_gemma":[0.0004823125,0.00006904155,0.00008041575,0.0003003827,0.0002708157,0.0001742657,0.0000464304,0.0002596015,0.0001105047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009185753,"about_ca_system_score_gemma":0.0001160021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035418,"about_ca_topic_score_gemma":0.005791832,"domain_scores_codex":[0.9981964,0.0002339818,0.0002168149,0.0002418129,0.0005731907,0.0005377535],"domain_scores_gemma":[0.9988843,0.0004451659,0.00007312519,0.0004489974,0.00004158997,0.0001068136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001071407,0.0001570557,0.0007250209,0.000003578632,0.00001702844,0.00005621436,0.4669463,0.001156257,0.0006619481,0.0185562,0.02989836,0.4817149],"study_design_scores_gemma":[0.0009532426,0.0002953375,0.02905534,0.00009538486,0.00003262259,0.00002883195,0.04799815,0.008188995,0.0002081652,0.1187801,0.7935719,0.0007919666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6219674,0.001233568,0.00163492,0.07798225,0.0007748037,0.0008473631,0.00001259044,0.00009399844,0.2954531],"genre_scores_gemma":[0.9920688,0.00005407074,0.00008044225,0.003719878,0.0005676626,0.00002615879,0.000001929743,0.00001062109,0.00347041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7636735,"threshold_uncertainty_score":0.9999732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2996162507","doi":"10.1386/joacm_00064_1","title":"Community radio contradictions in Canada: Learning from volunteers impacted by commercialising policies and practices","year":2019,"lang":"en","type":"article","venue":"Journal of Alternative & Community Media","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Home and Community Care Support Services","funders":"","keywords":"Community radio; Corporate governance; Empowerment; Localism; Community engagement; Radio broadcasting; Radio equipment; Public relations; Political science; Business; Sociology; Engineering; Telecommunications; Law","authors":[{"name":"Gretchen King","is_ca":false},{"name":"Omme-Salma Rahemtullah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06411020401630746,"gpt":0.3353473334229392,"spread":0.2712371294066317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002596226,0.0001741362,0.0005153066,0.0002068275,0.0008581546,0.0002076173,0.0007280641,0.00008017245,0.00006502806],"category_scores_gemma":[0.007014911,0.0001671552,0.0000663165,0.0002860912,0.0004573677,0.00127197,0.0001018352,0.003075642,0.000002260101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001221324,"about_ca_system_score_gemma":0.001390755,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.992654,"about_ca_topic_score_gemma":0.9828925,"domain_scores_codex":[0.9935024,0.004876323,0.0005354037,0.00007368415,0.0006519353,0.000360233],"domain_scores_gemma":[0.9901736,0.007840525,0.001105918,0.0002249166,0.0002917288,0.0003632453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001556066,0.0002501704,0.6720808,0.00001246548,0.0001972504,0.00001945255,0.3171845,0.0001190082,0.0006464203,0.0002154752,0.003688302,0.005430605],"study_design_scores_gemma":[0.00181794,0.0002536585,0.5407372,0.0002954442,0.00005810447,0.00002167134,0.4395118,0.0003218433,0.0001337185,0.0007569672,0.01582436,0.0002673391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899229,0.0009810359,0.00001573951,0.002373934,0.001040587,0.0001434719,0.00006437856,0.00001277145,0.005445195],"genre_scores_gemma":[0.9982632,0.001002329,0.00004808769,0.000300009,0.0002988454,0.000001143596,0.00002280425,0.00001507475,0.00004852658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1313436,"threshold_uncertainty_score":0.9992243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W312717381","doi":"10.3138/jcs.35.3.231","title":"Tuning in the Future:Digital Technology and Commercial Radio Broadcasting in Canada","year":2000,"lang":"en","type":"article","venue":"Journal of Canadian Studies","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Commercial broadcasting; Broadcasting (networking); Telecommunications; Globalization; Politics; Radio broadcasting; Digital radio; Sociology; State (computer science); Media studies; Political science; Public broadcasting; Computer science; Law; Computer security","authors":[{"name":"Deborah Parnis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02506024890939114,"gpt":0.2630290399929742,"spread":0.2379687910835831,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004492119,0.00007900016,0.0002338157,0.0006319149,0.0002265778,0.00007655998,0.0002115026,0.00004373909,0.00001362502],"category_scores_gemma":[0.0003591049,0.00006018544,0.00002229919,0.0009289815,0.0002364568,0.0002803839,0.000008223181,0.0002710928,7.217816e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006556942,"about_ca_system_score_gemma":0.00224331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.936573,"about_ca_topic_score_gemma":0.9998356,"domain_scores_codex":[0.9989915,0.00006266827,0.000281485,0.00007128841,0.0002440275,0.0003490696],"domain_scores_gemma":[0.9994457,0.0002109518,0.00007965561,0.00005025209,0.00005773388,0.0001557555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001357625,0.000008852553,0.2522391,0.000006039273,0.00003355878,0.0009671311,0.03402,0.00001585302,4.505801e-7,0.001361973,0.00947556,0.7018579],"study_design_scores_gemma":[0.0004563848,0.00005770833,0.1287992,0.0001065266,0.000009873468,0.0001868766,0.2858617,0.000005973192,5.990638e-7,0.001021879,0.5833451,0.0001482645],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9449166,0.009867561,1.015174e-7,0.01915703,0.0003581014,0.00006391911,0.000005538135,0.000002067029,0.02562908],"genre_scores_gemma":[0.9972227,0.001668326,0.00002038689,0.0004882195,0.0005217589,0.00000130832,1.554442e-7,0.000003974592,0.00007316106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7017097,"threshold_uncertainty_score":0.3979536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2315362387","doi":"10.1386/iscc.6.1.29_1","title":"Campus frequencies: ‘Alternativeness’ and Canadian campus radio","year":2015,"lang":"en","type":"article","venue":"Interactions Studies in Communication & Culture","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University","funders":"","keywords":"Broadcasting (networking); Relation (database); Relevance (law); Order (exchange); Radio broadcasting; Telecommunications; Community radio; Commercial broadcasting; Radio program; University campus; Sociology; Media studies; Computer science; Public broadcasting; Political science; Library science; Business; Computer security","authors":[{"name":"Brian Fauteux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1334685417857259,"gpt":0.4132542826324011,"spread":0.2797857408466752,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004287524,0.0001219231,0.0001870317,0.0001498767,0.0006463081,0.0001242609,0.0003910371,0.0000737295,0.00002325418],"category_scores_gemma":[0.001809024,0.0001108603,0.0000336898,0.0003186857,0.0007416192,0.000679017,0.00008678285,0.00031116,0.00002922406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001123268,"about_ca_system_score_gemma":0.0003229794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1495765,"about_ca_topic_score_gemma":0.813315,"domain_scores_codex":[0.9988565,0.0002980767,0.0002264654,0.0001741076,0.0001951052,0.0002497632],"domain_scores_gemma":[0.9985708,0.00032071,0.0001060794,0.0003499861,0.0004044277,0.0002479708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002664143,0.0001155837,0.0239452,0.00002008489,0.0001868811,0.00002245325,0.8435538,0.00007087491,0.00002216749,0.03451066,0.07593606,0.0215896],"study_design_scores_gemma":[0.0002408127,0.00002044852,0.001264102,0.0001070953,0.0000111399,0.00001818608,0.276897,0.0000191323,0.000008189581,0.005279876,0.7159861,0.0001478757],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.248884,0.04372132,0.00004030012,0.01670482,0.003879598,0.0007600518,0.00006449877,0.000169239,0.6857762],"genre_scores_gemma":[0.9889138,0.006211226,0.0006118462,0.0003270545,0.0001653306,0.00008098612,0.00001623884,0.000008123638,0.003665344],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7400299,"threshold_uncertainty_score":0.8560866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2807187938","doi":"10.1386/rjao.16.1.9_1","title":"Lean back: Songza, ubiquitous listening and Internet music radio for the masses","year":2018,"lang":"en","type":"article","venue":"Radio Journal International Studies in Broadcast & Audio Media","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"","keywords":"Context (archaeology); Active listening; Mainstream; Democracy; Advertising; The Internet; Sociology; Ethos; Media studies; Public relations; Political science; Business; History; World Wide Web; Computer science; Politics; Law","authors":[{"name":"Christina Baade","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1111405848075911,"gpt":0.3778095508203912,"spread":0.2666689660128002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001933253,0.0002995491,0.0004671669,0.0002740278,0.0008003439,0.0004797545,0.0008978119,0.0001234604,0.0003020883],"category_scores_gemma":[0.004139873,0.0002233989,0.0001916618,0.0002801197,0.002231262,0.0007240857,0.0001939129,0.0004749159,0.00004666525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006446882,"about_ca_system_score_gemma":0.0001920663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002364227,"about_ca_topic_score_gemma":0.003372609,"domain_scores_codex":[0.9972088,0.0001492089,0.0006919006,0.0003994962,0.0008679566,0.0006826039],"domain_scores_gemma":[0.9960659,0.002513048,0.0003822846,0.0001714543,0.0005960072,0.0002713704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004877882,0.0001793161,0.02126685,0.00004954817,0.001306956,0.0002115587,0.2287517,0.00003114286,0.0000942048,0.0100391,0.2807115,0.4568703],"study_design_scores_gemma":[0.001990043,0.000313159,0.007704242,0.0004755238,0.00009812279,0.0006496665,0.04792117,0.000587276,0.0001195947,0.004112269,0.935527,0.0005018773],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.761784,0.08501521,0.003364495,0.0193,0.0633072,0.001649782,0.0001002656,0.0001711511,0.06530792],"genre_scores_gemma":[0.9554868,0.02103115,0.00160006,0.000662738,0.01648806,0.00005360148,0.000006202553,0.0000436289,0.004627759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6548156,"threshold_uncertainty_score":0.9109943,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2594260982","doi":"10.5149/northcarolina/9781469633138.001.0001","title":"Reality Radio, Second Edition","year":2017,"lang":"en","type":"book","venue":"University of North Carolina Press eBooks","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Radio program; Media studies; Performance art; History; Art; Visual arts; Sociology; Art history; Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04553478754825704,"gpt":0.2511365704794409,"spread":0.2056017829311839,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002810713,0.0002471574,0.0005285828,0.0001170504,0.0007817513,0.00005527082,0.0009771142,0.0004465476,0.0001467773],"category_scores_gemma":[0.00008127809,0.0003215039,0.0003010824,0.000009032545,0.001675422,0.0002887163,0.000152245,0.0003777181,0.00001788361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003115897,"about_ca_system_score_gemma":0.00117472,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009761827,"about_ca_topic_score_gemma":0.06355944,"domain_scores_codex":[0.9982727,0.0001285379,0.0001987251,0.0004179835,0.0006189255,0.0003630826],"domain_scores_gemma":[0.9980349,0.0001373003,0.0005945772,0.0006408058,0.0002773654,0.0003150688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002222064,0.00007314089,0.001647139,0.0005334778,0.0003213799,0.0004224171,0.02228874,0.000008428815,8.722234e-7,0.02192013,0.8970162,0.05554591],"study_design_scores_gemma":[0.0003747883,0.00004915623,0.005226381,0.0001086584,0.0001290732,0.000002412469,0.00009361801,0.000003413154,0.000005008763,0.001381215,0.9923219,0.0003043895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001431149,0.0001679272,0.00002738789,0.0000310384,0.0009616871,0.0004113965,0.0008388446,0.00008734324,0.9960432],"genre_scores_gemma":[0.02537926,0.0002209994,0.00003870819,0.00001946744,0.001298362,4.400411e-7,0.0001860772,0.00002040983,0.9728363],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09530573,"threshold_uncertainty_score":0.9999237,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2261315952","doi":"10.26522/ssj.v9i1.1155","title":"Media Activism and the Academy, Three Cases: Media Democracy Day, Open Media, and NewsWatch Canada","year":2015,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Simon Fraser University; York University","funders":"","keywords":"Scholarship; Democracy; Sociology; Field (mathematics); Media studies; Politics; Alternative media; Political science; New media; Work (physics); Public relations; Law; Engineering","authors":[{"name":"David Skinner","is_ca":true},{"name":"Robert A. Hackett","is_ca":true},{"name":"Stuart R. Poyntz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1628226236113584,"gpt":0.3987938239737462,"spread":0.2359712003623878,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002588735,0.0002401165,0.0006177708,0.00004473908,0.001326946,0.000205323,0.0006576059,0.0001707851,0.000009591816],"category_scores_gemma":[0.01878851,0.0001789514,0.00003414557,0.0004123796,0.003565451,0.0006190073,0.00074524,0.0004189584,0.0000048678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003782604,"about_ca_system_score_gemma":0.001139407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3800671,"about_ca_topic_score_gemma":0.954661,"domain_scores_codex":[0.9973739,0.0004064051,0.0003538039,0.0003899968,0.0008672966,0.0006086192],"domain_scores_gemma":[0.9905516,0.008633245,0.0001675214,0.0001239264,0.0001632824,0.0003604338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002208698,0.00003773664,0.005505009,0.00006173288,0.0001500525,0.000168342,0.7118731,7.776859e-7,3.969683e-7,0.05341931,0.1801605,0.04840219],"study_design_scores_gemma":[0.003438796,0.00002621044,0.01485643,0.00007193961,0.0003940242,0.00001329169,0.7951288,0.00001667796,0.000002021544,0.09314973,0.09242187,0.0004802191],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5927967,0.03178952,0.00001346796,0.1241463,0.01619686,0.002509136,0.0001963709,0.0001273774,0.2322243],"genre_scores_gemma":[0.9896086,0.004285309,0.00008010742,0.001532933,0.004158074,0.0000646996,0.000004061396,0.00002052886,0.0002457075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5745939,"threshold_uncertainty_score":0.9999732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4233644504","doi":"10.4185/rlcs-2017-1171en","title":"Interactive documentary contributions to the renewal of journalistic narratives: realities and challenges","year":2017,"lang":"en","type":"report","venue":"","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Narrative; Media studies; Documentary film; Sociology; Visual arts; Art; Literature","authors":[{"name":"Jorge Vázquez-Herrero","is_ca":false},{"name":"María-Cruz Negreira-Rey","is_ca":false},{"name":"X Pereira-Fariña","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09472307424076853,"gpt":0.4126763042326194,"spread":0.3179532299918508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001355686,0.0001680657,0.0004249635,0.00009293984,0.0006747957,0.0002517736,0.0003731837,0.0001479828,0.0001448832],"category_scores_gemma":[0.00385976,0.0001084119,0.0001054067,0.00004015151,0.0008035494,0.000331797,0.00009426203,0.0002241388,0.000005325148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002992938,"about_ca_system_score_gemma":0.001695249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02327333,"about_ca_topic_score_gemma":0.0457547,"domain_scores_codex":[0.9982254,0.0002381501,0.0003329564,0.0002282289,0.0007187594,0.0002565123],"domain_scores_gemma":[0.9977036,0.0006536489,0.0004275313,0.0002894472,0.0007204299,0.0002053213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000115736,0.0001318635,0.0003083451,0.0002531832,0.000819526,0.00005889292,0.4682537,9.658244e-7,0.000004578465,0.09172612,0.379971,0.05835602],"study_design_scores_gemma":[0.00009705104,0.0001008169,0.0007668049,0.0003678784,0.00004799404,0.00002072526,0.1427417,1.675134e-7,0.000007496655,0.01418212,0.8415194,0.000147835],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001388235,0.0117475,0.00001894624,0.03241886,0.001935112,0.0004350042,0.0005639396,0.00002178602,0.9514706],"genre_scores_gemma":[0.8037297,0.120274,0.00005563242,0.0001206278,0.003428168,0.00006465951,0.00005204888,0.000019784,0.07225538],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8792152,"threshold_uncertainty_score":0.9832308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2140862302","doi":"10.31274/etd-180810-569","title":"School communications 2.0: A social media strategy for K-12 principals and superintendents","year":2012,"lang":"en","type":"dissertation","venue":"","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Social media; Microblogging; Public relations; Qualitative research; Sociology; Pedagogy; Political science; Psychology; Social science","authors":[{"name":"Daniel Dean Cox","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1380503585426253,"gpt":0.4011114325831358,"spread":0.2630610740405104,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004491183,0.0002022717,0.0003151701,0.0001033482,0.0007198647,0.0002800865,0.000557155,0.0004151115,0.000454818],"category_scores_gemma":[0.0009682372,0.0001980584,0.0001213197,0.00009284006,0.0003035937,0.0004529915,0.0000408922,0.0002247858,0.00005689098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009802137,"about_ca_system_score_gemma":0.0004814115,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009893472,"about_ca_topic_score_gemma":0.07531633,"domain_scores_codex":[0.9985127,0.0000969141,0.0003217575,0.0002378517,0.0003787946,0.0004519297],"domain_scores_gemma":[0.9985473,0.0004660473,0.0001435389,0.0002681635,0.0002043291,0.0003705851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001908448,0.0004940205,0.007174655,0.0003645306,0.0002751099,0.000001841289,0.1937888,1.149552e-7,0.0001671105,0.5366029,0.01587512,0.245065],"study_design_scores_gemma":[0.001568105,0.0001046259,0.2097476,0.0001641912,0.0003473444,0.000002571239,0.3181687,0.00002784787,0.00008385826,0.02028156,0.4480649,0.001438648],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1932742,0.001848841,0.00001561314,0.0004901944,0.001811974,0.001221446,0.0001938949,0.0001571788,0.8009866],"genre_scores_gemma":[0.9655483,0.0006442274,0.0002733326,0.00006044457,0.001232551,0.0002783258,0.001128864,0.00003587202,0.03079812],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7722741,"threshold_uncertainty_score":0.9415568,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3135498775","doi":"10.22230/cjc.2021v46n1a3897","title":"Journalism and Disability in Canada: Blind and Visually Impaired Journalists Weigh In","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Humber Polytechnic; University of Toronto; Brock University","funders":"","keywords":"Journalism; Representation (politics); Identity (music); Politics; Visually impaired; Disability studies; Sociology; Gender studies; Media studies; Political science; Psychology; Aesthetics; Law; Medicine; Art","authors":[{"name":"Chelsea Temple Jones","is_ca":true},{"name":"Sheyfali Saujani","is_ca":true},{"name":"Anne Zbitnew","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02825774099348548,"gpt":0.2890434814383521,"spread":0.2607857404448666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001342678,0.00007461926,0.0002156865,0.0001335442,0.0001467326,0.0001463287,0.0002643303,0.00006067225,0.00007736821],"category_scores_gemma":[0.001045096,0.00007767,0.00002686785,0.0002302759,0.0003247741,0.0005021345,0.00001999994,0.0003766158,1.987404e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002073414,"about_ca_system_score_gemma":0.01286935,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9459341,"about_ca_topic_score_gemma":0.9997733,"domain_scores_codex":[0.9984294,0.0005445118,0.0004755127,0.00007864341,0.0002222786,0.0002496946],"domain_scores_gemma":[0.998423,0.0002983544,0.0002135543,0.0001742085,0.0001939467,0.0006969331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002201502,0.000027917,0.9562441,0.00000943911,0.00001313768,0.0002238288,0.01443275,0.00001373119,0.00001396466,0.003405463,0.0006726983,0.02492096],"study_design_scores_gemma":[0.0008297899,0.00002057156,0.9662137,0.0002001237,0.000008659576,0.0001961221,0.01129972,0.00006395818,0.000007454094,0.003671276,0.01737132,0.0001173067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723307,0.01251935,0.000001762896,0.01241782,0.0001799281,0.00006032255,0.000004407781,9.503388e-7,0.002484748],"genre_scores_gemma":[0.9968179,0.002726733,0.0001102442,0.0002345793,0.00006923331,8.523717e-7,0.000001973136,0.000005466944,0.0000330595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05383915,"threshold_uncertainty_score":0.9927267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099422737","doi":"10.5539/ies.v6n2p1","title":"Audiovisual Resources in Formal and Informal Learning: Spanish and Mexican Students’ Attitudes","year":2012,"lang":"en","type":"article","venue":"International Education Studies","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Entertainment; The Internet; Multimedia; Test (biology); Narrative; Computer science; Quality (philosophy); Empirical research; Psychology; Mathematics education; World Wide Web","authors":[{"name":"Javier Fombona Cadavieco","is_ca":false},{"name":"María Ángeles Pascual Sevillano","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05453043719273324,"gpt":0.4260706878119391,"spread":0.3715402506192058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005664898,0.00008084602,0.0001140104,0.0001302626,0.0002659185,0.0001537378,0.0001190298,0.0000345502,0.00002385745],"category_scores_gemma":[0.001080728,0.00007601689,0.00001732033,0.00008577196,0.0003127992,0.001204527,0.0001181239,0.00009342824,0.000009354369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007861496,"about_ca_system_score_gemma":0.00007346024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004525157,"about_ca_topic_score_gemma":0.000608355,"domain_scores_codex":[0.9990651,0.0000480617,0.0001782045,0.0001068619,0.0003793759,0.000222386],"domain_scores_gemma":[0.9994026,0.0001825744,0.00007637918,0.00003435053,0.0001972365,0.0001068277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001195241,0.00009906889,0.8842087,0.000008152711,0.00004188814,2.067755e-7,0.07111254,8.395111e-7,0.000002709928,0.005640889,0.0004491707,0.03842392],"study_design_scores_gemma":[0.0001537847,0.00002616696,0.789407,0.00002715155,0.000005429189,0.00000291747,0.05485091,0.000001573061,0.000004065256,0.0001155042,0.1553281,0.00007735541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751824,0.002769998,0.000002729565,0.0007959554,0.001386498,0.00008792528,0.000001620892,0.00002317325,0.01974966],"genre_scores_gemma":[0.9944485,0.001309546,0.00008975161,0.0001976955,0.0006766919,0.00003193288,0.000004017362,0.000004400772,0.0032374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.154879,"threshold_uncertainty_score":0.3099879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381624359","doi":"10.55521/10-018-110","title":"Ethical Storytelling and Digital Narratives: Lessons Learned in Student-led Podcasts and Community Radio Partnerships","year":2021,"lang":"en","type":"article","venue":"Journal of Social Work Values and Ethics","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Narrative; Digital storytelling; Storytelling; Community radio; Sociology; Discussion board; Pedagogy; Multimedia; Media studies; Computer science; Art","authors":[{"name":"Ilyan Ferrer","is_ca":true},{"name":"Jessica Shaw","is_ca":true},{"name":"Liza Lorenzetti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2119232187130415,"gpt":0.4291336349526246,"spread":0.2172104162395831,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005391109,0.0001423784,0.0004214087,0.00007728805,0.001815554,0.0006397178,0.0001452217,0.000572595,0.00001202457],"category_scores_gemma":[0.003198743,0.0001345875,0.00008384111,0.0003355183,0.001381311,0.0004547131,0.00009202753,0.004261346,7.159786e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008351299,"about_ca_system_score_gemma":0.0004434253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002520566,"about_ca_topic_score_gemma":0.0004613232,"domain_scores_codex":[0.9963745,0.002148193,0.0003991084,0.0001484208,0.0006324358,0.0002973784],"domain_scores_gemma":[0.9963995,0.002766615,0.0002272223,0.0000674646,0.0002604954,0.0002787043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001176352,0.0001950756,0.02297596,0.00005342196,0.00007665424,0.0001030331,0.9411019,0.000004542241,0.00001625573,0.0189078,0.0002621738,0.01618554],"study_design_scores_gemma":[0.001355911,0.0002295349,0.05407914,0.0003962254,0.00004889261,0.00004539536,0.8636995,0.000007306951,0.000007036114,0.06116387,0.01864665,0.0003205149],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.944603,0.002637285,0.00002671776,0.04949491,0.000298631,0.00006370704,0.000004159626,0.00001033857,0.002861295],"genre_scores_gemma":[0.9956859,0.002809063,0.0001750767,0.000394127,0.0005427715,8.715306e-7,0.000001718781,0.00001178253,0.0003786484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07740238,"threshold_uncertainty_score":0.9994839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1525459289","doi":"10.21083/partnership.v6i1.1246","title":"Mobile Access to Audio and Video Collections in Libraries and Other Cultural Institutions","year":2011,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Concordia University; University of Toronto; McGill University","funders":"","keywords":"Multimedia; Mobile device; Computer science; World Wide Web; Mobile media; Mobile technology","authors":[{"name":"Carolyn Doi","is_ca":true},{"name":"James David Mason","is_ca":true},{"name":"J Wierciński","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2204560185767777,"gpt":0.4110162077366152,"spread":0.1905601891598376,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00107216,0.00005173519,0.00008062998,0.0004295895,0.001282681,0.002152546,0.0001456587,0.00005798017,0.00006549719],"category_scores_gemma":[0.001138453,0.00003538775,0.00001070526,0.0006417184,0.0008114939,0.0327571,0.00004268784,0.0002884375,0.000002639159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001708883,"about_ca_system_score_gemma":0.001286361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004223323,"about_ca_topic_score_gemma":0.007092311,"domain_scores_codex":[0.9990701,0.0002841412,0.0002002623,0.00005252121,0.0001782286,0.0002147637],"domain_scores_gemma":[0.9987938,0.0004464483,0.00007730327,0.00004878003,0.00008365558,0.000550036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003004241,0.00002656446,0.03972661,0.00004671922,0.00004141169,0.0000234438,0.3992721,0.000008474603,0.000001333975,0.4919639,0.05313198,0.01545706],"study_design_scores_gemma":[0.0001812093,0.0001386767,0.007945326,0.00003859136,0.000006097694,0.00006542379,0.05897352,0.000009282339,0.00001768348,0.002375148,0.9301922,0.00005680231],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2794704,0.002252455,0.000007349777,0.03008304,0.0001477045,0.0004449595,0.00001411329,0.000008291229,0.6875716],"genre_scores_gemma":[0.9945239,0.001808405,0.000128017,0.002391058,0.0001204341,0.00001414061,0.00000101307,0.000002810198,0.001010164],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8770603,"threshold_uncertainty_score":0.9988833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401747768","doi":"10.3389/feduc.2024.1447015","title":"Re-embracing orality in digital education: the pedagogical affordances of podcasting in the era of generative AI","year":2024,"lang":"en","type":"article","venue":"Frontiers in Education","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity Western University; Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Affordance; Orality; Generative grammar; Digital era; Computer science; Multimedia; World Wide Web; Human–computer interaction; Sociology; Pedagogy; Artificial intelligence; Literacy; The Internet","authors":[{"name":"Yu-Ling Lee","is_ca":true},{"name":"Nina Pak Lui","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04498611771685825,"gpt":0.3764531417692679,"spread":0.3314670240524096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009522586,0.00007873545,0.0001474455,0.0001277232,0.00007235711,0.0001525303,0.0002525021,0.00005664818,0.00001289101],"category_scores_gemma":[0.0007778674,0.00005334098,0.00004264485,0.0008443724,0.0003033696,0.0007150855,0.000015089,0.0002349592,0.000001181611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001800358,"about_ca_system_score_gemma":0.001569606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001359056,"about_ca_topic_score_gemma":0.002103014,"domain_scores_codex":[0.9988503,0.0001892709,0.0003398543,0.0001769317,0.0002769061,0.0001667331],"domain_scores_gemma":[0.9994096,0.0002733701,0.0000913179,0.0001340564,0.00006353643,0.00002814626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001876059,0.0004377348,0.1905763,0.00007974291,0.000007231824,0.000001019171,0.360054,0.00009428064,0.000008341406,0.03077167,0.01024301,0.4077079],"study_design_scores_gemma":[0.0001127495,0.00004621233,0.06484303,0.0005216976,0.000009361408,0.000001580161,0.84456,0.0005536164,0.00008328044,0.07530703,0.01380441,0.0001570626],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9375265,0.004473158,0.0002575212,0.009025055,0.003483806,0.0003813854,0.00000683527,0.000009895468,0.04483587],"genre_scores_gemma":[0.9981852,0.00009939521,0.0006771057,0.0002020668,0.000457521,0.00005311567,0.00001183555,0.000004689322,0.0003090991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.484506,"threshold_uncertainty_score":0.2784413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2326982206","doi":"10.1386/rjao.11.2.137_1","title":"Beyond campus borders: Canadian campus radio and community representation on the FM dial","year":2013,"lang":"en","type":"article","venue":"Radio Journal International Studies in Broadcast & Audio Media","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Broadcasting (networking); Radio program; Radio broadcasting; Commission; Telecommunications; Government (linguistics); Political science; Business; Advertising; Engineering; Computer science; Computer security; Law","authors":[{"name":"Brian Fauteux","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0603456109456849,"gpt":0.3563832596437694,"spread":0.2960376486980845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002065878,0.0002749141,0.0003888803,0.0004108428,0.001899433,0.0005524911,0.0008149813,0.0001393407,0.0003808126],"category_scores_gemma":[0.008138284,0.0002112278,0.0001233121,0.0003826849,0.001430482,0.0009031673,0.0001056254,0.001337704,0.00007356326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001423118,"about_ca_system_score_gemma":0.0003756743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08578178,"about_ca_topic_score_gemma":0.2029808,"domain_scores_codex":[0.9964209,0.001052739,0.0005872496,0.0002749561,0.001007632,0.0006565267],"domain_scores_gemma":[0.9952629,0.003146204,0.0003191239,0.000254396,0.0004682278,0.0005491988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001452211,0.0003519361,0.08621157,0.00002113816,0.0009463142,0.0004669958,0.3333747,0.0001802959,0.00005070792,0.0177055,0.2412068,0.3193388],"study_design_scores_gemma":[0.004206732,0.0004885865,0.2729169,0.0006084919,0.0001222529,0.001166917,0.3857378,0.000430635,0.00007700927,0.07742067,0.2554027,0.001421393],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9009311,0.005405317,0.00001948063,0.02315577,0.008698052,0.0005750121,0.0000386391,0.00003723649,0.06113936],"genre_scores_gemma":[0.9873412,0.007922001,0.0001353279,0.001108978,0.002737154,0.00005287757,0.00001467397,0.00002401633,0.000663809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3179174,"threshold_uncertainty_score":0.9994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2972270964","doi":"","title":"Music in Range: The Culture of Canadian Campus Radio","year":2015,"lang":"en","type":"book","venue":"Project Muse (Johns Hopkins University)","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Range (aeronautics); Telecommunications; Art; Engineering; Aerospace engineering","authors":[{"name":"Brian Fauteux","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03278830752189788,"gpt":0.2343618647180043,"spread":0.2015735571961065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0005301836,0.0003269041,0.0005071625,0.01524873,0.0002765414,0.00008062011,0.001147909,0.0006231164,0.0000783351],"category_scores_gemma":[0.0002956654,0.0002872769,0.0002135262,0.007728374,0.0007427827,0.0003960323,0.00009308651,0.0006252958,0.00003908214],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002227339,"about_ca_system_score_gemma":0.0151237,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9323339,"about_ca_topic_score_gemma":0.9896877,"domain_scores_codex":[0.997786,0.0002921607,0.0002342455,0.0004292023,0.0006186581,0.0006396667],"domain_scores_gemma":[0.9984847,0.0001507908,0.0002469158,0.0004512998,0.000278732,0.0003875523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001302079,0.0001232396,0.0006327769,0.000146752,0.0002087993,0.001354426,0.5683911,0.0000108793,2.038755e-7,0.03204791,0.3539747,0.04297901],"study_design_scores_gemma":[0.0005870324,0.00005998018,0.00003240119,0.0001294168,0.00008173037,0.000004707209,0.009353555,0.000002705846,7.858233e-7,0.00003293273,0.9893874,0.0003273687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004998267,0.00005463677,0.000001369376,0.000213679,0.0007527565,0.001005621,0.0002155965,0.00005772461,0.9971988],"genre_scores_gemma":[0.08917399,0.4091257,0.0002058725,0.0008349095,0.003871314,0.00001716511,0.0004530701,0.0002304213,0.4960876],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6354126,"threshold_uncertainty_score":0.9999579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2205160972","doi":"","title":"The Mash-up of Web 2.0 Technologies: The future of podcasting and social networking","year":2008,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"","keywords":"World Wide Web; Internet privacy; Web 2.0; Social media; The Internet; Mashup; Computer science; Business; Multimedia; Advertising","authors":[{"name":"Brad Reamsbottom","is_ca":true},{"name":"Calvin Toth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02957904200050899,"gpt":0.3050444747411462,"spread":0.2754654327406372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005553894,0.00009472942,0.0001232418,0.00009244923,0.0009075155,0.0000641825,0.0005954759,0.0002457485,0.0000116688],"category_scores_gemma":[0.0003276003,0.00006934707,0.0001191383,0.0003108546,0.001702637,0.0005422893,0.00007885112,0.000236336,0.000001821918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008517085,"about_ca_system_score_gemma":0.0006821387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003499781,"about_ca_topic_score_gemma":0.00003792316,"domain_scores_codex":[0.9989965,0.00002301444,0.0004044639,0.00009662473,0.0002947895,0.0001846094],"domain_scores_gemma":[0.998422,0.0001856477,0.0005170641,0.0001349667,0.0007241038,0.00001619418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001305049,0.00003150053,0.007079044,0.00002117299,0.00005921971,1.243128e-8,0.03993694,8.019201e-7,0.00003628477,0.5100051,0.01094994,0.431867],"study_design_scores_gemma":[0.0002902967,0.00003132003,0.001248699,0.00003161079,0.00001718188,0.000006394733,0.4029051,0.0006797292,0.0001452896,0.01870955,0.5758185,0.0001162291],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7408644,0.003601916,0.004553581,0.1830587,0.008582965,0.001995262,0.0001036481,0.0007255363,0.05651394],"genre_scores_gemma":[0.9968836,0.001280727,0.0007226709,0.0001284908,0.0003295479,0.0001155248,0.00002436266,0.000004510267,0.0005105135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5648686,"threshold_uncertainty_score":0.6979967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3132034114","doi":"10.17613/2pfby-d7f70","title":"Living Language, Resurgent Radio: A Survey of Indigenous Language Broadcasting Initiatives","year":2021,"lang":"en","type":"article","venue":"Humanities Commons CORE (Modern Language Association / Columbia University)","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Indigenous language; Indigenous; Computer science; Broadcasting (networking); Radio broadcasting; Conversation; Software-defined radio; Multimedia; Sociology; Linguistics; Telecommunications; Communication; Computer security","authors":[{"name":"David Danos","is_ca":true},{"name":"Mark Turin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04589353507933511,"gpt":0.2678345519146225,"spread":0.2219410168352874,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001165002,0.0002029569,0.0004991379,0.0002864956,0.001019033,0.00035806,0.0004727395,0.000227515,0.0007151684],"category_scores_gemma":[0.003362998,0.000317283,0.0001858703,0.0009031161,0.0002524241,0.0007194283,0.0002169349,0.000336584,0.00001453402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022642,"about_ca_system_score_gemma":0.0007685318,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07027492,"about_ca_topic_score_gemma":0.5698049,"domain_scores_codex":[0.9965581,0.001279163,0.0003818358,0.0003775134,0.0007791638,0.000624283],"domain_scores_gemma":[0.995714,0.002536592,0.0005983507,0.0003668655,0.0006140096,0.0001702016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003003193,0.0003293567,0.3366498,0.00006571341,0.0002320851,0.0008208152,0.6500936,0.00001303972,0.0004620051,0.00152967,0.001061328,0.008712549],"study_design_scores_gemma":[0.0008876225,0.00009695116,0.4712549,0.0002657236,0.0001394426,0.000009561751,0.5217452,0.0001020758,0.0001361317,0.00008498976,0.004578954,0.0006984101],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.865884,0.001090007,0.00006721674,0.00002324446,0.0003246088,0.0002524766,0.0006288326,0.000184479,0.1315452],"genre_scores_gemma":[0.971769,0.0001285222,0.0000770375,0.00009186838,0.0001811739,0.000002634803,0.0003117839,0.00003350609,0.02740447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.49953,"threshold_uncertainty_score":0.9999279,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W287710486","doi":"10.1177/1354856516679635","title":"Writing while wandering","year":2017,"lang":"en","type":"article","venue":"Convergence The International Journal of Research into New Media Technologies","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Concordia University","keywords":"Narrative; Contingency; Reading (process); Computer science; Digital media; Negotiation; Multimedia; Aesthetics; Sociology; Linguistics; World Wide Web; Art; Social science","authors":[{"name":"Lai-Tze Fan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.206342046408365,"gpt":0.4524404859838923,"spread":0.2460984395755273,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.003968528,0.00009412922,0.0001655278,0.0003485477,0.00109209,0.0009318327,0.00573829,0.0001227575,0.0001659103],"category_scores_gemma":[0.03293766,0.00006543144,0.0001051635,0.0001598533,0.002604845,0.001128384,0.0006549225,0.00077024,0.00006102132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002560812,"about_ca_system_score_gemma":0.0009598142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001048295,"about_ca_topic_score_gemma":0.0009080135,"domain_scores_codex":[0.9967106,0.00009834363,0.0003693897,0.0001504845,0.002251978,0.0004191971],"domain_scores_gemma":[0.9965284,0.001244138,0.0003738775,0.0003995922,0.001300504,0.0001534162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001044152,0.00004510731,0.02122226,0.00001058891,0.0001318661,0.0003319969,0.01746383,0.00000603069,0.00189742,0.06163543,0.03975586,0.8573952],"study_design_scores_gemma":[0.001000923,0.0002128504,0.006020185,0.0007437394,0.00001624112,0.0001228873,0.1822405,0.0001368296,0.02896732,0.3749258,0.4052698,0.0003429723],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7268714,0.003710415,0.000622761,0.2266656,0.0100198,0.0002778436,0.000004598954,0.0002264461,0.03160115],"genre_scores_gemma":[0.9922619,0.004838809,0.0006501794,0.00004191951,0.001581208,0.000005147912,3.671724e-7,0.000008281801,0.0006121762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8570522,"threshold_uncertainty_score":0.9996411,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}