{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"f7d3000b541f","filters":{"venue":"Athens Journal of Mass Media and Communications"}},"results":[{"id":"W4210669807","doi":"10.30958/ajmmc.8-3-1","title":"No News is Not Good News: The Implications of News Fatigue and News Avoidance in a Pandemic World","year":2022,"lang":"en","type":"article","venue":"Athens Journal of Mass Media and Communications","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"MacEwan University","funders":"","keywords":"News media; Journalism; Feeling; Pandemic; Political science; News values; Mental health; Politics; News bureau; Coping (psychology); Psychology; Coronavirus disease 2019 (COVID-19); Advertising; Business; Social psychology; Medicine; Law; Psychiatry; Infectious disease (medical specialty); Disease","authors":[{"name":"Neill Fitzpatrick","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09781276692664316,"gpt":0.3510141246800138,"spread":0.2532013577533707,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009884503,0.00008936616,0.0002147779,0.0001848419,0.0007679231,0.00006672214,0.0009071033,0.00003716131,0.0001589428],"category_scores_gemma":[0.0005178244,0.00006984553,0.00006854804,0.0005721575,0.0003466198,0.0003316828,0.0001959772,0.0004957841,0.000002848912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007265455,"about_ca_system_score_gemma":0.0003095326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00163619,"about_ca_topic_score_gemma":0.01552364,"domain_scores_codex":[0.9982954,0.0005169458,0.0006112969,0.00007509555,0.0003234408,0.0001778581],"domain_scores_gemma":[0.9974456,0.001054242,0.0006075168,0.000576827,0.000167017,0.0001487937],"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":[0.00008400255,0.0003266402,0.1818657,0.00002207363,0.0001029802,9.848316e-7,0.5994359,0.00006773762,0.001330224,0.09010925,0.01880242,0.1078522],"study_design_scores_gemma":[0.001247043,0.0001073576,0.0768467,0.00008011416,0.00007136325,0.00002961131,0.142503,0.0002194556,0.00001932454,0.01399235,0.7646667,0.0002169562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6222748,0.005641358,0.0007261306,0.2963514,0.0004013552,0.0008292666,0.0001171665,0.00003309986,0.07362539],"genre_scores_gemma":[0.9784898,0.01685418,0.00120611,0.002728018,0.0000616915,0.00001276021,0.000004567965,0.000007110055,0.0006358308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7458643,"threshold_uncertainty_score":0.8662557,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2796450645","doi":"10.30958/ajmmc/3.4.3","title":"A Strategic Communication Model for Sustainable Initiatives in Higher Education Institutions","year":2017,"lang":"en","type":"article","venue":"Athens Journal of Mass Media and Communications","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"MacEwan University","funders":"MacEwan University","keywords":"Process management; Business; Higher education; Strategic communication; Knowledge management; Political science; Public relations; Computer science","authors":[{"name":"Lucille Mazo","is_ca":true},{"name":"Iain S. MacPherson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2131477694049462,"gpt":0.4359753936247618,"spread":0.2228276242198157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001573537,0.00008282119,0.0001655927,0.0001916592,0.001890952,0.0002589913,0.001273585,0.00009499875,0.00001673009],"category_scores_gemma":[0.001434487,0.00008464226,0.00005738871,0.0001322619,0.000948132,0.001312427,0.0001159489,0.0002593377,7.139076e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003241594,"about_ca_system_score_gemma":0.002488933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005256629,"about_ca_topic_score_gemma":0.001109623,"domain_scores_codex":[0.9988159,0.0003408881,0.0003830658,0.00008847215,0.0001698745,0.0002017989],"domain_scores_gemma":[0.9963143,0.0007971609,0.0005531579,0.001035536,0.001190193,0.0001096734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001405963,0.0002614644,0.005746834,0.00001817347,0.00001266325,2.543314e-7,0.04395992,0.0001093544,0.00001316717,0.9492065,0.00008866377,0.0005689774],"study_design_scores_gemma":[0.0005694135,0.00003365412,0.0372502,0.00009888602,0.00006053406,0.000001980774,0.1118908,0.0009730757,0.000003102136,0.8175333,0.03143832,0.000146828],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7420028,0.005911892,0.001062325,0.1560507,0.0005719365,0.001326799,0.00001174119,0.00003369406,0.09302806],"genre_scores_gemma":[0.9860781,0.002993732,0.009635038,0.00009599367,0.00009931852,0.0001207817,0.0000107277,0.000007821643,0.0009584218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2440753,"threshold_uncertainty_score":0.9994084,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3112412591","doi":"10.30958/ajmmc.7-1-4","title":"The Politics of Impunity and the Shifting Media Landscape in Kenya","year":2020,"lang":"en","type":"article","venue":"Athens Journal of Mass Media and Communications","topic":"African history and culture studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saint Paul University","funders":"","keywords":"Impunity; Politics; Independence (probability theory); Political communication; Political science; Political economy; Kenya; Language change; Sociology; Media studies; Law","authors":[{"name":"Philip Onguny","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04050575971851263,"gpt":0.2850634658719957,"spread":0.244557706153483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001083913,0.00003974176,0.0001345377,0.00001457116,0.000849914,0.0000180434,0.0004237749,0.00002414519,0.00000350077],"category_scores_gemma":[0.001844605,0.0000210225,0.00003444382,0.0001305649,0.001362065,0.00005187802,0.00009226843,0.0002430726,2.156677e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009930992,"about_ca_system_score_gemma":0.00006923042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004850607,"about_ca_topic_score_gemma":0.0009656188,"domain_scores_codex":[0.9990473,0.0004712378,0.0002212596,0.00002956488,0.0001442292,0.00008637012],"domain_scores_gemma":[0.996805,0.002678958,0.0001981517,0.0001391881,0.000112947,0.00006571732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002124519,0.00001490539,0.01190606,0.000003441559,0.00003259825,7.122002e-7,0.7133228,6.754264e-7,0.00001734233,0.2728226,0.0002975415,0.001560171],"study_design_scores_gemma":[0.001229252,0.00005214177,0.02369157,0.00005554494,0.0001261767,0.00000549598,0.7373741,0.00008792603,0.000004587569,0.06762405,0.1696414,0.000107743],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6808267,0.05734824,0.0000557176,0.2325212,0.0002154885,0.000189854,0.00001149958,0.00001074111,0.02882053],"genre_scores_gemma":[0.986389,0.01313914,0.000209038,0.0001502077,0.00009601421,0.000001478081,2.597439e-7,0.000001962167,0.00001288263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3055623,"threshold_uncertainty_score":0.6536937,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2795148011","doi":"10.30958/ajmmc.4.1.2","title":"Gender Bias in Canadian Politics: A Content Analysis of a Canadian Prime Minister’s Speeches in 2015","year":2018,"lang":"en","type":"article","venue":"Athens Journal of Mass Media and Communications","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"MacEwan University","funders":"","keywords":"Prime minister; Politics; Prime (order theory); Content analysis; Political science; Gender studies; Sociology; Law; Social science; Mathematics; Combinatorics","authors":[{"name":"Scott Archer","is_ca":true},{"name":"Jamie Malbeuf","is_ca":true},{"name":"Taylor Merkley","is_ca":true},{"name":"Amanda Seymour-Skinner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3055520977093956,"gpt":0.3906816395073411,"spread":0.08512954179794557,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001036863,0.00005274326,0.0001958458,0.001816897,0.000150577,0.00002795086,0.0003734788,0.00006528165,0.00003621078],"category_scores_gemma":[0.000386143,0.0000490338,0.00006214564,0.0008406803,0.0004053889,0.00007069302,0.00002260442,0.000132016,0.000001367273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002341822,"about_ca_system_score_gemma":0.001717212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.958166,"about_ca_topic_score_gemma":0.9980167,"domain_scores_codex":[0.9988101,0.0003027728,0.0003843456,0.00005954544,0.0001726052,0.0002706388],"domain_scores_gemma":[0.9985461,0.0002638084,0.0001687988,0.0002863952,0.0003058647,0.0004290332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004110604,0.00007472464,0.6716691,0.000004236785,0.0002672456,0.00001221904,0.2452415,0.00000790485,0.0001450662,0.08188422,0.000147563,0.0005420595],"study_design_scores_gemma":[0.000418147,0.00004169133,0.8747351,0.000040568,0.0002620028,0.00000543203,0.08381133,0.0004911157,0.00005209057,0.0105408,0.02947616,0.0001255272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647233,0.0008334958,0.00001031855,0.01650582,0.0001055028,0.00009840894,0.00003483711,0.00000138234,0.01768692],"genre_scores_gemma":[0.9979234,0.0009748443,0.0007980877,0.0001677193,0.00004618874,0.000001759064,0.000006415026,0.000003534698,0.00007807067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.203066,"threshold_uncertainty_score":0.304626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3130024714","doi":"10.30958/ajmmc.7-2-1","title":"Cartoon Films: Made in India, How do they Fare?","year":2021,"lang":"en","type":"article","venue":"Athens Journal of Mass Media and Communications","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Entertainment; Advertising; Character (mathematics); Media studies; Sociology; Psychology; Art; Visual arts; Mathematics","authors":[{"name":"Mangesh Bedekar","is_ca":false},{"name":"Prachi M. Joshi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05107867929432597,"gpt":0.3159248587896103,"spread":0.2648461794952843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010282,0.0000697285,0.0001798422,0.0000980561,0.0003213751,0.0000974563,0.0004934911,0.00007582223,0.00005312582],"category_scores_gemma":[0.001026358,0.00006352928,0.0000665029,0.0002008554,0.0002061755,0.0001968162,0.0000902411,0.00035616,0.000002590494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004542624,"about_ca_system_score_gemma":0.0003505524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008550995,"about_ca_topic_score_gemma":0.001040152,"domain_scores_codex":[0.9985286,0.0006711256,0.0002454291,0.00007781972,0.000290323,0.0001867188],"domain_scores_gemma":[0.9982266,0.0008806244,0.0001770736,0.0003810079,0.0001786008,0.0001561346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002113001,0.0003137611,0.0959675,0.00002626906,0.0001146769,0.0001391079,0.7910074,0.00001026954,0.007881504,0.05852795,0.001388468,0.04460199],"study_design_scores_gemma":[0.001777578,0.00006958377,0.1335115,0.0005562629,0.0001423194,0.0001245688,0.5913386,0.0000656854,0.0005877331,0.08225196,0.1891062,0.0004679381],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.904682,0.02240169,0.0001748428,0.04003914,0.0006921068,0.0001302935,0.00001316431,0.00001707688,0.03184967],"genre_scores_gemma":[0.9743449,0.02202309,0.003036128,0.0002081766,0.0001238381,0.000002666561,0.000004068975,0.000006661906,0.0002504637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1996687,"threshold_uncertainty_score":0.2590649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2980140129","doi":"10.30958/ajmmc.5-4-2","title":"Simulation, A-signification and Embodied Semiotics in I, Robot","year":2019,"lang":"en","type":"article","venue":"Athens Journal of Mass Media and Communications","topic":"Comics and Graphic Narratives","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"MacEwan University","funders":"","keywords":"Semiotics; Semiosis; Semiotics of culture; Sign (mathematics); Meaning (existential); Philosophy; Postmodernism; Literature; Erasure; Aesthetics; Sociology; Linguistics; Epistemology; Art; Computer science","authors":[{"name":"David U. Garfinkle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04830198691110789,"gpt":0.2663129298870396,"spread":0.2180109429759318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002826522,0.00005956235,0.0001414024,0.000131037,0.0001095171,0.00006290357,0.0001731512,0.00002432549,0.00005250531],"category_scores_gemma":[0.00007302335,0.00004949608,0.00002483416,0.00003815095,0.0001697241,0.0001447624,0.00004006211,0.0001605499,0.000002215462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008592345,"about_ca_system_score_gemma":0.00001968448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000980378,"about_ca_topic_score_gemma":0.0001978994,"domain_scores_codex":[0.9994531,0.00006388673,0.0002862062,0.0000537839,0.00007879758,0.00006425209],"domain_scores_gemma":[0.9985556,0.0007791716,0.0001844143,0.00025608,0.0001849467,0.00003979661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000303468,0.0001569146,0.03033024,0.00001914694,0.00005473103,9.865121e-7,0.1371056,0.0005313239,0.0005676855,0.8279952,0.00005902171,0.003148793],"study_design_scores_gemma":[0.003814871,0.0004983504,0.07089091,0.0004465988,0.0001513887,0.00002335908,0.06182331,0.05266329,0.00004915431,0.6578552,0.1511418,0.0006417924],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848911,0.002945892,0.0003411711,0.005746428,0.0002052943,0.0001500094,0.000007742567,0.000007477174,0.005704853],"genre_scores_gemma":[0.9975063,0.001492767,0.0007236417,0.00005966427,0.00004814266,0.00000134674,0.000004280673,0.000005364617,0.0001585341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.17014,"threshold_uncertainty_score":0.2018391,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}