{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"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":"9ba516cab52c","filters":{"venue":"Journal of African Media Studies"}},"results":[{"id":"W2063069784","doi":"10.1386/jams.4.2.157_1","title":"New perspectives on strengthening science journalism in developing countries: Approach and first results of the ‘SjCOOP’ mentoring project","year":2012,"lang":"en","type":"article","venue":"Journal of African Media Studies","topic":"Global Health and Surgery","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Université de Moncton","funders":"","keywords":"Professionalization; Journalism; Public relations; Political science; Quality (philosophy); Engineering ethics; Sociology; Pedagogy; Media studies; Engineering; Social science","authors":[{"name":"Gervais Mbarga","is_ca":true},{"name":"Jan Lublinski","is_ca":false},{"name":"Jean-Marc Fleury","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05831316104403754,"gpt":0.341986993327002,"spread":0.2836738322829644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02640353,0.0007909212,0.0003622527,0.001762883,0.007018313,0.008886865,0.001524842,0.004009312,0.008507803],"category_scores_gemma":[0.01841991,0.0002596913,0.0004871171,0.002598206,0.005120922,0.005771095,0.00751574,0.003075703,0.0005372446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00383521,"about_ca_system_score_gemma":0.01798198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002865714,"about_ca_topic_score_gemma":0.00370878,"domain_scores_codex":[0.9862291,0.009300351,0.0002613804,0.0003619181,0.001227203,0.002620132],"domain_scores_gemma":[0.9675294,0.01844336,0.001866508,0.001330199,0.002631873,0.008198537],"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":[0.00215449,0.008123144,0.04929449,0.007873589,0.0001346479,0.006949458,0.2505751,0.001450681,0.009009766,0.1684273,0.04038816,0.4556193],"study_design_scores_gemma":[0.000690887,0.002925445,0.09188744,0.002322265,0.0001114417,0.001742384,0.3875256,0.0007235564,0.007925997,0.03806985,0.4659337,0.0001415559],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7080637,0.01809778,0.007750296,0.1271083,0.00180949,0.00254115,0.000497875,0.0001417408,0.1339898],"genre_scores_gemma":[0.9650099,0.00788747,0.0105274,0.004760175,0.0005371759,0.001240849,0.0001779382,0.00004983777,0.009809186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02640353,"threshold_uncertainty_score":0.1396369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3042462137","doi":"10.1386/jams_00018_1","title":"CCTV in Africa: Constructive approach to manufacturing consent","year":2020,"lang":"en","type":"article","venue":"Journal of African Media Studies","topic":"International Development and Aid","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":"Simon Fraser University","funders":"","keywords":"China; Constructive; Elite; Journalism; Politics; Harmony (color); Context (archaeology); Political science; Media studies; Sociology; Public relations; Law; History","authors":[{"name":"Yu Xiang","is_ca":false},{"name":"Xiaoxing Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1215376169911415,"gpt":0.325247303193217,"spread":0.2037096862020755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1175193,0.0006911199,0.000635809,0.002771104,0.01041104,0.01116228,0.002459978,0.005460833,0.01304226],"category_scores_gemma":[0.1465067,0.0007673205,0.0006027645,0.002864516,0.02962523,0.009934481,0.01079439,0.007784196,0.001569997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008869247,"about_ca_system_score_gemma":0.02354372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002860897,"about_ca_topic_score_gemma":0.0040579,"domain_scores_codex":[0.8961177,0.08555947,0.004384041,0.003866266,0.00660411,0.003468495],"domain_scores_gemma":[0.7866392,0.1727153,0.005617354,0.02088075,0.01093171,0.003215722],"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":[0.00004224761,0.00004349933,0.0008574442,0.000190287,0.000008416196,0.0006412142,0.1033321,0.0003035745,0.0007329187,0.8623019,0.004932863,0.0266134],"study_design_scores_gemma":[0.00007932352,0.0001560208,0.001442664,0.001443157,0.00002437375,0.0007931562,0.07844885,0.002575856,0.002265803,0.6178147,0.2948637,0.00009247928],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08833541,0.001997124,0.3831656,0.08824457,0.001668722,0.008951447,0.0004586999,0.0002741879,0.4269044],"genre_scores_gemma":[0.8445634,0.001037437,0.110078,0.007500971,0.0004704247,0.008538624,0.0001576835,0.0001295897,0.02752397],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1175193,"threshold_uncertainty_score":0.6215091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210289685","doi":"10.1386/jams_00069_1","title":"COVID-19 narratives and counter-narratives in Ghana: The dialectics of state messaging and alternative re/de-constructions","year":2022,"lang":"en","type":"article","venue":"Journal of African Media Studies","topic":"Media Studies and Communication","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":"The Scarborough Hospital; University of Toronto","funders":"University of Toronto","keywords":"Narrative; Misinformation; Government (linguistics); Public relations; Variety (cybernetics); State (computer science); Dialectic; Social media; Political science; Sociology; Coronavirus disease 2019 (COVID-19); Media studies; Internet privacy; Law; Computer science; Epistemology; Medicine; Literature","authors":[{"name":"Kwame Akuffo Anoff-Ntow","is_ca":true},{"name":"Wisdom J. Tettey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06082683157694239,"gpt":0.3637146761369472,"spread":0.3028878445600048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007924979,0.0004226434,0.000275839,0.001588084,0.008647136,0.006407839,0.0005176054,0.001453073,0.002511794],"category_scores_gemma":[0.01104769,0.0003823832,0.0001281671,0.002102944,0.0211903,0.006741125,0.004815912,0.002856642,0.0001913187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005536958,"about_ca_system_score_gemma":0.002956936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005548362,"about_ca_topic_score_gemma":0.009433157,"domain_scores_codex":[0.9945088,0.004504532,0.0001482352,0.0001519493,0.0003548423,0.0003317391],"domain_scores_gemma":[0.9884071,0.00935011,0.00123809,0.0003475548,0.0003338853,0.0003231458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000361617,0.00001131477,0.001729949,0.00009097565,0.000002444459,0.0008570053,0.9320089,0.00003301704,0.0006193582,0.05801496,0.000644516,0.005951457],"study_design_scores_gemma":[0.000009790916,0.00002524527,0.0024753,0.0004580644,0.00000618239,0.0005805049,0.9356956,0.0001972369,0.0008932526,0.01175176,0.04789423,0.00001292505],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9108216,0.003313112,0.003098742,0.02319336,0.0001815272,0.00008050152,0.00005789356,0.00002404348,0.05922934],"genre_scores_gemma":[0.9968895,0.0005742624,0.0004943446,0.0003240544,0.00001681353,0.00002888491,0.00001070107,0.00001412413,0.001647294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008647136,"threshold_uncertainty_score":0.04191178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3199727512","doi":"10.1386/jams_00051_1","title":"‘Subaltern’ pushbacks: An analysis of responses by Facebook users to ‘racist’ statements by two French doctors on testing a COVID-19 vaccine in Africa","year":2021,"lang":"en","type":"article","venue":"Journal of African Media Studies","topic":"African cultural and philosophical studies","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":"McMaster University","funders":"","keywords":"Subaltern; Colonialism; Solidarity; Sociology; Social media; Media studies; Thematic analysis; Gender studies; Political science; Law; Anthropology; Qualitative research","authors":[{"name":"Selina Linda Mudavanhu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.167533687359281,"gpt":0.4396450746162048,"spread":0.2721113872569238,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003758767,0.00058108,0.0003292729,0.002058083,0.003816805,0.003783676,0.0005273165,0.001682836,0.002387464],"category_scores_gemma":[0.01552886,0.0003872413,0.0002371753,0.001359606,0.003282058,0.003874368,0.003232248,0.001467441,0.0005391008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001407724,"about_ca_system_score_gemma":0.0005368226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003647191,"about_ca_topic_score_gemma":0.005990495,"domain_scores_codex":[0.9947128,0.003891836,0.0001896791,0.0002359008,0.0005725736,0.0003971075],"domain_scores_gemma":[0.983411,0.01258831,0.002071965,0.0003846781,0.001004544,0.0005394784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009250332,0.00003464751,0.01816337,0.00009568794,0.00001220608,0.000470459,0.9712617,0.00002200856,0.001223813,0.0005724099,0.0007578894,0.007293356],"study_design_scores_gemma":[0.000003869451,0.00005534938,0.0231381,0.00009860811,0.000006854812,0.00021861,0.9693318,0.0001557937,0.0003683967,0.0001891021,0.006409837,0.00002365811],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959164,0.000108678,0.0002400301,0.0007317123,0.000036858,0.00003000395,0.0000705558,0.000006734469,0.002859073],"genre_scores_gemma":[0.9973264,0.0002473996,0.00033055,0.0005762324,0.00006796972,0.00009260778,0.00009920528,0.00001734823,0.001242325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003816805,"threshold_uncertainty_score":0.01987851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2610829151","doi":"10.1386/jams.9.1.145_1","title":"Much ‘I do’ about nothing? The impact of South Africa’s Civil Union Act on media representations of marriage","year":2017,"lang":"en","type":"article","venue":"Journal of African Media Studies","topic":"African Sexualities and LGBTQ+ Issues","field":"Social Sciences","cited_by":1,"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":"Legislation; Institution; Public sphere; Newspaper; Law; Representation (politics); Political science; Nothing; Sociology; Gender studies; Politics","authors":[{"name":"Julie Moreau","is_ca":false},{"name":"Mark Daku","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08712307235581011,"gpt":0.4073553780336425,"spread":0.3202323056778323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003198069,0.0002179034,0.000187745,0.002509085,0.003519003,0.004897872,0.0003149567,0.000721862,0.00662043],"category_scores_gemma":[0.01432287,0.0002069729,0.000138075,0.00260181,0.004546028,0.004394679,0.002740676,0.001543974,0.000381415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001955743,"about_ca_system_score_gemma":0.001015121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008034453,"about_ca_topic_score_gemma":0.01237717,"domain_scores_codex":[0.9979197,0.001440607,0.00008294373,0.00008453465,0.0002854767,0.0001866941],"domain_scores_gemma":[0.9834459,0.01270701,0.002384583,0.0003033945,0.0007035914,0.0004554488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001173576,0.00003643792,0.02861545,0.000391564,0.00002036876,0.0007175413,0.93918,0.00003242213,0.001561333,0.007133023,0.001885461,0.02030906],"study_design_scores_gemma":[0.000004899987,0.00004345209,0.05567824,0.0008670955,0.00002475393,0.0002696256,0.8972892,0.00007276508,0.0005687305,0.0006349239,0.04452754,0.00001885182],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520867,0.002131969,0.0002372139,0.007178448,0.0001813202,0.00002163975,0.000186567,0.00000717034,0.03796896],"genre_scores_gemma":[0.9961415,0.001511062,0.00007449378,0.0003953919,0.0001022823,0.00001373313,0.00004030652,0.00001020402,0.001711091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008034453,"threshold_uncertainty_score":0.0221476,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2610204402","doi":"10.1386/jams.9.1.195_1","title":"Stylistic features of rural print media in Ghana","year":2017,"lang":"en","type":"article","venue":"Journal of African Media Studies","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Newspaper; Print media; Advertising; Style (visual arts); Perception; Media studies; Political science; Sociology; Art; Psychology; Visual arts; Business","authors":[{"name":"Paul Kwabla Anyidoho","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04337204172438508,"gpt":0.3126724775458155,"spread":0.2693004358214304,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006308245,0.0002005547,0.00008389286,0.00199097,0.001960557,0.003126065,0.0001634069,0.0003424777,0.00626123],"category_scores_gemma":[0.002725806,0.0001405922,0.00006217844,0.001932179,0.003698427,0.001538547,0.001263359,0.0004657182,0.0003188435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001858358,"about_ca_system_score_gemma":0.0004276476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002504118,"about_ca_topic_score_gemma":0.00637444,"domain_scores_codex":[0.9994895,0.0003195082,0.00002008399,0.00003279837,0.00009307482,0.00004492078],"domain_scores_gemma":[0.9972557,0.001920512,0.0004744423,0.0001152364,0.0001418384,0.00009223792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002642934,0.0000516713,0.02530222,0.0006972281,0.00001357425,0.00559875,0.4626017,0.0006184042,0.01605103,0.4323311,0.007595193,0.04887487],"study_design_scores_gemma":[0.0000363917,0.00008874785,0.1011618,0.000728878,0.00002293213,0.004424962,0.4362917,0.002215375,0.004682666,0.05812901,0.392177,0.00004067336],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7256103,0.001631916,0.005157949,0.003877257,0.00009850028,0.000148932,0.0005178978,0.00008729564,0.26287],"genre_scores_gemma":[0.9955376,0.0002382072,0.0009526606,0.00004085669,0.00002201373,0.00002044295,0.0000405621,0.00001534056,0.003132383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00626123,"threshold_uncertainty_score":0.02094591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2335463068","doi":"10.1386/jams.6.3.313_1","title":"Staging the body and space in television: Jozi H as a case in point","year":2014,"lang":"en","type":"article","venue":"Journal of African Media Studies","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Drama; Narrative; Plot (graphics); Body politic; Representation (politics); Space (punctuation); Nexus (standard); Relation (database); Sociology; Aesthetics; Point (geometry); Set (abstract data type); History; Visual arts; Art; Literature; Political science; Computer science; Linguistics; Mathematics; Law; Politics; Philosophy; Geometry","authors":[{"name":"J. H. Swanepoel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03283162055511965,"gpt":0.3385289756707872,"spread":0.3056973551156675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001777677,0.0004181692,0.0002747382,0.001531877,0.02173429,0.005733456,0.0009395473,0.003533643,0.005330114],"category_scores_gemma":[0.004152259,0.000273095,0.0001904709,0.001685715,0.02409517,0.002905811,0.004124464,0.004088943,0.0003952712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02290699,"about_ca_system_score_gemma":0.01083694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3640946,"about_ca_topic_score_gemma":0.5398836,"domain_scores_codex":[0.9986141,0.0006248609,0.00001828956,0.00007708481,0.0001894178,0.0004762153],"domain_scores_gemma":[0.9987158,0.000704473,0.0000937854,0.00004584819,0.0001185305,0.0003215971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004965497,0.00002582141,0.001179456,0.0001163885,0.000003807844,0.00472211,0.8309112,0.0001063741,0.0008585641,0.1348331,0.01918927,0.008004213],"study_design_scores_gemma":[0.000008472366,0.00002581314,0.002205073,0.0003544468,0.00000965846,0.001505704,0.6721048,0.0001071275,0.0005916617,0.004646354,0.318414,0.00002682709],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4952596,0.008510966,0.002086931,0.1367317,0.002259052,0.0001617252,0.0001303448,0.00006480861,0.3547949],"genre_scores_gemma":[0.9542221,0.002417965,0.0006862985,0.003818081,0.0001822091,0.00003884339,0.00001559921,0.00002873056,0.03859016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3640946,"threshold_uncertainty_score":0.7239507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399970641","doi":"10.1386/jams_00123_1","title":"COVID-19 induced changes to news gathering and news production: Practical experiences from five Ghanaian newsrooms","year":2024,"lang":"en","type":"article","venue":"Journal of African Media Studies","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"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":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Political science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Production (economics); Advertising; Media studies; Sociology; Business; Economics; Medicine; Virology","authors":[{"name":"Manfred Kofi Antwi Asuman","is_ca":true},{"name":"Noel Nutsugah","is_ca":false},{"name":"Redeemer Buatsi","is_ca":false},{"name":"Theophilus Peculiar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1444831259622172,"gpt":0.4131671812588014,"spread":0.2686840552965842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046256,0.0006063854,0.0004889249,0.001068629,0.01057048,0.004682116,0.001127015,0.002044758,0.005801602],"category_scores_gemma":[0.01505078,0.0005952127,0.0002565469,0.001383692,0.006381777,0.003663312,0.004530057,0.002633625,0.0008341121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002725456,"about_ca_system_score_gemma":0.001540553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002369467,"about_ca_topic_score_gemma":0.009563458,"domain_scores_codex":[0.9966493,0.002215753,0.0001180536,0.0002371236,0.0002066541,0.0005730498],"domain_scores_gemma":[0.9785139,0.01509396,0.001990825,0.0006379123,0.0006628881,0.003100464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001837633,0.0001851,0.006995805,0.0002795572,0.000006841236,0.004546797,0.9727983,0.00004048317,0.002394277,0.0006412916,0.001327788,0.01059995],"study_design_scores_gemma":[0.00002851761,0.0002767312,0.006163258,0.0001392996,0.00001071219,0.0006208669,0.9611844,0.00005955716,0.00106648,0.0001858319,0.0302451,0.00001930098],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910677,0.000487205,0.0004625481,0.001210161,0.0001169253,0.000100753,0.00004615569,0.000016813,0.006491666],"genre_scores_gemma":[0.9933996,0.0006106348,0.0008595881,0.0005870547,0.0001144797,0.0000795144,0.0000527909,0.00003490487,0.004261396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01057048,"threshold_uncertainty_score":0.02446282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4253865306","doi":"10.1386/jams.1.1.181_4","title":"Film Reviews","year":2009,"lang":"en","type":"article","venue":"Journal of African Media Studies","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Media studies; Art; Political science; Economic history; Art history; History; Sociology","authors":[{"name":"Mona Pedersen","is_ca":false},{"name":"Herman Wasserman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08241548135682372,"gpt":0.2824309052728678,"spread":0.2000154239160441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006911746,0.0008355109,0.000676476,0.004193073,0.001203917,0.005085277,0.001264209,0.001990789,0.5139312],"category_scores_gemma":[0.004933912,0.0003316784,0.0004301319,0.003399623,0.0005360234,0.002753903,0.001626497,0.001916746,0.281097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001771993,"about_ca_system_score_gemma":0.002417268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006171214,"about_ca_topic_score_gemma":0.01312587,"domain_scores_codex":[0.9990141,0.000115546,0.00006123044,0.000117188,0.0005769954,0.0001149437],"domain_scores_gemma":[0.9967498,0.0004242798,0.0002097583,0.0002387382,0.001811684,0.000565889],"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":[0.000006412268,0.000006694221,0.00001928157,0.0001721643,0.000001945862,0.00001705513,0.00001715717,0.000008727422,0.00005871131,0.0006598217,0.9640871,0.03494482],"study_design_scores_gemma":[0.000001591991,0.000002974634,0.00009459631,0.0001729619,0.000001919642,0.00002035474,0.0000294541,0.000003994045,0.00001750487,0.0001531015,0.9995004,0.000001258891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0004659222,0.1499871,0.0004786956,0.03368566,0.08704512,0.0001614825,0.003467251,0.0003936453,0.724315],"genre_scores_gemma":[0.003218619,0.07344718,0.0003937651,0.007873057,0.02578206,0.0001107207,0.002602723,0.0002330019,0.8863389],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5139312,"threshold_uncertainty_score":0.6933181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}