{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"f95774a1e224","filters":{"venue":"International Journal of Marketing and Business Communication"}},"results":[{"id":"W2741009737","doi":"","title":"Analysis of Factors Influencing E-WOM Credibility","year":2017,"lang":"en","type":"article","venue":"International Journal of Marketing and Business Communication","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"George Brown College","funders":"","keywords":"Credibility; Cronbach's alpha; Advertising; Word of mouth; Psychology; The Internet; Variables; Source credibility; Social media; Affect (linguistics); Consistency (knowledge bases); Social psychology; Marketing; Business; Computer science; Political science; Statistics; Service (business); Mathematics","authors":[{"name":"Fatema Tuz Zohora","is_ca":true},{"name":"Nazia Choudhury","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03528598359387539,"gpt":0.3480406128775645,"spread":0.3127546292836891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00643724,0.00006065449,0.0002180396,0.0002287413,0.0004614151,0.0002919681,0.0009364065,0.00005669786,0.00002664196],"category_scores_gemma":[0.02288396,0.00005507992,0.0001030794,0.0001739988,0.0004034296,0.000566939,0.0001590987,0.0001225208,1.607902e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006642548,"about_ca_system_score_gemma":0.0001217174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001756553,"about_ca_topic_score_gemma":0.0005475801,"domain_scores_codex":[0.9983888,0.000543294,0.0004062083,0.00007180714,0.0005042687,0.0000856365],"domain_scores_gemma":[0.9951326,0.001561884,0.001234818,0.0002601128,0.00175545,0.00005518057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001995833,0.00006277949,0.9428203,0.00001179024,0.0004560189,0.000001388805,0.005837556,0.00002761852,0.00006207695,0.0007618291,0.00003303284,0.04972608],"study_design_scores_gemma":[0.0001480836,0.000004701805,0.9930903,0.0001653753,0.0001183929,5.47261e-7,0.003485298,0.00009656082,0.00001214811,0.0004542257,0.002370362,0.00005401243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808096,0.000217781,0.00004353709,0.001787145,0.0003354642,0.00002809998,0.000006343241,0.000007091435,0.01676495],"genre_scores_gemma":[0.9982414,0.001153675,0.0004035847,0.00001632197,0.0001043907,4.491324e-7,0.000004601543,0.000003532528,0.00007201997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05027004,"threshold_uncertainty_score":0.9853467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2585505226","doi":"","title":"Visual Rhetorical Figures in Canadian Advertising:Differences between Anglophone and Francophone Consumer Magazines","year":2016,"lang":"en","type":"article","venue":"International Journal of Marketing and Business Communication","topic":"Media, Gender, and Advertising","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":"French; Rhetorical question; Typology; Construct (python library); Advertising; Sociology; Visual language; Media studies; Psychology; Political science; Linguistics; Art; Humanities; Literature; Anthropology; Computer science; Philosophy; Business","authors":[{"name":"Erhard Lick","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02653876711854405,"gpt":0.3177844857621133,"spread":0.2912457186435693,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002220526,0.000081474,0.0001681683,0.0002701708,0.0001917994,0.00009300219,0.0002911284,0.00007630137,0.00004620112],"category_scores_gemma":[0.002389489,0.00006145713,0.00002206292,0.0002212276,0.0002336651,0.0003231546,0.0000568147,0.0001211492,0.000001647655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001447226,"about_ca_system_score_gemma":0.0003130215,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.038117,"about_ca_topic_score_gemma":0.03275691,"domain_scores_codex":[0.9985157,0.0005160427,0.0003491917,0.00009761394,0.0003445137,0.0001769918],"domain_scores_gemma":[0.9978004,0.00126031,0.0002298395,0.00007192284,0.0004798791,0.0001576777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008211986,0.00002014162,0.7647253,0.000008853274,0.00002594495,0.000008838615,0.001303493,4.260066e-7,0.0003376135,0.0001210324,0.0002654936,0.2331007],"study_design_scores_gemma":[0.0005367698,0.00000876481,0.9882699,0.0006508947,0.000007509284,0.00001225882,0.0007805356,0.00001595017,0.00002150549,0.0006712203,0.008930396,0.00009435906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831772,0.003881506,0.0001455274,0.01078728,0.000460204,0.00004464329,0.000004419829,0.000006926168,0.001492319],"genre_scores_gemma":[0.9854435,0.01357942,0.0004506457,0.00008039714,0.0003123217,0.0000010784,0.000002477888,0.000005676051,0.0001244588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2330064,"threshold_uncertainty_score":0.9848928,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}