{"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":"d005cf415e28","filters":{"venue":"International Journal of Communication and Public Relation"}},"results":[{"id":"W4407959533","doi":"10.47604/ijcpr.3246","title":"The Impact of Artificial Intelligence on Public Relations Strategies: A Quantitative Analysis of the Middle East’s 10 Most Valuable Brands","year":2025,"lang":"en","type":"article","venue":"International Journal of Communication and Public Relation","topic":"Organizational and Employee Performance","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Burman University","funders":"","keywords":"Middle East; Artificial intelligence; History; Computer science; Archaeology","authors":[{"name":"Pablo Aguerrebere","is_ca":true},{"name":"Kabir Khan","is_ca":true},{"name":"Jessica Elizabeth Abraham","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08389093654973795,"gpt":0.342339960722343,"spread":0.258449024172605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003759114,0.000177818,0.000210496,0.004686429,0.001089985,0.003197181,0.0003472999,0.0004271458,0.002428042],"category_scores_gemma":[0.008790237,0.0001554604,0.0002994299,0.003270075,0.001177075,0.001858778,0.001679083,0.0004867924,0.0002550959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0020485,"about_ca_system_score_gemma":0.001006968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003798621,"about_ca_topic_score_gemma":0.004899739,"domain_scores_codex":[0.9980616,0.0007037179,0.0001788198,0.0001563519,0.0006925967,0.0002069367],"domain_scores_gemma":[0.9827831,0.009227611,0.004214772,0.0006822392,0.002348484,0.0007437731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003656227,0.000261024,0.8543649,0.0004136068,0.0001360109,0.0001911998,0.06321987,0.0001801216,0.002282783,0.004447246,0.0008387137,0.07329881],"study_design_scores_gemma":[0.000006871502,0.0001915915,0.905542,0.00009458679,0.0001020714,0.0001235231,0.08418673,0.0005418091,0.001525683,0.0004922369,0.00716955,0.00002331695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947377,0.0001112846,0.000121095,0.00006712539,0.000001744572,0.00001507644,0.00006543636,0.000001994723,0.004878572],"genre_scores_gemma":[0.9990777,0.00008070562,0.0002193039,0.00002535626,0.000003190052,0.00001492438,0.00007235895,0.000002428834,0.0005039712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004686429,"threshold_uncertainty_score":0.01988035,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406923429","doi":"10.47604/ijcpr.3196","title":"Influence of Celebrity Endorsement on Public Relations Campaigns in Canada","year":2025,"lang":"en","type":"article","venue":"International Journal of Communication and Public Relation","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":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Political science; Advertising; Psychology; Public relations; Business","authors":[{"name":"Sarah Marie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02524929286772297,"gpt":0.3142618708548858,"spread":0.2890125779871628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002205404,0.0002689668,0.0003525697,0.001888498,0.006289383,0.003608756,0.0008768706,0.0006080105,0.008259942],"category_scores_gemma":[0.01115803,0.0002650465,0.0003866037,0.002661308,0.001900177,0.0007792781,0.001712399,0.001278747,0.0003555331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05660765,"about_ca_system_score_gemma":0.1043923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921565,"about_ca_topic_score_gemma":0.9947526,"domain_scores_codex":[0.9969212,0.0005421729,0.00007945555,0.0002708501,0.00123567,0.0009506478],"domain_scores_gemma":[0.9843673,0.003249422,0.002422513,0.0003773704,0.005728384,0.003855006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000694225,0.0004122785,0.8294098,0.0005680321,0.0001977536,0.001011337,0.038068,0.0009115131,0.00169033,0.0132209,0.02056622,0.09324961],"study_design_scores_gemma":[0.00002371817,0.00007136339,0.9346271,0.0002138138,0.00007723798,0.00008369955,0.02729184,0.0009242973,0.0005966591,0.0004721772,0.03555468,0.00006345466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.92853,0.002368388,0.0004008833,0.008923884,0.0001172843,0.0001044685,0.001192305,0.00007418518,0.05828857],"genre_scores_gemma":[0.9947168,0.0004606041,0.0001587719,0.0001943228,0.00001172335,0.000009684606,0.0001068999,0.00001046005,0.004330732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05660765,"threshold_uncertainty_score":0.4107192,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}