{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"03f9e9dc7c1d","filters":{"venue":"Victoria Journal of Management"}},"results":[{"id":"W7123510316","doi":"10.3126/vjm.v2i2.89252","title":"Mapping the Conceptual Structure of Digital Marketing and Customer Engagement: A Bibliometric Approach","year":2025,"lang":"","type":"article","venue":"Victoria Journal of Management","topic":"Digital Marketing and Social Media","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":"Transformative learning; Thematic analysis; Conceptual framework; Customer engagement; Consumer behaviour; Digital marketing; Big data; Marketing research; Competitive advantage","authors":[{"name":"Hari Singh Saud","is_ca":true},{"name":"Rajendra Kumar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02445352541563748,"gpt":0.2702172352861545,"spread":0.245763709870517,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01495198,0.0007013735,0.001623623,0.2510511,0.002586423,0.01039925,0.001200505,0.000875494,0.003196147],"category_scores_gemma":[0.08318845,0.0004179904,0.001429408,0.3105337,0.002465668,0.007367618,0.005620556,0.0007570267,0.0005199747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005008601,"about_ca_system_score_gemma":0.008221819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007692334,"about_ca_topic_score_gemma":0.007594401,"domain_scores_codex":[0.98114,0.005465888,0.003905579,0.001474432,0.007438948,0.0005751461],"domain_scores_gemma":[0.9146655,0.05774513,0.01077826,0.004104368,0.01176314,0.0009435618],"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":[0.0002373062,0.0001696999,0.246159,0.02872375,0.002229979,0.0007330172,0.02715686,0.003946795,0.004776309,0.07901735,0.01675506,0.5900949],"study_design_scores_gemma":[0.0001105464,0.0003173899,0.5135235,0.01262394,0.002992638,0.002042952,0.07340445,0.0181882,0.004619642,0.1110756,0.2607605,0.0003407078],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6655036,0.08028894,0.05211596,0.00959479,0.0005519767,0.002748225,0.05463442,0.0008982159,0.1336638],"genre_scores_gemma":[0.9075839,0.02590378,0.0461929,0.0002755882,0.0003325995,0.002011423,0.01552736,0.0001128143,0.002059788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7489489,"threshold_uncertainty_score":0.07907456,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}