{"meta":{"query_hash":"fe2093bd6d47","filters":{"venue":"International Journal of Marketing and Digital Creative"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/fe2093bd6d47","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Marketing+and+Digital+Creative"},"results":[{"id":"W4393435299","doi":"10.31098/ijmadic.v2i1.1928","title":"Comparing Marketing Strategies for Cosmetics Between China and The U.S.","year":2024,"lang":"en","type":"article","venue":"International Journal of Marketing and Digital Creative","topic":"Consumer Packaging Perceptions and Trends","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Cosmetics; China; Marketing; Business; Advertising; Political science; Chemistry","score_opus":0.021270688929087022,"score_gpt":0.2718769367872671,"score_spread":0.2506062478581801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393435299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94742554,0.0010363986,0.002173178,0.0019660236,0.00035086466,0.00007592441,0.000014044155,0.000027536642,0.046930503],"genre_scores_gemma":[0.99860466,0.00006211985,0.00016556987,0.000048955342,0.0008800562,0.0000027427573,0.000010130112,0.000010842318,0.0002149368],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993078,0.000029042314,0.0002703355,0.000109724395,0.0001868247,0.00009628541],"domain_scores_gemma":[0.9981431,0.0014202554,0.00016833404,0.000035314442,0.00022086801,0.000012142523],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0018619612,0.00010247168,0.00016631032,0.00019969048,0.00011983764,0.002722819,0.00012987162,0.000020169746,0.000018412436],"category_scores_gemma":[0.000780853,0.000067182125,0.0000847824,0.000083284045,0.00015534945,0.001063268,0.00011185189,0.00013045089,0.0000016050727],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037954953,0.000065204076,0.23157008,0.0004694665,0.0016002537,0.000053549193,0.00239645,0.000063173735,0.000019656398,0.048941154,0.004281385,0.70674413],"study_design_scores_gemma":[0.00406503,0.000041098574,0.8599536,0.0022864158,0.0005152335,0.00019841411,0.014261338,0.022241846,0.000003119993,0.042817537,0.053173438,0.00044292165],"about_ca_topic_score_codex":0.000024190462,"about_ca_topic_score_gemma":0.0000038699663,"teacher_disagreement_score":0.7063012,"about_ca_system_score_codex":0.000016091659,"about_ca_system_score_gemma":0.000023272672,"threshold_uncertainty_score":0.9983125},"labels":[],"label_agreement":null},{"id":"W4416095382","doi":"10.31098/ijmadic.v3i2.3031","title":"Profitability of Cryptocurrency Trading Strategies Employed by Investors of a Philippine-Based Online Community: Basis for the Development of an Investor's Guidebook","year":2025,"lang":"","type":"article","venue":"International Journal of Marketing and Digital Creative","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Suncor Energy (Canada)","funders":"","keywords":"Profitability index; Cryptocurrency; Trading strategy; Diversification (marketing strategy); Algorithmic trading; Stock trading; Alternative trading system","score_opus":0.030956902637077958,"score_gpt":0.31456311248331426,"score_spread":0.2836062098462363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416095382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8758208,0.00080535666,0.12099877,0.0010262766,0.00012848346,0.0003568892,0.00030035133,0.000009259483,0.0005538063],"genre_scores_gemma":[0.97993916,0.00002803254,0.019905858,0.000038874736,0.000020644127,0.000019263178,0.00001748032,0.000006522779,0.00002419026],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971893,0.00044323195,0.001582266,0.00020622308,0.00042789464,0.00015107571],"domain_scores_gemma":[0.991808,0.003996425,0.0016879108,0.00031878136,0.0021212485,0.00006760833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038575423,0.0002111705,0.00048987905,0.0003673098,0.0002147761,0.00011771437,0.0013966007,0.00011652521,0.0000074931972],"category_scores_gemma":[0.0030979284,0.00016671352,0.00016846687,0.00032421204,0.0009617407,0.00052997353,0.00026062137,0.0003950125,1.8754287e-8],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043301205,0.0068904613,0.032867905,0.0013137267,0.0029326929,0.0000021008098,0.027797386,0.00022317794,0.005153949,0.026950276,0.0006053562,0.89093286],"study_design_scores_gemma":[0.014275255,0.007248613,0.2851833,0.016923964,0.00095516694,0.00007725407,0.11449008,0.20301184,0.18157527,0.16734083,0.0070229694,0.0018954414],"about_ca_topic_score_codex":0.000057403468,"about_ca_topic_score_gemma":0.000037721857,"teacher_disagreement_score":0.88903743,"about_ca_system_score_codex":0.00011131529,"about_ca_system_score_gemma":0.0012817171,"threshold_uncertainty_score":0.679838},"labels":[],"label_agreement":null}]}