{"meta":{"query_hash":"9197c393be73","filters":{"venue":"Aptisi Transactions on Management (ATM)"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"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/9197c393be73","api":"https://metacan.xera.ac/api/v1/cohort?venue=Aptisi+Transactions+on+Management+%28ATM%29"},"results":[{"id":"W3128072447","doi":"10.33050/atm.v5i1.1497","title":"The Impact of the Covid-19 Pandemic on Retail Consumer Behavior","year":2021,"lang":"en","type":"article","venue":"Aptisi Transactions on Management (ATM)","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Retail sales; Coronavirus disease 2019 (COVID-19); Business; Pandemic; Marketing; Product (mathematics); Consumer behaviour; Advertising; Retail market","score_opus":0.06965402157171785,"score_gpt":0.3113598042065431,"score_spread":0.24170578263482523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128072447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99199766,0.00010028144,0.00007127191,0.00027088594,0.0000066055536,0.0000205114,0.00046398907,0.000002304482,0.0070665125],"genre_scores_gemma":[0.9987344,0.00014325485,0.0000853787,0.000117819116,0.000005676315,0.000014222184,0.00027076944,0.0000021350547,0.000626381],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895334,0.00046588003,0.000063327934,0.00008552505,0.0002752315,0.00015668494],"domain_scores_gemma":[0.9947036,0.0020977457,0.0017591733,0.00017268884,0.00093220285,0.0003344546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011565594,0.00010794843,0.0001428971,0.00089405745,0.0005313757,0.0014010438,0.00018458927,0.00033779195,0.0035856785],"category_scores_gemma":[0.0048093214,0.00010272665,0.00022660219,0.001262363,0.000545748,0.0007875267,0.00062396727,0.0005528877,0.00033867112],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004315969,0.00011272409,0.9886884,0.000031047442,0.000025796984,0.00008570781,0.002675214,0.00005546636,0.00015366792,0.00026485504,0.0005568374,0.007307079],"study_design_scores_gemma":[9.543827e-7,0.0000728674,0.98858124,0.000022682416,0.000008557148,0.00004406555,0.0100955,0.00013276248,0.00008398456,0.000045164772,0.00090672105,0.0000056037647],"about_ca_topic_score_codex":0.019566188,"about_ca_topic_score_gemma":0.03561718,"teacher_disagreement_score":0.019566188,"about_ca_system_score_codex":0.0010228115,"about_ca_system_score_gemma":0.0005498252,"threshold_uncertainty_score":0.038904607},"labels":[],"label_agreement":null}]}