{"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":"ddf06f7e54bc","filters":{"venue":"Business Research Proceedings"}},"results":[{"id":"W4365145206","doi":"10.51300/brp-2023-73","title":"How Can Feelings of Nostalgia Facilitate Sustainable Consumer Choices?","year":2023,"lang":"en","type":"article","venue":"Business Research Proceedings","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Feeling; Social connectedness; Psychology; Social psychology; Aesthetics; Sociology; Art","authors":[{"name":"Ngan Vo","is_ca":true},{"name":"Rajesh V. Manchanda","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1249602731447446,"gpt":0.3876888849519975,"spread":0.2627286118072529,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001661719,0.0002908392,0.0004269632,0.001218524,0.0004009405,0.0003185514,0.0007141947,0.0002419207,0.000478074],"category_scores_gemma":[0.001273912,0.000275786,0.0000984834,0.005364507,0.0007676086,0.0004510835,0.0004781788,0.0006164336,0.0005473997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001071592,"about_ca_system_score_gemma":0.0002969466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003387084,"about_ca_topic_score_gemma":0.00002585105,"domain_scores_codex":[0.9958829,0.00006747738,0.0003906004,0.0007669133,0.001122446,0.001769631],"domain_scores_gemma":[0.9938528,0.000247149,0.0001529556,0.0003760933,0.005097956,0.0002730244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001222259,0.0009738777,0.4458087,0.005605467,0.0004796896,0.001038028,0.02583752,9.995982e-7,0.1448622,0.05416511,0.2835472,0.03645894],"study_design_scores_gemma":[0.002493219,0.0002446207,0.6254926,0.0002329098,0.00007133934,0.0000545808,0.06327599,0.00001537131,0.006272287,0.002031097,0.2990461,0.0007698466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822768,0.0004220998,0.000007977192,0.004097185,0.0002356079,0.001107168,0.00007024136,0.000298919,0.01148401],"genre_scores_gemma":[0.8380905,0.00009943255,0.00004062578,0.00002283021,0.00007182654,0.0004876092,0.00003695736,0.00006639647,0.1610838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1796839,"threshold_uncertainty_score":0.9999694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}