{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":173,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":173,"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"},"query_hash":"4e0c6d8ec269","filters":{"topic":"Nostalgia and Consumer Behavior"}},"results":[{"id":"W1982140935","doi":"10.1080/10548408.2011.563168","title":"Investigating the Memorable Experiences of the Senior Travel Market: An Examination of the Reminiscence Bump","year":2011,"lang":"en","type":"article","venue":"Journal of Travel & Tourism Marketing","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":173,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Reminiscence; Tourism; Psychology; Autobiographical memory; Identity (music); Aesthetics; History; Recall; Cognitive psychology; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.0375252621916417,"gpt":0.281001666423343,"spread":0.2434764042317013,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005460623,0.0001935042,0.0003320092,0.00008202894,0.0002873397,0.00002812871,0.001173252,0.000124004,0.0007016207],"category_scores_gemma":[0.0006963544,0.00009940885,0.0002530341,0.0003515942,0.0005455948,0.000196564,0.00009805389,0.0005524333,8.186303e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002494134,"about_ca_system_score_gemma":0.0001379814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001062323,"about_ca_topic_score_gemma":0.000008268594,"domain_scores_codex":[0.9960254,0.00183,0.00102999,0.0002018316,0.0006152785,0.0002975246],"domain_scores_gemma":[0.9965458,0.0006170279,0.001922059,0.0005541106,0.0002758044,0.0000851965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005270155,0.000799953,0.1360165,0.0001655453,0.0002581354,0.00004865453,0.5861467,0.000003063607,0.1431049,0.0002911429,0.002970285,0.1296681],"study_design_scores_gemma":[0.0003584045,0.00008942522,0.8317164,0.0003164057,0.0001302687,0.0001777762,0.1371344,0.0000382262,0.02982338,0.00007803171,0.00002788262,0.0001094325],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825513,0.0002550512,0.00005189385,0.0002416574,0.001132151,0.0002444067,0.000004076426,0.000004512516,0.01551493],"genre_scores_gemma":[0.9972519,0.00001227423,0.001073851,0.00007540041,0.0001429715,0.00001269689,1.538217e-7,0.00002269772,0.001408089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6956999,"threshold_uncertainty_score":0.7682255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2121227792","doi":"10.1509/jmkg.67.3.19.18657","title":"Teaching Old Brands New Tricks: Retro Branding and the Revival of Brand Meaning","year":2003,"lang":"en","type":"article","venue":"Journal of Marketing","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":132,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kellogg's (Canada); York University","funders":"","keywords":"Antinomy; Arcadia; Advertising; Meaning (existential); Brand management; Element (criminal law); Revels; Sociology; Business; Aesthetics; Art; Political science; Epistemology; Law; Philosophy; Literature","retraction":null,"screen_n_in":null,"score":{"opus":0.01781864504823992,"gpt":0.2938719999834402,"spread":0.2760533549352003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01160549,0.0001403822,0.0004544411,0.0001540732,0.0001789677,0.00004023403,0.0001792924,0.00007824154,0.0003259605],"category_scores_gemma":[0.002649688,0.00009390242,0.0001997762,0.0001436989,0.00008496255,0.0001393828,0.00002914081,0.0006397931,0.000001462015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002147129,"about_ca_system_score_gemma":0.00005046901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005283717,"about_ca_topic_score_gemma":0.000002075693,"domain_scores_codex":[0.9966745,0.001881511,0.0007723205,0.000141657,0.000287837,0.0002421555],"domain_scores_gemma":[0.9964511,0.002373275,0.0008295765,0.0001706278,0.00006969496,0.0001057173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01339537,0.0001824943,0.5278752,0.0002143331,0.0007400266,0.0001975869,0.02084208,0.000003455359,0.01136013,0.01208577,0.005729818,0.4073737],"study_design_scores_gemma":[0.1242901,0.001260789,0.6811092,0.007600578,0.00485787,0.01421685,0.03598316,0.00009503007,0.00310649,0.006091503,0.1193288,0.002059482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608496,0.003881611,0.000623016,0.0004732352,0.0006071342,0.0001204173,7.873027e-7,0.000007987661,0.0334362],"genre_scores_gemma":[0.9961618,0.00009627877,0.001185903,0.00009668367,0.000213519,8.636803e-7,1.408123e-7,0.00002101633,0.002223772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4053143,"threshold_uncertainty_score":0.4022253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079452378","doi":"10.1177/1469540512446879","title":"Grief, commiseration, and consumption following the death of a celebrity","year":2012,"lang":"en","type":"article","venue":"Journal of Consumer Culture","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":89,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Grief; Feeling; Narrative; Consumption (sociology); Mythology; Identity (music); Advertising; Psychology; Social psychology; Sociology; Aesthetics; Art; Psychotherapist; Literature","retraction":null,"screen_n_in":null,"score":{"opus":0.03952573129446142,"gpt":0.3397156464528995,"spread":0.3001899151584381,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004943067,0.000118096,0.0002443588,0.0000454445,0.0001215956,0.0000281719,0.000136225,0.0001137908,0.0002395948],"category_scores_gemma":[0.00004504688,0.00007190522,0.0001501505,0.00006129468,0.00009725256,0.0002344437,0.00002295352,0.0003341012,0.00001886525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001385363,"about_ca_system_score_gemma":0.0000277703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002961054,"about_ca_topic_score_gemma":0.000005349985,"domain_scores_codex":[0.9989308,0.0001910122,0.0004100085,0.00007471324,0.0002078239,0.0001856699],"domain_scores_gemma":[0.9990765,0.00009442661,0.0003741336,0.0001716492,0.0001696813,0.0001136409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007289596,0.0001612634,0.9743894,0.00001420591,0.0002508784,0.00001126202,0.005295537,6.847232e-8,0.005688478,0.004062737,0.006440723,0.003612563],"study_design_scores_gemma":[0.001546407,0.00008873182,0.9420057,0.00006768524,0.000733087,0.000737286,0.001711258,5.07846e-7,0.001546522,0.0003027654,0.05110682,0.0001532224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724356,0.02495686,0.0001037569,0.0002309816,0.0008341668,0.0001241635,0.000008606334,0.00000689517,0.001298983],"genre_scores_gemma":[0.9988427,0.0002021212,0.0002597571,0.0001406843,0.0001053861,0.000004319556,0.000002090791,0.000009081228,0.0004338462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0446661,"threshold_uncertainty_score":0.293221,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2755130001","doi":"10.1093/jcr/ucx100","title":"Creating a Consumable Past: How Memory Making Shapes Marketization","year":2017,"lang":"en","type":"article","venue":"Journal of Consumer Research","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":68,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Marketization; Hegemony; Capitalism; Redress; Socialism; Consumption (sociology); State socialism; Political economy; Sociology; Economic system; Acquiescence; Politics; Communism; Economics; Market economy; Political science; Social science; China; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.1596590901983301,"gpt":0.4677260116441189,"spread":0.3080669214457888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003903355,0.0001754719,0.0003841513,0.0005080194,0.00115667,0.0007930217,0.0009575834,0.0001644766,0.002714345],"category_scores_gemma":[0.001282389,0.0001538148,0.0001661993,0.0001586975,0.000574916,0.0005214793,0.0002232932,0.001043184,0.000220412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008804148,"about_ca_system_score_gemma":0.0002328666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001029206,"about_ca_topic_score_gemma":0.00003170912,"domain_scores_codex":[0.9967873,0.0007819295,0.0004993198,0.0002748944,0.0009869203,0.0006697151],"domain_scores_gemma":[0.9964035,0.0007577889,0.0007287602,0.0006379297,0.001264057,0.0002079754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001103192,0.0003650768,0.6364232,0.00009369804,0.0005221781,0.001658843,0.002228975,8.291177e-7,0.01045383,0.001422902,0.03645312,0.3092742],"study_design_scores_gemma":[0.00458248,0.0004221949,0.9003829,0.0009006984,0.0002633533,0.001562811,0.006166778,0.00007971927,0.001307194,0.0007764705,0.08302152,0.0005339328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9274597,0.004162206,0.0002522713,0.002805521,0.0009536648,0.0003744146,0.00001149908,0.00002378008,0.06395692],"genre_scores_gemma":[0.9875571,0.0001273428,0.000528636,0.00003651587,0.0002983751,0.00002115998,0.000001016539,0.00004070449,0.01138919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3087403,"threshold_uncertainty_score":0.9981973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2897634444","doi":"10.1027/1864-9335/a000350","title":"Regaining In-Group Continuity in Times of Anxiety About the Group’s Future","year":2018,"lang":"en","type":"article","venue":"Social Psychology","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Centro de Estudios de Conflicto y Cohesión Social","keywords":"Group (periodic table); Psychology; Social psychology; Anxiety; Developmental psychology; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.02724703904767196,"gpt":0.3706649070790799,"spread":0.3434178680314079,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006770149,0.0001718638,0.0003533941,0.0001255345,0.0001050144,0.000009764432,0.0004044713,0.0004237973,0.001966119],"category_scores_gemma":[0.00001899903,0.0001443357,0.0001161176,0.000469825,0.0007093804,0.00005099309,0.00006259784,0.0005088574,0.000153613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002917735,"about_ca_system_score_gemma":0.00001920574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003587523,"about_ca_topic_score_gemma":0.001928843,"domain_scores_codex":[0.9980392,0.0004908771,0.0004429344,0.0004253257,0.0001218848,0.0004797034],"domain_scores_gemma":[0.9992581,0.00007600241,0.0001839517,0.0003936784,0.00005211201,0.00003615451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005866782,0.0005696685,0.6210924,0.000007045136,0.00005726086,0.00003040723,0.03037426,9.741215e-9,0.002281204,0.099379,0.01583872,0.2297833],"study_design_scores_gemma":[0.001657627,0.0001459962,0.9481859,0.00001005772,0.00001799387,0.00001316424,0.003561712,2.761904e-7,0.00001455543,0.003734563,0.04251133,0.0001468563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9004041,0.0005913737,0.00001576922,0.001602633,0.002430364,0.000277576,0.00001468364,0.00003356534,0.09462996],"genre_scores_gemma":[0.997252,0.0000349154,0.00006039321,0.001153236,0.0008599558,0.00006372664,0.000009262353,0.00002402908,0.0005424579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3270935,"threshold_uncertainty_score":0.9989462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2997252586","doi":"10.1177/1461444820914869","title":"The commodification of time and memory: Online communities and the dynamics of commercially produced nostalgia","year":2020,"lang":"en","type":"article","venue":"New Media & Society","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Commodification; Dynamics (music); Politics; Identification (biology); Sociology; Work (physics); Aesthetics; Economics; Political science; Art; Law; Economy; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.04214052984516319,"gpt":0.2865083076437422,"spread":0.244367777798579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003262469,0.0001064296,0.000241442,0.000006075853,0.00015405,0.00001555564,0.0002625573,0.00007892041,0.00004282561],"category_scores_gemma":[0.00005824884,0.00006701899,0.00007687108,0.0001033921,0.001026345,0.00003110924,0.0001135881,0.0002524263,0.000003068336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009522992,"about_ca_system_score_gemma":0.00005970385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009021391,"about_ca_topic_score_gemma":0.0006478239,"domain_scores_codex":[0.9991298,0.0002269926,0.0002633472,0.0001101271,0.0001466739,0.0001230181],"domain_scores_gemma":[0.9984062,0.000905198,0.0001765178,0.000363472,0.00008499621,0.00006366389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0009984504,0.0003787123,0.02666545,0.0001487182,0.0005564967,9.004332e-7,0.739157,0.00000112265,0.0171353,0.01337819,0.03474069,0.166839],"study_design_scores_gemma":[0.01515142,0.0004725384,0.5939475,0.0001144679,0.001207579,0.00002283184,0.3752407,0.005564372,0.002655991,0.001366687,0.003598604,0.0006572116],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712482,0.001499655,0.00002056566,0.02643249,0.000108799,0.0003591835,0.0001378102,0.00002031724,0.0001729812],"genre_scores_gemma":[0.9983613,0.0005464983,0.0001729909,0.0005434161,0.00005523095,0.00001069362,0.000131779,0.00001488238,0.0001632361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5672821,"threshold_uncertainty_score":0.378161,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3147973173","doi":"10.3389/fpos.2021.633688","title":"Different Pasts for Different Political Folk: Political Orientation Predicts Collective Nostalgia Content","year":2021,"lang":"en","type":"article","venue":"Frontiers in Political Science","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Openness to experience; Conservatism; Politics; Social psychology; Biology and political orientation; Status quo; Psychology; Sociology; Aesthetics; Political science; Law; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.04030476120570874,"gpt":0.3327529184841154,"spread":0.2924481572784066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003173244,0.0003889771,0.0005932978,0.0003210132,0.0003167341,0.0001568129,0.0004922028,0.0002371805,0.000233702],"category_scores_gemma":[0.00107028,0.0003379495,0.000213973,0.000674619,0.00181771,0.0002038566,0.0002224149,0.0003961817,0.00002846225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002167861,"about_ca_system_score_gemma":0.0007654455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002590466,"about_ca_topic_score_gemma":0.00004186176,"domain_scores_codex":[0.9932505,0.0002424808,0.0006714282,0.001214129,0.0008262831,0.003795198],"domain_scores_gemma":[0.9966121,0.0004618073,0.00006925979,0.0005679087,0.0004169456,0.001871918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001398135,0.0008069692,0.2393164,0.00002130981,0.00002939245,0.00006829408,0.0003539838,5.790559e-8,0.001090386,0.7563217,0.001049074,0.0008026341],"study_design_scores_gemma":[0.002717528,0.0004128564,0.9024402,0.00006527029,0.0001222908,0.00006315265,0.008692001,0.0002238294,0.01377127,0.07083423,0.0001850493,0.0004722923],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571429,0.0001110554,0.02091339,0.00386967,0.005598488,0.001005398,0.0003608112,0.00008866133,0.01090959],"genre_scores_gemma":[0.9949811,9.416294e-7,0.001237704,0.0009688543,0.0001967714,0.0004314628,0.0000527493,0.00003345553,0.002096934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6854874,"threshold_uncertainty_score":0.9999073,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899300783","doi":"10.1108/jpbm-08-2017-1546","title":"Blending the past and present in a retro branded music concert: the impact of nostalgia proneness","year":2018,"lang":"en","type":"article","venue":"Journal of Product & Brand Management","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal; Université du Québec à Chicoutimi","funders":"","keywords":"Originality; Feeling; Value (mathematics); Set (abstract data type); Advertising; Psychology; Experiential learning; Consumer behaviour; Marketing; Social psychology; Business; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.03043220421429951,"gpt":0.3401318223062416,"spread":0.309699618091942,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001159938,0.0001582742,0.0002815697,0.0001607274,0.0001072977,0.00004893166,0.0003456764,0.0000310394,0.0003064827],"category_scores_gemma":[0.00002081053,0.00007836454,0.0001239261,0.0002860407,0.000280399,0.0001217258,0.0001248717,0.0002242005,0.000005877893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004898891,"about_ca_system_score_gemma":0.00003675314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001584958,"about_ca_topic_score_gemma":0.00002892805,"domain_scores_codex":[0.9984785,0.000223038,0.000509912,0.0002142397,0.0002771626,0.000297117],"domain_scores_gemma":[0.9989158,0.00006775586,0.0004122974,0.0004236831,0.000125058,0.0000554406],"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":[0.008415115,0.002216599,0.4063776,0.0005107378,0.002993822,0.0005174966,0.04440648,0.0000514045,0.02196044,0.003131972,0.07296391,0.4364544],"study_design_scores_gemma":[0.003186946,0.0005466752,0.9888997,0.0001380055,0.000278757,0.0001673192,0.002183283,0.000006692938,0.0008846779,0.0003612526,0.003208187,0.000138504],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927998,0.001522459,0.00006078578,0.001861839,0.0006463916,0.0008315552,0.000003783816,0.000005249305,0.00226811],"genre_scores_gemma":[0.99861,0.00009107051,0.00003620374,0.00004162042,0.0003659728,0.00002226833,6.163867e-7,0.0000150048,0.0008172875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5825221,"threshold_uncertainty_score":0.335577,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965977443","doi":"10.1080/07053436.2007.10707762","title":"Narcissism and Neo-Liberalism : Work, Leisure, and Alienation in an Era of Consumption","year":2007,"lang":"en","type":"article","venue":"Loisir et Société / Society and Leisure","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Narcissism; Pleasure; Social psychology; Identity (music); Psychology; Consumerism; Emptiness; Sociology; Liberalism; Alienation; Consumption (sociology); Aesthetics; Political science; Social science; Psychotherapist; Law; Epistemology","retraction":null,"screen_n_in":null,"score":{"opus":0.0380877837364419,"gpt":0.3630669528051715,"spread":0.3249791690687296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008096154,0.0002076736,0.0003384803,0.00004319716,0.0001162545,0.00004881772,0.00007467879,0.0004187595,0.0001252374],"category_scores_gemma":[0.000007459977,0.0002081509,0.00008100748,0.0001626651,0.000319443,0.0002601278,0.00004983615,0.0004905679,0.000003017057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002339913,"about_ca_system_score_gemma":0.00002238315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001956032,"about_ca_topic_score_gemma":0.0001611466,"domain_scores_codex":[0.9985994,0.000145742,0.0003505189,0.0004166616,0.0001751814,0.0003124565],"domain_scores_gemma":[0.9992405,0.0002247914,0.0001419359,0.0001939946,0.00006301799,0.0001357227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001294264,0.0001994648,0.8696846,0.00006570102,0.00006111294,0.0000113709,0.02295041,5.774627e-7,0.001423316,0.006431299,0.0002876438,0.0987551],"study_design_scores_gemma":[0.00200807,0.00008882264,0.9910327,0.0000582782,0.00006643533,0.00001879595,0.00446649,0.000008412682,0.0001324965,0.0004657463,0.001417429,0.0002363175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950592,0.003472931,0.0001047093,0.0005555915,0.0002005069,0.0003027808,0.00002027258,0.00004306491,0.000240961],"genre_scores_gemma":[0.9981605,0.0005941151,0.0004765283,0.0003221611,0.00004619351,0.00001777048,0.000040168,0.00002491017,0.0003176409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1213481,"threshold_uncertainty_score":0.8488148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4364377010","doi":"10.1016/j.jretconser.2023.103358","title":"The influence of a lockdown on consumption: An exploratory study on generation Z's consumers","year":2023,"lang":"en","type":"article","venue":"Journal of Retailing and Consumer Services","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Consumption (sociology); Crisis response; Coping (psychology); Coronavirus disease 2019 (COVID-19); Social psychology; Psychological resilience; Psychology; Social distance; Distancing; Grounded theory; Qualitative research; Consumer behaviour; Exploratory research; Advertising; Sociology; Marketing; Business; Public relations; Political science; Social science; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.05733725516009581,"gpt":0.3458124991781042,"spread":0.2884752440180084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001004694,0.0001879312,0.0003046052,0.0002292731,0.0002932335,0.00008186045,0.0002836286,0.00008952095,0.00002934662],"category_scores_gemma":[0.00002427056,0.0001302747,0.00007513363,0.0002310931,0.0001725393,0.0001948608,0.00003421427,0.0003277457,0.00008563719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001434353,"about_ca_system_score_gemma":0.00006055879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004249822,"about_ca_topic_score_gemma":0.0001882026,"domain_scores_codex":[0.9981444,0.000404463,0.0006306534,0.0002437336,0.0003488408,0.0002278666],"domain_scores_gemma":[0.9982417,0.0003778818,0.0005462754,0.0003970189,0.0003061251,0.0001309652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001288023,0.0007840313,0.9016734,0.00008110888,0.0007267524,0.0002461359,0.0215178,0.0002281397,0.01351153,0.0005487239,0.000220649,0.05917376],"study_design_scores_gemma":[0.003381416,0.003026234,0.9329754,0.0003104833,0.0005767334,0.0001197681,0.054744,0.0001465516,0.002064529,0.00009535673,0.002152684,0.0004068758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997178,0.001752304,0.000001175344,0.00016899,0.0005879609,0.0002226972,0.000008786392,0.00003187383,0.00004821734],"genre_scores_gemma":[0.9992408,0.0004316875,0.000008976522,0.0001199389,0.00005283626,0.00001847598,0.000003060781,0.00001828742,0.0001059245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05876688,"threshold_uncertainty_score":0.5312449,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3099295839","doi":"10.2196/22007","title":"A Cognitive-Based Board Game With Augmented Reality for Older Adults: Development and Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Augmented reality; Psychology; Session (web analytics); Cognition; Usability; Applied psychology; Task (project management); Social psychology; Computer science; Human–computer interaction; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.03294568241231281,"gpt":0.3349494471796605,"spread":0.3020037647673477,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000141154,0.0002652565,0.000351356,0.00003868523,0.00009416878,0.00004362033,0.0001191884,0.0000815578,0.0002188965],"category_scores_gemma":[0.00002897971,0.0002215774,0.00004378878,0.0001554073,0.0001308279,0.00005236004,0.00004412149,0.000139756,0.00002326716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003560834,"about_ca_system_score_gemma":0.0001090788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001399556,"about_ca_topic_score_gemma":0.0002589364,"domain_scores_codex":[0.9982641,0.0001388785,0.0003287574,0.0007194406,0.0001911624,0.0003576046],"domain_scores_gemma":[0.99916,0.0001248445,0.0001130937,0.0002538297,0.0001341259,0.0002140948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008117701,0.002808155,0.603358,0.0002345451,0.0003069387,0.00008723354,0.04468782,1.94128e-7,0.0001009901,0.00001456084,0.0007140407,0.3395698],"study_design_scores_gemma":[0.009085394,0.001492135,0.9724274,0.00007582767,0.0001251928,0.000004314017,0.01301708,0.00001084097,0.0004516529,0.000003613152,0.00297854,0.0003279645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939174,0.0001039673,0.0006127207,0.0006906154,0.00007977951,0.004201619,0.00009669201,0.0001689356,0.0001282362],"genre_scores_gemma":[0.9957314,5.63958e-7,0.0005204245,0.000559383,0.00002768357,0.002924753,0.00004959933,0.00003584471,0.0001503885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3690695,"threshold_uncertainty_score":0.9035664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2219346875","doi":"10.54055/ejtr.v3i1.42","title":"Dracula’s image in tourism: Western bloggers versus tour guides","year":2010,"lang":"en","type":"article","venue":"European Journal of Tourism Research","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Tourism; Destinations; Advertising; Taste; Power (physics); Sociology; Perception; Value (mathematics); Order (exchange); Interpretation (philosophy); Aesthetics; Media studies; History; Psychology; Art; Business; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.1002567023359937,"gpt":0.4281700362298658,"spread":0.327913333893872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006869389,0.0002304924,0.0003664439,0.0009104525,0.0001574903,0.0001955852,0.001288226,0.000102635,0.002934434],"category_scores_gemma":[0.0004485107,0.0002027696,0.0002193887,0.0004487108,0.0003781501,0.0002815951,0.0002728704,0.003237217,0.001788188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006162665,"about_ca_system_score_gemma":0.0001680565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001678912,"about_ca_topic_score_gemma":0.0001041211,"domain_scores_codex":[0.9947363,0.002139361,0.0009066923,0.0003647795,0.0009570376,0.0008958875],"domain_scores_gemma":[0.9975694,0.0004810341,0.0002852941,0.000667889,0.0005711916,0.0004251586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003647097,0.001516695,0.042024,0.00003532289,0.0003141122,0.09791536,0.006883105,0.000002453576,0.1337589,0.0003097376,0.5216739,0.1919193],"study_design_scores_gemma":[0.01212083,0.002194595,0.7162559,0.0001731993,0.00009608841,0.00154404,0.004193357,0.000003383071,0.00364679,0.0002089084,0.2588679,0.0006949784],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9085847,0.0003193117,0.00002687845,0.001739578,0.002255884,0.0001748565,0.000005990415,0.00002098542,0.08687178],"genre_scores_gemma":[0.9867036,0.00003492758,0.001456158,0.00006081838,0.001294037,0.000004652153,0.000002050002,0.00009062255,0.01035309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6742319,"threshold_uncertainty_score":0.9990624,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3033762523","doi":"10.1002/cb.1832","title":"Nostalgia prompts sustainable product disposal","year":2020,"lang":"en","type":"article","venue":"Journal of Consumer Behaviour","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"China Scholarship Council","keywords":"Product (mathematics); Social psychology; Psychology; Reuse; Aesthetics; Sociology; Marketing; Business; Art; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.02668535053209388,"gpt":0.3051186157980952,"spread":0.2784332652660013,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000403463,0.000322829,0.0005678282,0.000188805,0.0001318541,0.00009999762,0.0005467274,0.0001342312,0.002851271],"category_scores_gemma":[0.0001482411,0.0002812641,0.0003184832,0.0003959617,0.0001583399,0.0003832475,0.0001106768,0.0007614398,0.0004461792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006324667,"about_ca_system_score_gemma":0.0003486176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008378182,"about_ca_topic_score_gemma":0.000002604655,"domain_scores_codex":[0.9972744,0.0002008926,0.0009313225,0.0003850118,0.0005307058,0.0006776967],"domain_scores_gemma":[0.9976836,0.00006367553,0.0006444254,0.0003874075,0.0006718499,0.0005490315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009095644,0.0009168676,0.9125465,0.00007218884,0.0002974167,0.005233592,0.004701481,8.650609e-7,0.008185074,0.001078091,0.04225349,0.02380483],"study_design_scores_gemma":[0.004325713,0.001086958,0.9282911,0.00007123644,0.001292643,0.00193311,0.004976075,0.000001865285,0.005338235,0.0001333103,0.05174408,0.0008056213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910961,0.003633759,0.0001619764,0.002563274,0.001060421,0.0004805873,0.0000237681,0.00006265813,0.000917418],"genre_scores_gemma":[0.9960794,0.00002743867,0.0003924556,0.0002674022,0.0003231436,0.00002127618,0.000006572596,0.0000655029,0.002816851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02299921,"threshold_uncertainty_score":0.9999639,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3047866840","doi":"10.1177/0963721420924766","title":"Days of Future Past: Concerns for the Group’s Future Prompt Longing for Its Past (and Ways to Reclaim It)","year":2020,"lang":"en","type":"article","venue":"Current Directions in Psychological Science","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Vitality; Psychology; Collective action; Feeling; Salient; Social psychology; Politics; Existentialism; Content (measure theory); Group (periodic table); Rhetoric; Aesthetics; Epistemology; Political science; Law; Art; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.1336355435951395,"gpt":0.4349639188074489,"spread":0.3013283752123094,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005520341,0.0001921075,0.0002446834,0.0001097603,0.0004553791,0.00005742748,0.0006268402,0.0001110983,0.0001453587],"category_scores_gemma":[0.0001399648,0.0001274888,0.0001084691,0.001295506,0.0004032962,0.0001169323,0.0001035175,0.0003030839,0.00001596322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003978638,"about_ca_system_score_gemma":0.00001950992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003679211,"about_ca_topic_score_gemma":0.00001435079,"domain_scores_codex":[0.998023,0.00004627793,0.0003582012,0.0008494084,0.0002181285,0.0005049386],"domain_scores_gemma":[0.9989438,0.0002652398,0.0001106006,0.0003175105,0.0001411898,0.0002216764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004725021,0.0009260559,0.02642209,0.00006901012,0.00002496677,0.00000322816,0.00677033,0.00001016915,0.007067145,0.04046417,0.03178739,0.8859829],"study_design_scores_gemma":[0.001862513,0.001164395,0.3670762,0.00009506461,0.00009274028,0.0000255786,0.004914434,0.0002181867,0.0003449146,0.0006164472,0.6230611,0.0005284787],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8672278,0.007765382,0.04250912,0.04992405,0.02338705,0.006521228,0.0004387457,0.0002482637,0.001978374],"genre_scores_gemma":[0.9952277,0.0001675055,0.001160432,0.0006191389,0.001407228,0.001353367,0.000007487304,0.00001448611,0.00004265546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8854545,"threshold_uncertainty_score":0.5198842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1602342519","doi":"10.25071/1916-4467.22342","title":"Hitler's Car as Curriculum Text: Reading Adolescents Reading History","year":2010,"lang":"en","type":"article","venue":"Journal of the Canadian Association for Curriculum Studies","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Reading (process); Consolation; Psychoanalytic theory; Psychology; Curriculum; Psychoanalysis; Developmental psychology; Social psychology; Sociology; Literature; Pedagogy; Political science; Art; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.02013675325387004,"gpt":0.3065713869631264,"spread":0.2864346337092564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009865183,0.0002131578,0.0004082677,0.0002783966,0.000528697,0.0000453042,0.0004467141,0.0002254882,0.0001588434],"category_scores_gemma":[0.001499778,0.0001625823,0.0005009198,0.0002093953,0.0000786811,0.0001579833,0.00004244848,0.0007503853,0.0001122512],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004072071,"about_ca_system_score_gemma":0.0005199941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01770521,"about_ca_topic_score_gemma":0.09867425,"domain_scores_codex":[0.9981169,0.0001412279,0.0005693527,0.0002042323,0.0004197121,0.0005485974],"domain_scores_gemma":[0.9971014,0.000109627,0.001229104,0.0002585958,0.000997674,0.0003036338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006450664,0.00007991533,0.6501474,0.00001724346,0.000515751,0.00002002756,0.002374989,6.337221e-7,0.0003391488,0.00247908,0.3431183,0.0009010644],"study_design_scores_gemma":[0.001835679,0.0001421731,0.3464357,0.0003409026,0.001230032,0.0001778248,0.006764421,0.000006736803,0.00008196275,0.0008890389,0.6415381,0.0005574761],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566127,0.001970091,0.000002104627,0.00412952,0.02898712,0.000525614,0.00005127447,0.00002773161,0.007693821],"genre_scores_gemma":[0.9839224,0.00002796153,0.00006625309,0.0004807268,0.0006660595,0.00002965794,0.000002313872,0.00003327569,0.01477131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3037117,"threshold_uncertainty_score":0.9997511,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1950682353","doi":"10.1111/psyp.12438","title":"Right‐frontal cortical asymmetry predicts increased proneness to nostalgia","year":2015,"lang":"en","type":"article","venue":"Psychophysiology","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Sadness; Trait; Feeling; Loneliness; Personality; Big Five personality traits; Electroencephalography; Frontal lobe; Neural correlates of consciousness; Developmental psychology; Social psychology; Anger; Neuroscience; Cognition","retraction":null,"screen_n_in":null,"score":{"opus":0.03249327526249128,"gpt":0.3334710926198312,"spread":0.3009778173573399,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000226935,0.0003620533,0.00049906,0.0002053071,0.0001069134,0.00002559681,0.0005036081,0.0003468405,0.001489912],"category_scores_gemma":[0.000100956,0.0003266147,0.0001298689,0.0003870529,0.0002186762,0.00009271345,0.0001423493,0.0004272012,0.007687082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008443782,"about_ca_system_score_gemma":0.0001135129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004958635,"about_ca_topic_score_gemma":0.00002736605,"domain_scores_codex":[0.9971376,0.0004018716,0.0004635377,0.0008796799,0.0002851612,0.0008321491],"domain_scores_gemma":[0.9978727,0.0001313601,0.0001006202,0.0008944704,0.0001554613,0.0008453713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01462353,0.006552478,0.1382463,0.0000726315,0.0008132205,0.001180793,0.006445582,0.000006390714,0.5125463,0.007648683,0.2837091,0.028155],"study_design_scores_gemma":[0.005408488,0.002113392,0.9607524,0.00002874082,0.0001715289,0.0001790326,0.0009427144,0.00001610921,0.004405959,0.001885818,0.02317366,0.0009221206],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755055,0.0001788303,0.0002828524,0.0003943183,0.004295678,0.000715994,0.00008825864,0.0002452463,0.0182933],"genre_scores_gemma":[0.9956785,0.000001704603,0.000568347,0.001231398,0.000412696,0.0003687786,0.0001184128,0.00006232593,0.001557845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8225061,"threshold_uncertainty_score":0.9999186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3011495993","doi":"10.1177/0146167220907468","title":"Sexual Nostalgia as a Response to Unmet Sexual and Relational Needs: The Role of Attachment Avoidance","year":2020,"lang":"en","type":"article","venue":"Personality and Social Psychology Bulletin","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Closeness; Psychology; Feeling; Romance; Social psychology; Sexual attraction; Autonomy; Sexual desire; Sexual relationship; Developmental psychology; Human sexuality; Sexual behavior; Gender studies; Sociology; Psychoanalysis","retraction":null,"screen_n_in":null,"score":{"opus":0.04285475324861188,"gpt":0.3467635883161288,"spread":0.3039088350675169,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006949652,0.0001884437,0.000289243,0.00005087907,0.000313098,0.00001983602,0.0001673738,0.0002206088,0.001480462],"category_scores_gemma":[0.0000922518,0.00017006,0.00005046188,0.0001793075,0.0005601143,0.00002139792,0.00009758527,0.000372132,0.0002360823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001466361,"about_ca_system_score_gemma":0.00003638983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000222136,"about_ca_topic_score_gemma":0.000007906384,"domain_scores_codex":[0.9979324,0.0007765566,0.0003086639,0.0004645679,0.0002218571,0.0002959149],"domain_scores_gemma":[0.99915,0.0003618503,0.0001138181,0.0001709272,0.00005120761,0.0001521587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.02179617,0.0008653626,0.3817934,0.00007877377,0.0006129449,0.00005831375,0.4202834,7.779726e-7,0.03233901,0.05084284,0.05143612,0.03989287],"study_design_scores_gemma":[0.001255206,0.0006601202,0.7835263,0.000003864536,0.0000844843,0.00004695716,0.03256775,0.00000138671,0.0000203619,0.0003942504,0.1812018,0.0002374915],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8805639,0.0006634256,0.00004020359,0.1164635,0.0001127055,0.0002745044,0.0001331909,0.00002919319,0.001719396],"genre_scores_gemma":[0.9879338,0.000004421401,0.0001026829,0.01063568,0.0001502091,0.00005489296,0.00001448218,0.00001742859,0.001086427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4017329,"threshold_uncertainty_score":0.9994323,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4243384031","doi":"10.1093/analys/ans105","title":"Nostalgia","year":2012,"lang":"en","type":"article","venue":"Analysis","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Aesthetics; Autobiographical memory; Epistemology; Social psychology; Sociology; Philosophy; Cognitive psychology; Recall","retraction":null,"screen_n_in":null,"score":{"opus":0.02707957734394152,"gpt":0.3523299109553251,"spread":0.3252503336113836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001071112,0.00007486234,0.0001451358,0.0001846708,0.00004354605,0.00001027511,0.00009219081,0.00005227942,0.01815255],"category_scores_gemma":[0.000005125223,0.00006747805,0.0002112691,0.0007457051,0.00002461303,0.00006675785,0.00002033117,0.00006201114,0.004492694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000985154,"about_ca_system_score_gemma":0.000003639951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003212625,"about_ca_topic_score_gemma":0.0000209454,"domain_scores_codex":[0.9993297,0.00004569444,0.0001184235,0.0001283439,0.00009235991,0.0002854607],"domain_scores_gemma":[0.9994546,0.00002859039,0.00003529087,0.0003517854,0.00002007084,0.0001096159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005200874,0.0001284637,0.9799055,6.21294e-7,0.001103195,0.000005279232,0.0009482027,1.785591e-7,0.0002905471,0.002580361,0.002892108,0.01214036],"study_design_scores_gemma":[0.0000991356,0.000007040571,0.9829157,3.840137e-7,0.002712047,0.000003001189,0.0004189113,0.00000189337,0.0001562256,0.00001672164,0.01356228,0.0001066874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542556,0.0007893901,0.0004540306,0.00007999263,0.0002769504,0.00003534233,0.000007723142,0.00005159499,0.04404936],"genre_scores_gemma":[0.9882584,0.000002449464,0.00009040567,0.000128225,0.0000663029,0.00001670613,0.00002334957,0.000008107669,0.01140606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03400278,"threshold_uncertainty_score":0.9962824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2078633960","doi":"10.3138/md.50.3.325","title":"Ghosts from an Imperfect Place: Philip Ridley’s Nostalgia","year":2007,"lang":"en","type":"article","venue":"Modern Drama","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"History; Imperfect; Literature; Art; Aesthetics; Art history; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.02060513889152895,"gpt":0.3245340760302099,"spread":0.303928937138681,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000357793,0.000317353,0.0002969423,0.000133481,0.0001530694,0.00007369393,0.0004219916,0.0003138279,0.005995398],"category_scores_gemma":[0.00002155547,0.0003201023,0.0001354496,0.0001535014,0.0001110106,0.0001871946,0.00008540529,0.0003841822,0.003038531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007520098,"about_ca_system_score_gemma":0.00004641711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001762756,"about_ca_topic_score_gemma":0.0004600774,"domain_scores_codex":[0.9977184,0.0001188044,0.0003692849,0.0007475793,0.0003003703,0.0007455442],"domain_scores_gemma":[0.9982922,0.0001723617,0.00009716683,0.001042251,0.00006577553,0.0003302592],"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":[0.001479717,0.001744464,0.3422522,0.00001611328,0.0003019045,0.00142091,0.02310906,0.00000904362,0.07017633,0.001667558,0.009003598,0.5488191],"study_design_scores_gemma":[0.003403816,0.0003313141,0.9714999,0.00003300543,0.0002220268,0.00009719283,0.001216125,0.0002848712,0.007880027,0.00241317,0.01156211,0.001056467],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825758,0.0007245191,0.001522919,0.0001882749,0.001196429,0.0003178659,0.0001247248,0.0002905103,0.01305897],"genre_scores_gemma":[0.9939858,0.000004133113,0.0001950402,0.0004398627,0.0002989004,0.00003112424,0.0001438341,0.00008165644,0.004819643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6292477,"threshold_uncertainty_score":0.9999251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4319963725","doi":"10.1016/j.copsyc.2023.101561","title":"Nostalgia, media, and technologies of the future","year":2023,"lang":"en","type":"review","venue":"Current Opinion in Psychology","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Perspective (graphical); Social media; Relation (database); Psychology; Object (grammar); Domain (mathematical analysis); Coronavirus disease 2019 (COVID-19); Aesthetics; Social psychology; Media studies; Sociology; Political science; Visual arts; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.1712710682691916,"gpt":0.482173144389826,"spread":0.3109020761206344,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002876679,0.0004577546,0.001356505,0.0006202827,0.00004943588,0.0000107433,0.0009696868,0.0009838267,0.0001444857],"category_scores_gemma":[0.00006998175,0.0003134506,0.0003415164,0.001158526,0.0005952985,0.00002825317,0.0003873094,0.001322428,0.0002579705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002772304,"about_ca_system_score_gemma":0.00008183953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007978301,"about_ca_topic_score_gemma":0.0000082989,"domain_scores_codex":[0.9971596,0.0004207504,0.0009746803,0.0008060608,0.0001821662,0.0004567606],"domain_scores_gemma":[0.9977916,0.000336424,0.0005528878,0.001236895,0.00003738818,0.00004482137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006894296,0.0001353915,0.0008090846,0.004289126,0.00005288949,0.000002663887,0.0002496291,1.13964e-9,1.383238e-7,0.003718905,0.01468071,0.9760545],"study_design_scores_gemma":[0.0003944748,0.00003549748,0.003972189,0.006460674,0.0001324681,0.00008231097,0.0003200398,2.156643e-8,7.297644e-8,0.00131056,0.9870089,0.0002827573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004100848,0.9438244,0.000002732139,0.0003410297,0.05427994,0.0008949818,0.0002098278,0.00014936,0.0002567375],"genre_scores_gemma":[0.00001752558,0.9989003,0.00001088411,0.000006882362,0.000338362,0.0005005632,0.00008778602,0.00006652645,0.00007117681],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9757718,"threshold_uncertainty_score":0.9999318,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311230373","doi":"10.1016/j.copsyc.2022.101542","title":"Collective nostalgia as a balm for the distressed social identity","year":2022,"lang":"en","type":"review","venue":"Current Opinion in Psychology","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Identity (music); Social psychology; Social identity theory; Psychoanalysis; Collective identity; Aesthetics; Social group; Art; Politics; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.3043026454087164,"gpt":0.5551049820959268,"spread":0.2508023366872104,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006088115,0.000629028,0.001479359,0.0004337806,0.0005482567,0.00008886589,0.00135392,0.0005349682,0.00631427],"category_scores_gemma":[0.0001206339,0.0005190588,0.0009814132,0.001137942,0.0003250138,0.0001153624,0.0002805166,0.001530128,0.0004268024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004307861,"about_ca_system_score_gemma":0.0006454425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004431664,"about_ca_topic_score_gemma":0.00001147838,"domain_scores_codex":[0.995507,0.00110609,0.001065768,0.001241475,0.0003133787,0.0007662826],"domain_scores_gemma":[0.997031,0.001287965,0.000675454,0.0008547078,0.00006061684,0.00009023424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001347866,0.000760539,0.00006341009,0.002020866,0.0002384525,0.000005812886,0.0009044764,1.22093e-8,6.805873e-8,0.009584757,0.0783267,0.9079601],"study_design_scores_gemma":[0.001410036,0.0001659426,0.000979651,0.0006474794,0.0004668329,0.00008718651,0.0002278607,2.223297e-7,8.062773e-9,0.001785448,0.9937298,0.0004995434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004982339,0.9339905,0.0004098332,0.000193968,0.05785119,0.003501356,0.001256181,0.00006447107,0.002727469],"genre_scores_gemma":[0.00001604597,0.9846233,0.000006627863,0.00005591285,0.0009293574,0.01182839,0.001186848,0.0001105254,0.001243043],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9154031,"threshold_uncertainty_score":0.9997261,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3161982721","doi":"10.1386/ajpc_00024_1","title":"Nosthetics: Instagram poetry and the convergence of digital media and literature","year":2020,"lang":"en","type":"article","venue":"Australasian Journal of Popular Culture","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":16,"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":"Scholarship; Poetry; Aesthetics; Sociology; Art; Space (punctuation); Point (geometry); Literature; Philosophy; Law; Linguistics","retraction":null,"screen_n_in":null,"score":{"opus":0.01898832341214668,"gpt":0.2744531102286188,"spread":0.2554647868164722,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009872768,0.0001481183,0.0002920134,0.00003374988,0.00004193203,0.00008145229,0.000194661,0.0001477809,0.00008166601],"category_scores_gemma":[0.00008023097,0.00008558253,0.0001151811,0.0001586159,0.0003125442,0.0001899648,0.00003434108,0.0005103747,0.000005126863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003680618,"about_ca_system_score_gemma":0.00001541937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000153269,"about_ca_topic_score_gemma":8.471599e-7,"domain_scores_codex":[0.9990841,0.00007657161,0.0003693924,0.0001367568,0.0001842117,0.0001489586],"domain_scores_gemma":[0.9992711,0.00001575466,0.0002768249,0.0001202999,0.0001171307,0.0001988654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00219093,0.0003471834,0.5096142,0.0002223316,0.0008991503,0.003002747,0.362137,9.321677e-7,0.006120843,0.04836697,0.02522419,0.04187352],"study_design_scores_gemma":[0.04286456,0.005117484,0.5510705,0.001816713,0.003685324,0.03410017,0.2013199,0.00001409685,0.003264066,0.01395438,0.1403416,0.002451187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850546,0.007659229,0.0000247901,0.006324619,0.0003569388,0.0001279338,0.0000905082,0.000007472106,0.0003539311],"genre_scores_gemma":[0.9990737,0.0001529976,0.0001365954,0.0001558753,0.00012371,8.415669e-7,0.000008260397,0.00001089314,0.0003371263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1608172,"threshold_uncertainty_score":0.3489954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2980282556","doi":"10.1016/j.jneb.2019.05.601","title":"Back in the Day: Nostalgia Frames Rural Residents’ Perspectives on Diet and Physical Activity","year":2019,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Health Resources and Services Administration; National Cancer Institute; National Cancer Research Institute","keywords":"Thematic analysis; Recreation; Focus group; Psychological intervention; Context (archaeology); Qualitative research; Gerontology; Narrative; Residence; Psychology; Content analysis; Physical activity; Social psychology; Sociology; Medicine; Geography; Anthropology; Demography; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.01898344160721266,"gpt":0.3503987590509867,"spread":0.331415317443774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001886869,0.000101011,0.0001584415,0.0001450194,0.00004701598,0.00006100635,0.00008467201,0.00006427962,0.0003511589],"category_scores_gemma":[0.00001415889,0.00007332627,0.00006035813,0.0001076012,0.00006498778,0.0002359247,0.0000101825,0.0003142168,0.0000481712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003546314,"about_ca_system_score_gemma":0.00003852453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000428447,"about_ca_topic_score_gemma":0.000002845959,"domain_scores_codex":[0.999231,0.0002124057,0.0001511614,0.0001287694,0.0001656485,0.0001110568],"domain_scores_gemma":[0.9994395,0.0001339952,0.0001521812,0.0001326581,0.00008416609,0.00005747922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001134337,0.08109146,0.7095935,0.0001185524,0.00005460117,0.0000372808,0.07448236,8.305493e-8,0.0194968,0.003858054,0.007387828,0.1027452],"study_design_scores_gemma":[0.000913757,0.0005446114,0.9287111,0.0001028845,0.00006877079,0.000125406,0.06874923,3.542779e-7,0.0001381769,0.00008219654,0.0004807815,0.00008276376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967657,0.000557869,0.000001386263,0.001456349,0.0005380035,0.0003288453,0.000009802475,0.000002882765,0.0003391035],"genre_scores_gemma":[0.9991252,0.0001405777,0.00003552388,0.00009060348,0.0001749019,0.00004880799,0.000003247999,0.000007879073,0.0003732017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2191176,"threshold_uncertainty_score":0.3844943,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391785265","doi":"10.1177/19485506241229305","title":"The Topics of Nostalgic Recall: The Benefits of Nostalgia Depend on the Topics That One Recalls","year":2024,"lang":"en","type":"article","venue":"Social Psychological and Personality Science","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":15,"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":"Recall; Psychology; Social psychology; Cognitive psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.1641550711873626,"gpt":0.3904628091151305,"spread":0.2263077379277679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001658666,0.0001561213,0.0001993426,0.00002990525,0.0008027719,0.0001220162,0.0007754768,0.0001473865,0.0004057838],"category_scores_gemma":[0.0001383821,0.0000704566,0.0001362141,0.0005403,0.002786093,0.00006432187,0.0001305602,0.0004561584,0.00002420494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001949024,"about_ca_system_score_gemma":0.00004169667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001472325,"about_ca_topic_score_gemma":0.00005714111,"domain_scores_codex":[0.9979966,0.0002715002,0.0002884901,0.0004745359,0.0005976341,0.0003711868],"domain_scores_gemma":[0.9985551,0.0007834293,0.0001066109,0.0003914392,0.00009443804,0.00006903886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000192388,0.0003508195,0.009844922,0.00003327132,0.00006473591,0.000008183578,0.01070806,1.727728e-7,0.002340042,0.5825754,0.001984371,0.3918976],"study_design_scores_gemma":[0.0002048175,0.0003749345,0.9736233,0.00004400468,0.00005732899,0.00001676359,0.003905159,0.000006720628,0.0004142458,0.01100118,0.0101748,0.0001767698],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9506513,0.001423419,0.00001043968,0.0339978,0.0007812596,0.0003019021,0.00006740694,0.00002463365,0.01274183],"genre_scores_gemma":[0.997229,0.0001192618,0.00002130888,0.0006748917,0.0001753086,0.00002339068,0.000001592539,0.000006250362,0.001749038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9637784,"threshold_uncertainty_score":0.9999278,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2335526394","doi":"10.1177/1470593116635878","title":"The scrapbook as an autobiographical memory tool","year":2016,"lang":"en","type":"article","venue":"Marketing Theory","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Narrative; Journaling file system; Possession (linguistics); Autobiographical memory; Aesthetics; Hobby; Visual arts; Psychology; Art; Computer science; Cognitive psychology; Literature; Linguistics; Philosophy; Recall","retraction":null,"screen_n_in":null,"score":{"opus":0.01080916945578252,"gpt":0.2882603986457682,"spread":0.2774512291899857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006383248,0.0001644888,0.0001263648,0.0000723448,0.0003640427,0.00005651453,0.0004569286,0.0001300639,0.005904627],"category_scores_gemma":[0.0005743138,0.00008849052,0.0001326764,0.0001179248,0.00044998,0.00007282414,0.0000889652,0.0001713162,0.001153854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000017892,"about_ca_system_score_gemma":0.00003363617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001505846,"about_ca_topic_score_gemma":0.000005620406,"domain_scores_codex":[0.9958981,0.002854021,0.0002467123,0.0003735034,0.0001690435,0.0004586244],"domain_scores_gemma":[0.9954414,0.003520864,0.000078615,0.000815275,0.00004301302,0.0001008833],"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":[0.002146047,0.0001143673,0.01282675,0.000003216881,0.00007559717,0.00005330499,0.0003315396,3.651315e-9,0.004773012,0.1050583,0.005288417,0.8693295],"study_design_scores_gemma":[0.002010957,0.0002555802,0.771715,0.0001264228,0.000167614,0.000160207,0.002306113,0.000001096852,0.0006818655,0.07081632,0.1509904,0.0007683592],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9017279,0.0004184786,0.00007137815,0.0008105661,0.0009244859,0.0002111282,0.000007238865,0.0002445677,0.09558426],"genre_scores_gemma":[0.9497494,0.00002061584,0.00005390984,0.0004075565,0.0001571672,0.00009600617,0.00000151171,0.0000401836,0.04947364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8685611,"threshold_uncertainty_score":0.9996238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323362335","doi":"10.18280/ijdne.180114","title":"An Investigation Between Nostalgic Value Resonance and Destination Brand Engagement in Rural Tourism","year":2023,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Direktorat Jenderal Pendidikan Tinggi; Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi","keywords":"Tourism; Value (mathematics); Rural tourism; Advertising; Marketing; Business; Destination image; Destinations; Psychology; Geography; Tourism geography; Computer science; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.02510677472140919,"gpt":0.3237528101776674,"spread":0.2986460354562582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009213882,0.0001200858,0.0001609875,0.0004619805,0.0000533057,0.00007817992,0.0001973744,0.0001849065,0.00001365426],"category_scores_gemma":[0.00007048727,0.0001143403,0.00003290782,0.0001977523,0.00005491875,0.0003409194,0.00003377185,0.0005417609,0.000004677334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006153974,"about_ca_system_score_gemma":0.00004393193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003216517,"about_ca_topic_score_gemma":0.00002090856,"domain_scores_codex":[0.9987988,0.0002247093,0.0003810335,0.0001538481,0.0002885846,0.0001530375],"domain_scores_gemma":[0.9991652,0.0002788163,0.0002202157,0.00008017493,0.0001655239,0.00009008656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003881957,0.0001175328,0.8018881,0.000013982,0.0001505916,0.0005947158,0.003709153,0.000168309,0.00441233,0.00950484,0.0006347264,0.1784175],"study_design_scores_gemma":[0.001349353,0.0002033523,0.9824483,0.0001016916,0.00004464881,0.0001401885,0.0004587567,0.002478931,0.0001412358,0.01232838,0.0001632494,0.0001418865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954885,0.000857489,0.001624853,0.001161496,0.0006565189,0.0001319436,0.00001944229,0.00001742586,0.00004239476],"genre_scores_gemma":[0.99768,0.0002411014,0.001619843,0.0001416201,0.0001819079,0.000005417515,0.00004245024,0.00001451466,0.00007314546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1805602,"threshold_uncertainty_score":0.4662661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2744508239","doi":"10.22387/cap2016.4","title":"Do You Want Vaporwave, or Do You Want the Truth?: Cognitive Mapping of Late Capitalist Affect in the Virtual Lifeworld of Vaporwave","year":2017,"lang":"en","type":"article","venue":"Capacious:","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Capitalism; Postmodernism; Aesthetics; Late capitalism; Lifeworld; Modernism (music); Affect (linguistics); Philosophy; Sociology; Art; Literature; Epistemology; Politics; Political science; Law; Linguistics","retraction":null,"screen_n_in":null,"score":{"opus":0.05638695001130622,"gpt":0.3355029240600829,"spread":0.2791159740487766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009848287,0.000381715,0.0006297546,0.000174378,0.0003247175,0.0001110991,0.001038797,0.0002279559,0.0008212392],"category_scores_gemma":[0.0005995584,0.0002200545,0.0002744543,0.0002081546,0.001138197,0.0001265823,0.0001665115,0.0005816901,0.0001370549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004194823,"about_ca_system_score_gemma":0.0001125041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006040788,"about_ca_topic_score_gemma":0.0002213954,"domain_scores_codex":[0.9973632,0.0004715543,0.0006032052,0.0005480614,0.0004325382,0.0005814329],"domain_scores_gemma":[0.9962921,0.001168314,0.0007398893,0.001523965,0.0001808015,0.00009500203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.005035526,0.003799318,0.2085377,0.0005165285,0.002694604,0.004517512,0.4995141,0.000005207695,0.02432377,0.08327134,0.0105433,0.1572411],"study_design_scores_gemma":[0.01114179,0.002174088,0.7305155,0.001799909,0.001458633,0.0005838833,0.2290534,0.00002982933,0.01369331,0.004624052,0.003173078,0.001752426],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829798,0.0006536375,0.0000224985,0.0007577806,0.001513155,0.0008891854,0.0004662909,0.00002751303,0.0126901],"genre_scores_gemma":[0.9980198,0.0000661477,0.00001418479,0.0001322864,0.0001404444,0.0001458337,0.00002455571,0.00004930558,0.0014075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5219778,"threshold_uncertainty_score":0.8991994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2325195327","doi":"10.1386/jafp.7.2.169_1","title":"The nostalgic remediation of cinema in Hugo and Paprika","year":2014,"lang":"en","type":"article","venue":"Journal of Adaptation in Film & Performance","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Movie theater; Aesthetics; Ambivalence; Postmodernism; Sociology; Digitization; Art; Literature; Psychoanalysis; Psychology; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.01758358282951785,"gpt":0.2730192231557623,"spread":0.2554356403262445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007047711,0.00006295002,0.0001370245,0.0001579612,0.00003472576,0.00001049179,0.00009504739,0.00004922879,0.00003957539],"category_scores_gemma":[0.00007909565,0.00004633741,0.00002549562,0.0001705793,0.00004961641,0.0001726266,0.00001008261,0.0001852225,0.000005993385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002023634,"about_ca_system_score_gemma":0.00003191265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003298105,"about_ca_topic_score_gemma":0.0001101813,"domain_scores_codex":[0.9990337,0.00008737961,0.0005303583,0.00006775205,0.000166754,0.0001140228],"domain_scores_gemma":[0.9991859,0.000172468,0.0004077505,0.0001022063,0.0001039665,0.00002774161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004979567,0.0001242265,0.6786706,0.00003751916,0.00001630463,0.000006860691,0.009673655,0.0005191977,0.003244629,0.001343672,0.000342286,0.3055231],"study_design_scores_gemma":[0.001070999,0.0002401573,0.993521,0.00006781344,0.00001044852,0.00002529589,0.001334631,0.002289247,0.0003592339,0.0001394187,0.0008884131,0.00005338604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979628,0.0004166692,0.0001413899,0.0002333038,0.0004032578,0.00007532511,7.438767e-7,0.000002019387,0.0007644646],"genre_scores_gemma":[0.9992864,0.0002554418,0.0002113031,0.00002871799,0.00004412112,0.000005199342,0.000001036226,0.000005701482,0.0001620439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3148504,"threshold_uncertainty_score":0.1889585,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039687416","doi":"10.1177/1527476404274387","title":"“All about Nothing”:","year":2005,"lang":"en","type":"article","venue":"Television & New Media","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Commodification; Nothing; Agency (philosophy); Sociology; Context (archaeology); Aesthetics; Politics; Appeal; Defamiliarization; Affect (linguistics); Media studies; Law; Epistemology; Social science; Political science; History; Art; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.04667075792871277,"gpt":0.340522760706411,"spread":0.2938520027776982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001679612,0.0001900043,0.0002200484,0.0001114705,0.00005505456,0.00003550413,0.0003200668,0.0001702186,0.02679221],"category_scores_gemma":[0.00006722186,0.0001687694,0.0001053775,0.0001496962,0.00005356675,0.0001114554,0.00005908402,0.0002894096,0.01886498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000032985,"about_ca_system_score_gemma":0.0000570476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001724858,"about_ca_topic_score_gemma":0.000031928,"domain_scores_codex":[0.9985261,0.00005403353,0.0003184018,0.0003766834,0.0003009377,0.0004238544],"domain_scores_gemma":[0.9988295,0.0001798032,0.00007806247,0.0005531604,0.00003641047,0.0003230256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004079189,0.0001041773,0.002520622,0.000002569696,0.00001821853,0.00004125452,0.007167959,2.686517e-7,0.001485874,0.001212056,0.1507783,0.8366278],"study_design_scores_gemma":[0.001006901,0.0000342224,0.1091257,0.00002352586,0.00005111864,0.00003117889,0.0001899886,0.00000460088,0.0005694451,0.00009514194,0.8886464,0.000221715],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9412268,0.00438746,0.0003181068,0.007181617,0.002950945,0.0003171481,0.00001522616,0.0004652156,0.04313742],"genre_scores_gemma":[0.9665029,0.00008116864,0.002474253,0.004421536,0.001525833,0.00002197889,0.00003280909,0.00006381844,0.0248757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8364062,"threshold_uncertainty_score":0.981899,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2299538783","doi":"10.1111/cura.12142","title":"Insights on How Museum Objects Mediate Recall of Nostalgic Life Episodes at a Shōwa Era Museum in Japan","year":2016,"lang":"en","type":"article","venue":"Curator The Museum Journal","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Hokkaido University","keywords":"Visitor pattern; Recall; Narrative; Scripting language; Power (physics); Identity (music); Aesthetics; History; Art; Sociology; Psychology; Visual arts; Literature; Cognitive psychology; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.03313427468316439,"gpt":0.2795238559441767,"spread":0.2463895812610123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006127399,0.0005164094,0.0006883863,0.0005349944,0.0003165758,0.0001011977,0.0009399245,0.0003361804,0.00110887],"category_scores_gemma":[0.0004132033,0.0002879275,0.0003468331,0.0004914087,0.0003802928,0.0003301878,0.0001888858,0.0009589535,0.0005544538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002420065,"about_ca_system_score_gemma":0.0002518431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005708434,"about_ca_topic_score_gemma":0.0002789654,"domain_scores_codex":[0.9960567,0.0008972965,0.0009122204,0.0005734367,0.0006705257,0.0008897595],"domain_scores_gemma":[0.9967623,0.0007779996,0.0007252751,0.0009987737,0.0001993293,0.0005362892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005450362,0.004017478,0.2224826,0.0001672693,0.001552046,0.002283933,0.07056288,0.000008732234,0.5621473,0.007637369,0.07754593,0.04614419],"study_design_scores_gemma":[0.0178735,0.002550536,0.8909907,0.001834798,0.0004855127,0.00147346,0.009563188,0.00001671062,0.03205584,0.002318383,0.03847297,0.002364447],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816766,0.001335493,0.00002073248,0.01251982,0.003080859,0.000410072,0.00005072151,0.00006177848,0.0008438673],"genre_scores_gemma":[0.9975828,0.0003929532,0.0000329088,0.0005894872,0.0004593906,0.00006831207,0.000003808953,0.00009716359,0.0007731807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6685081,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2787720522","doi":"10.22215/etd/2003-05439","title":"The Canadian dream-work: history, myth and nostalgia in the heritage minutes","year":2003,"lang":"en","type":"dissertation","venue":"","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dream; Mythology; Work (physics); History; Art history; Art; Visual arts; Literature; Psychology; Engineering; Psychotherapist","retraction":null,"screen_n_in":null,"score":{"opus":0.02413202660519193,"gpt":0.2797911032766981,"spread":0.2556590766715062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003124449,0.0002850803,0.0002112632,0.0001414868,0.0002287777,0.00009720441,0.0003809563,0.0003927933,0.00154874],"category_scores_gemma":[0.00002442218,0.0001786687,0.00007418264,0.0001496837,0.0001142514,0.00003361351,0.000006567461,0.0005416639,0.0001781595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002457441,"about_ca_system_score_gemma":0.0004017675,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3034001,"about_ca_topic_score_gemma":0.9334891,"domain_scores_codex":[0.9984487,0.0002201875,0.0002780492,0.0003750845,0.000181739,0.0004962336],"domain_scores_gemma":[0.9990048,0.0001803526,0.00009533938,0.0005475802,0.00004674695,0.000125167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001228923,0.0001290685,0.02667909,0.0000372562,0.0001174519,0.0004213676,0.03042518,1.45731e-8,0.00004423986,0.02203664,0.8729266,0.0470602],"study_design_scores_gemma":[0.0003294561,0.00003695722,0.2948433,0.00003043854,0.0001004837,0.00002949604,0.02201104,9.922159e-8,0.000007138218,0.0001149556,0.6821352,0.000361456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3860087,0.01833152,1.513973e-7,0.001071478,0.002951837,0.0007603845,0.00002377814,0.000026421,0.5908257],"genre_scores_gemma":[0.3482008,0.0001001673,0.00001833735,0.001009278,0.00003816373,0.000284748,0.0003206124,0.00005676019,0.6499711],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6300891,"threshold_uncertainty_score":0.999364,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2017795280","doi":"10.1177/1468794107076021","title":"Nostalgia, goodness and ethical paradox","year":2007,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Regina","funders":"","keywords":"Romance; Sociology; Aesthetics; Construct (python library); Power (physics); Epistemology; Art; Philosophy; Literature","retraction":null,"screen_n_in":null,"score":{"opus":0.370335316527473,"gpt":0.6624588903577446,"spread":0.2921235738302717,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01178322,0.0001372999,0.0002084743,0.0002878978,0.0002543707,0.00004897267,0.0002123538,0.0003502958,0.001303134],"category_scores_gemma":[0.0005662605,0.0001245425,0.00004964306,0.0005433608,0.001055655,0.00004310307,0.0001274617,0.001631764,0.001301507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005180917,"about_ca_system_score_gemma":0.00006466425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006187463,"about_ca_topic_score_gemma":0.00006847902,"domain_scores_codex":[0.9950718,0.002553042,0.000317588,0.000481499,0.0007260749,0.0008499632],"domain_scores_gemma":[0.9934918,0.00548232,0.00003843247,0.0003483746,0.0003386176,0.0003004196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006995112,0.000330358,0.01232741,0.00005827031,0.0001073034,0.0004555601,0.2808388,9.219947e-9,0.006481674,0.5929881,0.009669757,0.09604315],"study_design_scores_gemma":[0.002400607,0.001058434,0.4167933,0.00007361451,0.00003111534,0.0000850104,0.5162418,0.000001629509,0.003211581,0.03544068,0.02401949,0.0006427053],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583385,0.0009704254,0.0007785393,0.002283103,0.0002036386,0.0003451362,0.00002443894,0.00004859085,0.03700762],"genre_scores_gemma":[0.9926201,0.00001392719,0.0003458284,0.0001520843,0.00006667458,0.00006027771,0.000009772455,0.00002637767,0.006705015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5575475,"threshold_uncertainty_score":0.9996098,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412833182","doi":"10.2196/76522","title":"Effects of The Legend of Zelda: Breath of the Wild and Studio Ghibli Films on Young People’s Sense of Exploration, Calm, Mastery and Skill, Purpose and Meaning, and Overall Happiness in Life: Exploratory Randomized Controlled Study","year":2025,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Happiness; Legend; Meaning (existential); Psychology; Entertainment; Feeling; Social psychology; Studio; Aesthetics; Visual arts; Art; Literature","retraction":null,"screen_n_in":null,"score":{"opus":0.007527761504778075,"gpt":0.2647502101777269,"spread":0.2572224486729488,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005303907,0.0002461773,0.001397764,0.0002005463,0.00005819183,0.00001885758,0.0001054423,0.0001000836,0.000005789964],"category_scores_gemma":[0.0001627051,0.0001475704,0.00009103763,0.0002570338,0.0004024669,0.0001066134,0.000150298,0.0001507378,8.074442e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000734037,"about_ca_system_score_gemma":0.00005788424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003255261,"about_ca_topic_score_gemma":0.0007435525,"domain_scores_codex":[0.9976667,0.0009549208,0.0006939163,0.0003226175,0.0002055753,0.0001563143],"domain_scores_gemma":[0.9981958,0.0008078821,0.0004632617,0.0003791186,0.0001110722,0.00004290291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06052078,0.00188491,0.7884932,0.0009196763,0.001286684,0.00002145779,0.1269349,0.00000551474,0.01565181,0.001443726,0.0002871929,0.002550065],"study_design_scores_gemma":[0.1577921,0.0003831169,0.8257538,0.0004101506,0.0005666433,0.00001098099,0.01312866,0.00001582526,0.001691907,0.00009654066,0.000006150012,0.0001440859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912468,0.003635023,0.000004425937,0.000127423,0.0002560523,0.004520935,0.00001849723,0.000008836458,0.0001820435],"genre_scores_gemma":[0.9987876,0.0002529113,0.000006314033,0.00004386569,0.000007120357,0.0005771641,8.51314e-7,0.00001642887,0.0003077147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1138063,"threshold_uncertainty_score":0.6017748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3044603324","doi":"10.3389/fpsyg.2020.01794","title":"Longing for the Past and Longing for the Future: A Phenomenological Assessment of the Relation Between Temporal Focus and Readiness to Change Among People Living With Addiction","year":2020,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Carleton University","keywords":"Psychology; Feeling; Addiction; Narrative; Ambivalence; Experiential learning; Social psychology; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.03350765531715868,"gpt":0.3181792677931798,"spread":0.2846716124760211,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003864176,0.0001528245,0.0002590622,0.00007669225,0.000223381,0.00002298308,0.0002199637,0.000139331,0.00001345059],"category_scores_gemma":[0.00002652369,0.0000842389,0.00004790575,0.0003113442,0.0001708883,0.00007204432,0.00006846768,0.0002382288,2.587938e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002310385,"about_ca_system_score_gemma":0.00001032185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005031464,"about_ca_topic_score_gemma":0.0001288037,"domain_scores_codex":[0.9988603,0.0001322375,0.0002481936,0.0003919268,0.00008863111,0.0002786854],"domain_scores_gemma":[0.9990892,0.0003853228,0.0001624605,0.0002734576,0.00003641469,0.0000531592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001387769,0.00002631228,0.8835676,0.000012574,0.00008979502,6.607221e-7,0.005021424,0.000002457892,0.00001225701,0.0002432745,0.001430381,0.1094545],"study_design_scores_gemma":[0.0009030272,0.0003262534,0.9912397,0.00003039489,0.0001879125,0.000006243918,0.004967503,0.0003964247,0.000001127843,0.0001860712,0.001646057,0.0001092451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6579521,0.002794172,0.3176804,0.01761266,0.001439265,0.002366313,0.00004413859,0.00002821631,0.00008276824],"genre_scores_gemma":[0.9953501,0.00004117225,0.002859881,0.0003246364,0.0003821456,0.0009908975,0.000007148818,0.00002362375,0.00002034838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3373981,"threshold_uncertainty_score":0.3435163,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3006772672","doi":"10.5539/ijms.v12n1p30","title":"Nostalgia: An Attractive Theme for Marketing Researchers","year":2020,"lang":"en","type":"article","venue":"International Journal of Marketing Studies","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Theme (computing); Marketing; Business; Subject (documents); Domain (mathematical analysis); Advertising; Computer science; World Wide Web","retraction":null,"screen_n_in":null,"score":{"opus":0.2349704855201956,"gpt":0.4780613207178563,"spread":0.2430908351976608,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004499943,0.0001514471,0.0002808712,0.0001292784,0.0001302593,0.00006345399,0.000532118,0.00005770391,0.0003226816],"category_scores_gemma":[0.007913267,0.0001300522,0.0001952018,0.00009011557,0.0001201126,0.0002305662,0.0001264953,0.0003524812,0.00001942862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009455786,"about_ca_system_score_gemma":0.00006434345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006314348,"about_ca_topic_score_gemma":0.000003448679,"domain_scores_codex":[0.997625,0.0007952778,0.0005453523,0.0002340443,0.0005374442,0.00026287],"domain_scores_gemma":[0.9937648,0.003989116,0.0004987037,0.00009658098,0.001515626,0.0001351326],"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":[0.07097024,0.001064896,0.1819793,0.0002054198,0.01185495,0.001587399,0.05551866,0.00002046977,0.01921386,0.0009173682,0.111828,0.5448394],"study_design_scores_gemma":[0.007499785,0.00156524,0.7741492,0.0007909153,0.0005144462,0.0004942905,0.143759,0.0001063437,0.00128573,0.0006004312,0.06842142,0.0008132444],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786624,0.00283408,0.0002569377,0.01213479,0.00198606,0.0002179464,0.00004488387,0.00002931744,0.003833575],"genre_scores_gemma":[0.9955558,0.0001901713,0.002102265,0.0004892955,0.001004883,0.00002216536,0.000004052203,0.00003132787,0.0006000936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5921699,"threshold_uncertainty_score":0.9473492,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2510048845","doi":"10.4000/communication.6967","title":"Katharina NIEMEYER (dir.) (2014), Media and Nostalgia. Yearning for the Past, Present and Future","year":2016,"lang":"en","type":"article","venue":"Communication","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Art; Humanities","retraction":null,"screen_n_in":null,"score":{"opus":0.02847190719451257,"gpt":0.3118088972585188,"spread":0.2833369900640063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002209076,0.00008258487,0.00008070027,0.00002603343,0.0001831132,0.00002877446,0.0002329216,0.00007281385,0.0003238072],"category_scores_gemma":[0.00001443145,0.00004867537,0.00002281813,0.00003194446,0.0001358799,0.00006735815,0.0001561803,0.00009722279,0.00004408055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008835903,"about_ca_system_score_gemma":0.000007445257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005415163,"about_ca_topic_score_gemma":0.00002014609,"domain_scores_codex":[0.9994269,0.0001075267,0.0001169351,0.0001528108,0.00006094412,0.000134871],"domain_scores_gemma":[0.9984401,0.0006590398,0.00006787337,0.0007426477,0.00004736125,0.00004298808],"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":[0.00005954874,0.0000430419,0.04236812,0.000008548059,0.00003953836,5.538876e-7,0.002256281,1.236635e-8,0.001077887,0.00267527,0.06624823,0.885223],"study_design_scores_gemma":[0.0005789871,0.00002424656,0.6169774,0.00001285178,0.00005324375,0.000008917884,0.0005806357,0.000003655595,0.000043387,0.0004694786,0.3811671,0.00008008892],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7901434,0.1308966,0.00135521,0.07275075,0.0007889078,0.00131278,0.00006732246,0.0001304557,0.002554633],"genre_scores_gemma":[0.9946179,0.002399024,0.0003406864,0.00007718506,0.0003089109,0.0002220216,0.00001958096,0.00001982503,0.001994897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8851429,"threshold_uncertainty_score":0.3545461,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385501931","doi":"10.1111/bjso.12676","title":"The utility of nostalgia for unhealthy populations: A systematic review and narrative analysis","year":2023,"lang":"en","type":"review","venue":"British Journal of Social Psychology","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Narrative; Action (physics); Theme (computing); Social connectedness; Social psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.1764133035864578,"gpt":0.5102851660942443,"spread":0.3338718625077865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002841684,0.0002999682,0.004703143,0.0003152171,0.000472798,0.00004750729,0.0005276851,0.0004508909,0.0001769383],"category_scores_gemma":[0.0006513457,0.0002458805,0.001764425,0.001204296,0.0003762759,0.00005356538,0.00004502488,0.000658412,0.00001127357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004148054,"about_ca_system_score_gemma":0.0001799057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006881448,"about_ca_topic_score_gemma":0.0001564147,"domain_scores_codex":[0.9939102,0.001979216,0.003129344,0.000361519,0.0002495163,0.0003701901],"domain_scores_gemma":[0.9938108,0.0009788543,0.004179232,0.0003373149,0.0005830889,0.0001106765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004809906,0.0002455494,0.00003633929,0.5500394,0.01060795,0.0001195248,0.001319149,2.772489e-9,4.786528e-8,0.0008897995,0.02878561,0.4079086],"study_design_scores_gemma":[0.002645416,0.0009089644,0.01733885,0.4753335,0.3078374,0.006717928,0.005306647,5.54527e-7,1.71743e-8,0.004255126,0.1783081,0.001347495],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004619582,0.9954985,0.00008272503,0.0003375813,0.0009049135,0.002509083,0.0004804186,0.00001307632,0.0001274715],"genre_scores_gemma":[0.0001749209,0.9985778,0.00004834835,0.0001359025,0.00009945054,0.0003716055,0.0000565108,0.0000497224,0.0004856812],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4065611,"threshold_uncertainty_score":0.9999993,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1542438248","doi":"10.7202/018884ar","title":"Nostalgie à Moscou","year":2008,"lang":"fr","type":"article","venue":"Anthropologie et Sociétés","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Humanities; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.3485198533425657,"gpt":0.6142025784871407,"spread":0.2656827251445749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004075265,0.000610162,0.0007161453,0.0001240777,0.000778985,0.00004521634,0.0006238106,0.001012182,0.1894411],"category_scores_gemma":[0.000176982,0.0006556225,0.0004614232,0.0003975868,0.005276077,0.0003177001,0.0002983896,0.001122068,0.00984018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001871846,"about_ca_system_score_gemma":0.0004453989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003427954,"about_ca_topic_score_gemma":0.00005512253,"domain_scores_codex":[0.9957484,0.000822265,0.0006612006,0.0009554128,0.0003845763,0.00142817],"domain_scores_gemma":[0.9977118,0.0005710845,0.0001627613,0.001093305,0.0001566793,0.0003043739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000120744,0.00235437,0.03222043,0.00006306813,0.0003658353,0.004411919,0.00471421,0.000001171058,0.001280487,0.01129202,0.789289,0.1538868],"study_design_scores_gemma":[0.004289055,0.001232755,0.08273949,0.0001178347,0.0005780022,0.001845766,0.03154747,0.00001107858,0.003667102,0.003157011,0.8689981,0.001816341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4358924,0.04682268,0.0006942616,0.1536843,0.1164847,0.0009039585,0.0004698393,0.0007028064,0.2443451],"genre_scores_gemma":[0.7613155,0.03020348,0.0008112243,0.002705681,0.0004724015,0.00008810215,0.00008749791,0.0001337915,0.2041823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3254231,"threshold_uncertainty_score":0.9995895,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971176680","doi":"10.1080/10848770.2015.1028016","title":"Post-Communist Nostalgia","year":2015,"lang":"en","type":"article","venue":"The European Legacy","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Communism; Political science; Post communist; Economic history; History; Development economics; Aesthetics; Art; Economics; Law; Politics","retraction":null,"screen_n_in":null,"score":{"opus":0.05307937671124038,"gpt":0.3124225633121145,"spread":0.2593431866008741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007690272,0.0001538638,0.0001153819,0.0000414088,0.0001625457,0.0001290361,0.0007828662,0.00002495563,0.0006908093],"category_scores_gemma":[0.00004297371,0.0001063124,0.00007312975,0.0001257468,0.0001788769,0.0001344281,0.000232126,0.0003109164,0.02182303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000183956,"about_ca_system_score_gemma":0.00003010064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004097588,"about_ca_topic_score_gemma":0.00001198883,"domain_scores_codex":[0.9981012,0.001046409,0.0001960698,0.0001955644,0.0001590482,0.0003017549],"domain_scores_gemma":[0.9985104,0.00006444316,0.00006691757,0.001122351,0.0000887128,0.0001472141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006616116,0.001214084,0.01546356,0.00001495268,0.0003197102,0.002054926,0.07296054,0.000002049719,0.01179019,0.05920906,0.3468073,0.489502],"study_design_scores_gemma":[0.002299852,0.0003191453,0.3572077,0.00002043894,0.0001461155,0.0004096093,0.01311669,0.000001546645,0.0002401318,0.0003614477,0.6253251,0.0005521042],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4847704,0.0003717094,0.00002088492,0.001125873,0.000809676,0.0001183172,0.000009960936,0.0001341855,0.5126389],"genre_scores_gemma":[0.9708921,0.000001835501,0.00004716486,0.00083792,0.0002213998,0.000006287136,0.00001993451,0.00005859286,0.02791482],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4889499,"threshold_uncertainty_score":0.9789386,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2072154108","doi":"10.1177/000842980103000102","title":"\"In perfect faith\": Jewish religious commemoration of the Holocaust","year":2001,"lang":"en","type":"article","venue":"Studies in Religion/Sciences Religieuses","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"The Holocaust; Faith; Judaism; Religious studies; Publics; Sociology; Philosophy; Theology; Political science; Law; Politics","retraction":null,"screen_n_in":null,"score":{"opus":0.09248658717380598,"gpt":0.4187564799907105,"spread":0.3262698928169045,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007346694,0.0002809365,0.0004808595,0.0003530056,0.00024548,0.00003125029,0.0008356873,0.0001447318,0.00002818033],"category_scores_gemma":[0.0003416004,0.0001968462,0.0001461806,0.00209805,0.001663332,0.0001791813,0.0003068815,0.0003328386,0.00007363714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001097435,"about_ca_system_score_gemma":0.0001674249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002389736,"about_ca_topic_score_gemma":0.002066106,"domain_scores_codex":[0.9972964,0.0002561947,0.000760039,0.0006208189,0.0004889073,0.0005776187],"domain_scores_gemma":[0.9984422,0.0004277377,0.000274021,0.0006696325,0.0001416858,0.00004472739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008496041,0.0003103592,0.8572316,0.00003439211,0.00004376681,0.0001390448,0.00560532,0.00009599037,0.0006747196,0.004436471,0.130249,0.001094395],"study_design_scores_gemma":[0.005023817,0.001793361,0.8380582,0.00145867,0.0002907504,0.0007568998,0.04720338,0.00003351676,0.005862587,0.03065791,0.06684556,0.00201538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.934676,0.04509916,0.000004050927,0.002377118,0.002525844,0.0005267229,0.000005513398,0.00005075573,0.01473484],"genre_scores_gemma":[0.9813244,0.01728775,0.00007354225,0.0005998852,0.00006561181,0.000139724,9.811652e-7,0.00001880101,0.0004892547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06340345,"threshold_uncertainty_score":0.8027153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2281928044","doi":"10.1109/wi-iat.2015.148","title":"MyLife: An Online Personal Memory Album","year":2015,"lang":"en","type":"article","venue":"","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Research (Canada)","funders":"National Research Foundation","keywords":"Computer science; Context (archaeology); Autobiographical memory; Lifelog; Multimedia; Human–computer interaction; Cognitive psychology; World Wide Web; Psychology; Recall; History","retraction":null,"screen_n_in":null,"score":{"opus":0.1675994738763033,"gpt":0.3837111237721312,"spread":0.2161116498958279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001081705,0.0001023382,0.0001079352,0.00004496867,0.00002837885,0.00001494783,0.0001408428,0.00008251975,0.009550854],"category_scores_gemma":[0.000008163064,0.00008770026,0.00004129343,0.00006861796,0.00005252162,0.00007920428,0.00002678523,0.0001201659,0.002102651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001783206,"about_ca_system_score_gemma":0.00005739879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005556989,"about_ca_topic_score_gemma":0.0001668501,"domain_scores_codex":[0.9992016,0.00006554394,0.0001220409,0.000235892,0.0001483531,0.000226577],"domain_scores_gemma":[0.9993753,0.00001473651,0.00002341564,0.0002675631,0.00005819536,0.0002607512],"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":[0.0004917737,0.004438581,0.1887474,0.000009174014,0.0001699325,0.0005414204,0.02432636,3.917723e-7,0.004357697,0.00692646,0.3594583,0.4105325],"study_design_scores_gemma":[0.006991797,0.001274281,0.734329,0.00001281637,0.0002485467,0.0005090821,0.06743775,0.0001257829,0.0009834181,0.0005846293,0.1862538,0.001249019],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9325365,0.0001747503,0.00003387376,0.0006009018,0.0008514696,0.00008365874,0.00002395718,0.000128205,0.06556669],"genre_scores_gemma":[0.9267148,6.284985e-7,0.0005168159,0.0009625736,0.0002185903,0.00001287866,0.00006129093,0.0000196705,0.07149277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5455816,"threshold_uncertainty_score":0.9986743,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2946942600","doi":"10.1007/s12144-019-00299-6","title":"Psychological factors influencing the vividness and affect of visitors’ recall of nostalgic life memories in museums","year":2019,"lang":"en","type":"article","venue":"Current Psychology","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Education and Child Care; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Japan Society for the Promotion of Science; Hokkaido University","keywords":"Psychology; Affect (linguistics); Recall; Mediation; Autobiographical memory; Structural equation modeling; Developmental psychology; Social psychology; Cognitive psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.05786813654762046,"gpt":0.3980647392540027,"spread":0.3401966027063822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004272034,0.000293149,0.0006359452,0.000260902,0.00003832926,0.00001131961,0.0004834138,0.0002806364,0.0007823611],"category_scores_gemma":[0.00009297676,0.0002039829,0.0001387782,0.0004452482,0.0005051235,0.00008554123,0.0001155533,0.0005272597,0.00006641262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001593457,"about_ca_system_score_gemma":0.00002560556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000571286,"about_ca_topic_score_gemma":0.00001355939,"domain_scores_codex":[0.9975307,0.0004775705,0.0007095637,0.0006340044,0.0002038016,0.0004443545],"domain_scores_gemma":[0.9981979,0.0004507515,0.0003487102,0.0008148726,0.00007033459,0.000117499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002850752,0.0006620958,0.9684363,0.00007556147,0.00004577665,0.000005672059,0.005637984,6.355369e-7,0.01047758,0.0009967614,0.0005184232,0.01285812],"study_design_scores_gemma":[0.001593481,0.0004727711,0.9938621,0.00008091609,0.00004594816,0.0000209972,0.001498518,0.000001031235,0.0004840144,0.0002334803,0.001491796,0.0002149591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893855,0.003328384,0.00001418001,0.000164371,0.004798681,0.0005830654,0.00002786234,0.00003217106,0.001665802],"genre_scores_gemma":[0.9995997,0.0001161587,0.00001498418,0.00009247449,0.00005336412,0.0000419451,0.000009060866,0.00002486231,0.00004743189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02542577,"threshold_uncertainty_score":0.8566305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3041540726","doi":"10.2478/joim-2020-0039","title":"The Study of Nostalgia-Oriented Strategy Aimed at Millennials on The Example of The Lego Group","year":2020,"lang":"en","type":"article","venue":"Journal of Intercultural Management","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Marketing; Loyalty; Perception; Quarter (Canadian coin); Field research; Business; Advertising; Management; Sociology; Psychology; Economics; Social science","retraction":null,"screen_n_in":null,"score":{"opus":0.05842634516643966,"gpt":0.3008366401821445,"spread":0.2424102950157049,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004465016,0.0001808742,0.0002963157,0.00003767709,0.0001755648,0.00003215033,0.0008512671,0.0000376864,0.000389262],"category_scores_gemma":[0.00003798861,0.00006967988,0.0002687773,0.0002355775,0.0001304942,0.00005877619,0.0002940508,0.000294677,0.00002411992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005389606,"about_ca_system_score_gemma":0.000006993635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001971058,"about_ca_topic_score_gemma":0.0000927052,"domain_scores_codex":[0.9978199,0.0004394308,0.0008401322,0.0001758731,0.000515873,0.0002088186],"domain_scores_gemma":[0.9983371,0.0001923637,0.0008100063,0.0004238538,0.0001738912,0.00006271393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01627646,0.01099747,0.03836558,0.0003596187,0.01618941,0.0007822787,0.2306327,0.000185891,0.1134835,0.08849336,0.3375858,0.1466479],"study_design_scores_gemma":[0.006179443,0.008028338,0.581522,0.0003139026,0.001376842,0.00007893048,0.3342792,0.00001240474,0.005766355,0.0001434207,0.06189308,0.0004061107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922858,0.0002798375,0.000007273608,0.003258061,0.0008228059,0.000811418,0.000008058462,0.000006118431,0.002520592],"genre_scores_gemma":[0.9983476,0.00004300254,0.000006890082,0.0003115217,0.00006224766,0.00002045174,9.417231e-7,0.00001243146,0.001194901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5431564,"threshold_uncertainty_score":0.4262145,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2156488206","doi":"10.3167/hrrh.2013.390301","title":"Reconsiderations of the Idea of Nostalgia in Contemporary Historical Writing","year":2013,"lang":"en","type":"article","venue":"Historical Reflections/Réflexions Historiques","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Idealization; Aesthetics; Historiography; Sadness; History; Illusion; Obsolescence; Literature; Consciousness; Psychoanalysis; Psychology; Art; Philosophy; Epistemology; Social psychology; Cognitive psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.1013224751614271,"gpt":0.3519488278208279,"spread":0.2506263526594008,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003323099,0.000290919,0.0006278556,0.0005581707,0.0003143653,0.00001564094,0.0003901743,0.0003180612,0.001007233],"category_scores_gemma":[0.0004016293,0.0002579786,0.0003659175,0.001175755,0.0002148678,0.0002728175,0.00008878337,0.0006367801,0.00007398114],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005941082,"about_ca_system_score_gemma":0.0004248682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02458465,"about_ca_topic_score_gemma":0.0009599076,"domain_scores_codex":[0.996712,0.0004973409,0.001514393,0.0005128478,0.0003777251,0.0003856893],"domain_scores_gemma":[0.9974076,0.0004997801,0.0005775508,0.0008898987,0.0004651132,0.000160089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002733909,0.004175693,0.1020169,0.0001590878,0.0001911168,0.00003801462,0.01302509,0.00000866338,0.08258513,0.08843587,0.6979427,0.01114844],"study_design_scores_gemma":[0.002193841,0.001007672,0.1108679,0.0003673048,0.000229587,0.0001735259,0.001737859,0.00002052841,0.004839704,0.01698023,0.8602551,0.001326825],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4997956,0.03535306,0.003273383,0.01807715,0.02473113,0.004295154,0.00008482284,0.000777776,0.4136119],"genre_scores_gemma":[0.9688159,0.00003295881,0.001430929,0.0001298311,0.0001223334,0.0004652914,0.000006921072,0.00004802342,0.02894779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4690203,"threshold_uncertainty_score":0.9999872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394011922","doi":"10.1108/ijsms-07-2023-0141","title":"Nostalgia-based marketing campaigns and sport participation","year":2024,"lang":"en","type":"article","venue":"International Journal of Sports Marketing and Sponsorship","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa; University of Saskatchewan; Children's Hospital of Eastern Ontario; McGill University; University of Victoria; Queen's University; University of British Columbia","funders":"","keywords":"Advertising; Marketing; Business; Sports marketing; Marketing management; Relationship marketing","retraction":null,"screen_n_in":null,"score":{"opus":0.02085233915969226,"gpt":0.3286452829070171,"spread":0.3077929437473249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00648859,0.0001656206,0.0002099394,0.0003902841,0.0000628099,0.0001775834,0.0001436374,0.00009487689,0.0008851671],"category_scores_gemma":[0.0004901541,0.0001476441,0.0001034537,0.0001106284,0.00009364472,0.0001423911,0.00003323221,0.0003148305,0.000007818287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004131517,"about_ca_system_score_gemma":0.00008535117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001005955,"about_ca_topic_score_gemma":0.000001466359,"domain_scores_codex":[0.9981771,0.0002741509,0.0005989517,0.0002496245,0.0004770148,0.0002231697],"domain_scores_gemma":[0.9981353,0.00113411,0.0002629798,0.0001017524,0.0002086588,0.0001571844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005529368,0.0001171921,0.8220937,0.00007392006,0.0001946536,0.00438721,0.0009031968,0.000004725614,0.0004642321,0.0007858532,0.0005596622,0.1648863],"study_design_scores_gemma":[0.0004826009,0.00004625819,0.9898393,0.0007894755,0.0001233539,0.001092537,0.0005060711,0.0001358504,0.00006849865,0.00009324492,0.006650674,0.0001721678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934429,0.001901026,0.00009045686,0.0007322615,0.0021489,0.00007769631,0.00001115794,0.00004113019,0.001554493],"genre_scores_gemma":[0.9979986,0.00008454651,0.0003359039,0.000108174,0.0002986931,0.000005769375,0.000008170536,0.00002620973,0.001133948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1677456,"threshold_uncertainty_score":0.969196,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391066105","doi":"10.5539/ijms.v16n1p14","title":"Examining the Influence of Nostalgic Versus Informative Advertising on Persuasion Process and Brand Attachment","year":2024,"lang":"en","type":"article","venue":"International Journal of Marketing Studies","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Persuasion; Advertising; Relevance (law); Psychology; Test (biology); Style (visual arts); Structural equation modeling; Brand management; Process (computing); Marketing; Conceptual model; Empirical research; Business; Social psychology; Political science; Computer science; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.04666467244694489,"gpt":0.407544615433553,"spread":0.3608799429866081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001146712,0.00009645007,0.000144773,0.0001472093,0.00006965584,0.00004453319,0.0001716497,0.00002438301,0.00002445659],"category_scores_gemma":[0.0006266705,0.0000608417,0.00004788696,0.00007466527,0.0001340301,0.000180531,0.00007351024,0.000200554,0.000004060524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005329528,"about_ca_system_score_gemma":0.00003020775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003752718,"about_ca_topic_score_gemma":0.000001196731,"domain_scores_codex":[0.9989034,0.0001341078,0.0003868543,0.0000939071,0.0003875156,0.00009421955],"domain_scores_gemma":[0.9972785,0.002001919,0.0002516889,0.00005386183,0.0003932698,0.00002073834],"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":[0.02034922,0.0002894441,0.2408361,0.000514912,0.00760244,0.0006531282,0.2048998,0.0005876613,0.003031256,0.001202302,0.002367891,0.5176659],"study_design_scores_gemma":[0.001745392,0.000543514,0.946616,0.003160886,0.0001888182,0.0002283026,0.04601661,0.00003257832,0.0003936319,0.00008627112,0.0008420431,0.0001459459],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919845,0.004505912,0.000008362069,0.0005382074,0.001374991,0.00006334663,0.000005246666,0.000008178791,0.001511249],"genre_scores_gemma":[0.9993842,0.000351939,0.00003083413,0.00004717345,0.00007779329,0.000004377916,4.089303e-7,0.000006391259,0.00009691518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.70578,"threshold_uncertainty_score":0.2481053,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2473726378","doi":"10.1163/24518921-00102001","title":"Nostalgia for the Demise of the ussr in Belarus, Russia and Ukraine","year":2016,"lang":"en","type":"article","venue":"Russian Politics","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Demise; Communism; Politics; Soviet union; Political science; Regret; Economic history; Public opinion; Political economy; Quarter (Canadian coin); Development economics; History; Law; Sociology; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.01767401033628931,"gpt":0.2968251606281588,"spread":0.2791511502918695,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001674153,0.0001330003,0.0001631976,0.0000461451,0.00009716128,0.00001167101,0.000269286,0.0001131149,0.0001716669],"category_scores_gemma":[0.00006967621,0.00006049866,0.00008346806,0.000101134,0.0003219318,0.00003493529,0.00007557291,0.0001061781,0.00001738602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002955981,"about_ca_system_score_gemma":0.0000602185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002579838,"about_ca_topic_score_gemma":0.00004939303,"domain_scores_codex":[0.9989691,0.00006622507,0.0002746286,0.0001914458,0.0001043407,0.000394195],"domain_scores_gemma":[0.998854,0.0004321923,0.00009338665,0.0005253595,0.00001918507,0.00007590685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000592575,0.0001425886,0.1797523,0.00003483854,0.00007006152,0.00000771188,0.002697252,5.570653e-8,0.002142404,0.7933174,0.001625725,0.02015036],"study_design_scores_gemma":[0.001659123,0.00006017867,0.9495699,0.00007992856,0.000108274,0.00003169875,0.0002970069,0.000004003837,0.00149245,0.005140305,0.04139726,0.0001598195],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759247,0.001545415,0.0001717269,0.01542827,0.0005374076,0.0007228962,0.0003728451,0.00002298846,0.00527381],"genre_scores_gemma":[0.9940863,0.00003404694,0.00008308755,0.0003336077,0.00006970073,0.0000652847,0.000001588208,0.00002357779,0.005302846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7881771,"threshold_uncertainty_score":0.2467064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2799773593","doi":"10.3138/cjfs.11.2.82","title":"Andrei Tarkovsky's <i>Madonna Del Parto</i>","year":2002,"lang":"fr","type":"article","venue":"Canadian Journal of Film Studies","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Art; Art history","retraction":null,"screen_n_in":null,"score":{"opus":0.1020690825492474,"gpt":0.3287297237468775,"spread":0.2266606411976301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003904534,0.0003696677,0.0007401521,0.0003899582,0.0004264027,0.00007801998,0.0004128375,0.000240821,0.00834837],"category_scores_gemma":[0.0002293544,0.0003684348,0.000348329,0.0003484933,0.0008249158,0.0002249476,0.0000273881,0.0007248446,0.001190341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002838051,"about_ca_system_score_gemma":0.0004136038,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004682237,"about_ca_topic_score_gemma":0.05121626,"domain_scores_codex":[0.9973691,0.0002695654,0.0008402687,0.0002763657,0.0002293349,0.001015414],"domain_scores_gemma":[0.9972276,0.0001847501,0.0004332352,0.0003506527,0.000573437,0.001230316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001878644,0.0001026689,0.04473728,0.00005618969,0.001056639,0.005982833,0.01237489,0.00000379528,0.00003391243,0.0006636966,0.8293262,0.1056431],"study_design_scores_gemma":[0.001645722,0.0004827484,0.01778866,0.0004464921,0.0008409721,0.002520023,0.00743998,0.000006432091,0.00006177108,0.0003400813,0.9679493,0.0004778315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2118277,0.7317675,0.0000127773,0.02332067,0.01472179,0.0001815821,0.00026179,0.000009603342,0.01789656],"genre_scores_gemma":[0.8682631,0.01276998,0.000263541,0.002172574,0.001140001,0.00001213497,0.000002566267,0.00006985438,0.1153063],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7189976,"threshold_uncertainty_score":0.9998767,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200056210","doi":"10.32920/ifmj.v1i2.1502","title":"Streams of the Self","year":2021,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Selfie; Subjectivity; Portrait; Reading (process); Variety (cybernetics); Mode (computer interface); Sociality; Photography; Self; Face (sociological concept); Social media; Sociology; Popularity; Aesthetics; Visual arts; Art; Computer science; World Wide Web; Epistemology; Psychology; Social science; Human–computer interaction; Ecology; Social psychology; Philosophy; Linguistics","retraction":null,"screen_n_in":null,"score":{"opus":0.01412085475167256,"gpt":0.303350544368737,"spread":0.2892296896170644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006576132,0.0000641883,0.0001065917,0.0000268915,0.00005390919,0.00001923633,0.00008674636,0.00004058718,0.002979523],"category_scores_gemma":[0.0000735292,0.00004122485,0.0000778917,0.00006235729,0.00004960566,0.00006165484,0.00004212212,0.0003170522,0.00002087355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001258322,"about_ca_system_score_gemma":0.00008354764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001016325,"about_ca_topic_score_gemma":0.00001608422,"domain_scores_codex":[0.9994183,0.0001196482,0.0001523664,0.00009105002,0.0001047211,0.000113909],"domain_scores_gemma":[0.9993911,0.0001768909,0.0001103473,0.0001211155,0.0001289002,0.00007167213],"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":[0.000350557,0.001228427,0.3423196,0.00001904471,0.0008651633,0.001049081,0.07261833,2.631373e-7,0.04338308,0.002793281,0.02606259,0.5093106],"study_design_scores_gemma":[0.001369611,0.00007729705,0.9202597,0.000123461,0.0001890366,0.003815668,0.01719241,0.00000263336,0.03200644,0.0006659823,0.02416431,0.0001334317],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883814,0.0006463607,0.00001111293,0.0004181139,0.002780614,0.00003182431,0.00001776487,0.000004540223,0.007708271],"genre_scores_gemma":[0.9983593,0.00005510368,0.00006799498,0.0001112636,0.0001267725,0.000002983284,0.000001193305,0.000006217218,0.001269154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5779401,"threshold_uncertainty_score":0.9979319,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3215444427","doi":"10.1007/s10823-021-09445-9","title":"The Good Old Days: how Older Adults in Present-Day Ghana Compare themselves to Older Adults in Past Generations","year":2021,"lang":"en","type":"article","venue":"Journal of Cross-Cultural Gerontology","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Psychology; Beauty; Feeling; Praise; Disenchantment; Thematic analysis; Happiness; Vitality; Focus group; Developmental psychology; Social psychology; Aesthetics; Qualitative research; Sociology; Art; Politics; Social science","retraction":null,"screen_n_in":null,"score":{"opus":0.03704063835873823,"gpt":0.3654003440097543,"spread":0.3283597056510161,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003992913,0.000330433,0.0006279664,0.0001529383,0.0002505779,0.0003864279,0.0005898059,0.0002473847,0.0007562992],"category_scores_gemma":[0.0002332801,0.0002191396,0.0002444873,0.0003833946,0.0003033085,0.0005309784,0.0001202253,0.0007313569,0.0000461018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001331466,"about_ca_system_score_gemma":0.0001190989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000346015,"about_ca_topic_score_gemma":0.01049952,"domain_scores_codex":[0.9968991,0.0005579194,0.0009831409,0.0004646932,0.0003384809,0.0007566779],"domain_scores_gemma":[0.9975874,0.0003256156,0.0004319134,0.0004735653,0.0009170143,0.0002644607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001634914,0.001991889,0.804758,0.00005048662,0.0003571623,0.00235019,0.07376445,0.00005240669,0.003949976,0.002299301,0.03277216,0.07601912],"study_design_scores_gemma":[0.004995902,0.0001641624,0.95984,0.0002353135,0.00005037709,0.0009291433,0.02444918,0.00002127268,0.0009373527,0.00002697011,0.008030024,0.0003202844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817429,0.004765262,0.00002252104,0.01019032,0.001990634,0.0004270343,0.00003132027,0.00001643977,0.000813617],"genre_scores_gemma":[0.993861,0.0000522004,0.0001598548,0.0004140714,0.0004665215,0.00008510494,0.00002318103,0.00002646545,0.004911619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1550821,"threshold_uncertainty_score":0.8936254,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}