{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":15,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":15,"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":"4f2cded3cd35","filters":{"venue":"Consumption Markets & Culture"}},"results":[{"id":"W2294000126","doi":"10.1080/10253866.2015.1045695","title":"Social media: a critical introduction","year":2015,"lang":"en","type":"article","venue":"Consumption Markets & Culture","topic":"Social Media and Politics","field":"Social Sciences","cited_by":229,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Social media; Sociology; Critical theory; Media studies; Epistemology; Political science; Philosophy; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.07815532301074943,"gpt":0.3795535017941619,"spread":0.3013981787834125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000519822,0.0001026885,0.0001419912,0.00004034325,0.0005239696,0.00009636406,0.0001354301,0.000289945,0.000838122],"category_scores_gemma":[0.006384979,0.00009949287,0.00006426757,0.0001691373,0.0007100008,0.000228903,0.0000246019,0.0002369642,0.0004153341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001817664,"about_ca_system_score_gemma":0.0002064657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003986619,"about_ca_topic_score_gemma":0.0001631355,"domain_scores_codex":[0.9983202,0.0004835626,0.0001542112,0.0001961232,0.0004982409,0.0003476935],"domain_scores_gemma":[0.9989111,0.0002647586,0.00004489293,0.000085797,0.0003667159,0.0003267687],"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":[0.00004774021,0.00005496971,0.005955269,0.00001669875,0.0000141356,0.000006994739,0.1175617,6.227197e-8,0.00009392255,0.1939687,0.6772153,0.005064434],"study_design_scores_gemma":[0.000300324,0.000008843887,0.003637083,0.000006651569,0.00004085553,0.000003443535,0.02647416,0.00000217708,0.00003631779,0.01467198,0.9546597,0.0001584766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7276794,0.002617055,0.0003572838,0.1393491,0.0250395,0.0008111856,0.00007532229,0.001187464,0.1028836],"genre_scores_gemma":[0.9807715,0.0001577951,0.000319128,0.0005214476,0.0160621,0.00002524367,0.00003568887,0.00001239497,0.002094748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2774443,"threshold_uncertainty_score":0.9176849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008888041","doi":"10.1080/10253860802560789","title":"Colonial images in global times: consumer interpretations of Africa and Africans in advertising","year":2009,"lang":"en","type":"article","venue":"Consumption Markets & Culture","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":100,"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":"Colonialism; Ideology; Rhetoric; Sociology; Denial; Globalization; Orientalism; Gender studies; Aesthetics; Political economy; Political science; History; Law; Politics; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.01465826762067233,"gpt":0.2636877548783205,"spread":0.2490294872576481,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002787448,0.0001818664,0.0002482984,0.0002865077,0.00008196104,0.0001615122,0.0001473757,0.0001171869,0.0004048525],"category_scores_gemma":[0.0001413662,0.0001820135,0.00005727107,0.0005247247,0.000143914,0.0007815463,0.00004853403,0.0001592367,0.00006188653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006733307,"about_ca_system_score_gemma":0.00002490071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009629753,"about_ca_topic_score_gemma":0.0003115642,"domain_scores_codex":[0.9987487,0.0000458407,0.0004735712,0.0003278837,0.0001819112,0.0002221232],"domain_scores_gemma":[0.9994138,0.00003766601,0.0002067694,0.0001804896,0.0001405605,0.0000206511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000372968,0.0003716394,0.8182858,0.0001760712,0.00001898254,0.00001834603,0.000782715,0.000008853719,0.01033373,0.00372796,0.006159808,0.1597432],"study_design_scores_gemma":[0.001112798,0.000004571405,0.9876645,0.0002038571,0.00005968378,0.000006103925,0.0002096736,0.0003550932,0.00004177531,0.00119515,0.008936196,0.0002106236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907332,0.001783355,0.00008357986,0.0006708873,0.0001812874,0.0004020299,0.00002283035,0.00006851835,0.006054325],"genre_scores_gemma":[0.9989205,0.0002513606,0.0001937612,0.0001837132,0.00003135542,0.00002377726,0.00003891767,0.000006991265,0.0003496136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1693787,"threshold_uncertainty_score":0.7422296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969008394","doi":"10.1080/10253860302699","title":"Producing and Consuming Gendered Representations: An Interpretation of the Sydney Gay and Lesbian Mardi Gras","year":2003,"lang":"en","type":"article","venue":"Consumption Markets & Culture","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":66,"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":"Carnivalesque; Appropriation; Lesbian; Politics; Sociology; Interpretation (philosophy); Gender studies; Sensibility; Aesthetics; Resistance (ecology); Media studies; Literature; Epistemology; Art; Law; Political science; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.04822887743983016,"gpt":0.3384739402610924,"spread":0.2902450628212622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008697811,0.0001017749,0.0001297497,0.00004362138,0.0005893505,0.00009836815,0.00008826568,0.00009345935,0.00009596418],"category_scores_gemma":[0.001308037,0.0000798641,0.00003467724,0.0001342677,0.0004212099,0.0003295877,0.00002657901,0.0001270437,0.000001452571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003420473,"about_ca_system_score_gemma":0.00008772462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001039629,"about_ca_topic_score_gemma":0.0004683398,"domain_scores_codex":[0.9983369,0.0007483514,0.0002139511,0.0002975592,0.000232127,0.0001711755],"domain_scores_gemma":[0.9993164,0.0001131557,0.0001498612,0.0001937129,0.000115901,0.0001109575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007008722,0.00007000091,0.5009852,0.0003194127,0.00008934743,0.000003721384,0.4221047,0.00001431077,0.01581279,0.007867312,0.00199377,0.05066928],"study_design_scores_gemma":[0.001065704,0.00002726332,0.8789981,0.0005022535,0.0001783317,0.00004739423,0.09899423,0.0004287971,0.002380167,0.004470349,0.01245174,0.0004556713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890536,0.00246617,0.0005700408,0.0003225344,0.0003952817,0.0004799653,0.000007871183,0.00003968832,0.006664845],"genre_scores_gemma":[0.9967548,0.001020606,0.0008154974,0.0001411596,0.00005001701,0.00001045992,0.000006989341,0.000007586485,0.001192936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3780129,"threshold_uncertainty_score":0.4532867,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200212278","doi":"10.1080/10253866.2021.1996734","title":"Decolonizing marketing","year":2021,"lang":"en","type":"article","venue":"Consumption Markets & Culture","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":46,"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":"Event (particle physics); Decolonization; Conversation; Ethos; Sociology; Public relations; Media studies; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.02247138753593203,"gpt":0.2401714241868093,"spread":0.2177000366508773,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007051209,0.0001415567,0.0001410457,0.00008237004,0.0003127166,0.0003707843,0.0001106925,0.0001034815,0.007495191],"category_scores_gemma":[0.0003263321,0.0001421745,0.00006354973,0.0002211398,0.00003307696,0.0005440773,0.0001253759,0.0001557335,0.001668758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007239555,"about_ca_system_score_gemma":0.00004421197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002100625,"about_ca_topic_score_gemma":0.00001621024,"domain_scores_codex":[0.9990586,0.00002801238,0.0002742594,0.0002791809,0.0001325763,0.0002273726],"domain_scores_gemma":[0.9993228,0.00003820842,0.0001587554,0.0001571032,0.0003112719,0.00001181579],"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":[0.0001232554,0.0001352245,0.3878477,0.0006243807,0.0001496505,0.0001212189,0.0004043135,0.000008695587,0.003669347,0.05952569,0.4759373,0.07145329],"study_design_scores_gemma":[0.0003882279,3.712137e-7,0.2505078,0.00004827994,0.00001529365,0.000008580487,0.0003185263,0.0002219227,0.00005933665,0.0003485018,0.7478808,0.0002024545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7738234,0.0004188011,0.0002805477,0.002467906,0.001597071,0.0001884285,0.000002424317,0.0002792178,0.2209422],"genre_scores_gemma":[0.9425642,0.0001564081,0.003334991,0.0213281,0.00125268,0.00004017015,0.0002695084,0.00003989476,0.03101402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2719434,"threshold_uncertainty_score":0.9991086,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2892073512","doi":"10.1080/10253866.2018.1519489","title":"Self-quantification and the datapreneurial consumer identity","year":2018,"lang":"en","type":"article","venue":"Consumption Markets & Culture","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Identity (music); Context (archaeology); Big data; Process (computing); Constitution; Control (management); Identity theft; Business; Marketing; Internet privacy; Sociology; Economics; Political science; Computer science; Law; Aesthetics; Management","retraction":null,"screen_n_in":null,"score":{"opus":0.02288681222978449,"gpt":0.2556638217681726,"spread":0.2327770095383881,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006292302,0.0001845496,0.0001666748,0.00008159412,0.0004407551,0.001033063,0.0003117111,0.0001042383,0.0003387432],"category_scores_gemma":[0.0004201824,0.0001305715,0.00005393956,0.0002661271,0.0005935666,0.002554958,0.0002600345,0.0001594645,0.001324333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001967614,"about_ca_system_score_gemma":0.00001071702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000283217,"about_ca_topic_score_gemma":0.00008501777,"domain_scores_codex":[0.9988874,0.00003101353,0.0002535242,0.0003829155,0.0002295838,0.000215549],"domain_scores_gemma":[0.999073,0.00005694041,0.0002553836,0.0003530788,0.0002485982,0.00001301258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001234189,0.0001716634,0.114491,0.0007623196,0.0001570843,0.000009241845,0.0003594708,3.6283e-7,0.003263831,0.5952834,0.2693465,0.01492093],"study_design_scores_gemma":[0.001769142,0.000005230499,0.1129562,0.00007133997,0.0001289521,0.00001407335,0.00004389746,0.001388909,0.0001534927,0.005913117,0.8772553,0.0003003284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9454181,0.001606481,0.003007069,0.001759584,0.002724488,0.00129068,0.00004089821,0.0007113671,0.04344134],"genre_scores_gemma":[0.9959571,0.0002956795,0.0002440773,0.001031228,0.001040912,0.00003097556,0.00008212985,0.00001993042,0.001297929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6079088,"threshold_uncertainty_score":0.9994532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205160844","doi":"10.1080/10253866.2021.2019026","title":"Blockchain and art market: resistance or adoption?","year":2022,"lang":"en","type":"article","venue":"Consumption Markets & Culture","topic":"Art History and Market Analysis","field":"Arts and Humanities","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Blockchain; Resistance (ecology); Process (computing); Field (mathematics); Business; Business model; Tracing; Marketing; Perspective (graphical); Knowledge management; Computer science; Computer security","retraction":null,"screen_n_in":null,"score":{"opus":0.02240347077136071,"gpt":0.2248282212411623,"spread":0.2024247504698016,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005393506,0.0001897136,0.0002119863,0.000113833,0.00179426,0.0001034827,0.0001535464,0.00004215453,0.1230084],"category_scores_gemma":[0.00004803484,0.0001592498,0.00009894346,0.00006556076,0.0002786857,0.0001294925,0.0001258126,0.0002672585,0.0001121575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009219111,"about_ca_system_score_gemma":0.00003130316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004190656,"about_ca_topic_score_gemma":0.0009768264,"domain_scores_codex":[0.9985956,0.0003071361,0.000251292,0.000354563,0.0002739451,0.0002174659],"domain_scores_gemma":[0.9993597,0.00008289816,0.0001381705,0.0002461659,0.00007814854,0.00009497428],"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":[0.0008545938,0.0000758832,0.0006244527,0.00008707099,0.0000939856,0.00003452787,0.009849776,0.000002944412,0.00004402936,0.01880775,0.9675066,0.002018355],"study_design_scores_gemma":[0.00037049,0.00003799823,0.001023227,0.00001876033,0.00009970165,0.00001632748,0.002991026,0.0001172468,0.000001238522,0.0003880461,0.9946876,0.000248374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06764136,0.006910456,0.00008463748,0.001735837,0.001421212,0.0006741674,0.0003909915,0.0004392525,0.9207021],"genre_scores_gemma":[0.194776,0.000311664,0.0001550074,0.0008010775,0.0002207014,0.0001102554,0.00005868523,0.00001908232,0.8035476],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1271346,"threshold_uncertainty_score":0.9995053,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1943757613","doi":"10.1080/10253866.2015.1040626","title":"A history of global consumption, 1500–1800","year":2015,"lang":"en","type":"article","venue":"Consumption Markets & Culture","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":20,"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":"Consumption (sociology); Economic geography; Economics; Aesthetics; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.04923753490300531,"gpt":0.2520485737105173,"spread":0.2028110388075119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002900222,0.0002144638,0.0002626741,0.000007468896,0.00006938063,0.00002467102,0.0002557002,0.0002414153,0.002461527],"category_scores_gemma":[0.0000899086,0.00008821805,0.0001505608,0.0001448513,0.0001948836,0.0002003235,0.00007666995,0.0001544738,0.0003701587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003021578,"about_ca_system_score_gemma":0.00005007393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005131149,"about_ca_topic_score_gemma":0.0001736401,"domain_scores_codex":[0.9985849,0.000154375,0.0003209536,0.0003425592,0.000341621,0.0002556469],"domain_scores_gemma":[0.9991163,0.00004124062,0.0001997517,0.0001082843,0.0002790763,0.0002553572],"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":[0.0002878031,0.0002176582,0.1577551,0.0000430694,0.00005283573,0.00002558116,0.0005168285,0.000001241735,0.01868661,0.001375546,0.8064489,0.0145888],"study_design_scores_gemma":[0.0004099619,0.0001040675,0.309788,0.00003847569,0.00004086564,0.00006489641,0.0001410258,0.00001191974,0.00007437892,0.000540852,0.6885645,0.0002210359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695606,0.009777239,0.00001087099,0.0007078749,0.0009000694,0.0002918206,0.0001328202,0.0001677147,0.01845105],"genre_scores_gemma":[0.980045,0.0004674508,0.0002757427,0.0005682754,0.0004682337,0.00002188243,0.0002390168,0.000001794851,0.0179126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1520328,"threshold_uncertainty_score":0.9984503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2895856429","doi":"10.1080/10253866.2018.1534733","title":"The consumer acculturative effect of state-subsidized spaces: spatial segregation, cultural integration, and consumer contestation","year":2018,"lang":"en","type":"article","venue":"Consumption Markets & Culture","topic":"Romani and Gypsy Studies","field":"Health Professions","cited_by":20,"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":"Acculturation; Governmentality; Sociology; Immigration; Gentrification; Economic geography; Political science; Geography; Ethnic group; Economics; Economic growth; Politics; Anthropology; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.0339342568935973,"gpt":0.3859922654357573,"spread":0.35205800854216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001054294,0.000363856,0.00047568,0.0000573327,0.002258842,0.00008234183,0.0001614979,0.0002335843,0.000325902],"category_scores_gemma":[0.00207083,0.0001909063,0.00008650082,0.0001929816,0.001263466,0.0003983456,0.00009702276,0.0004740338,0.0001864153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008679234,"about_ca_system_score_gemma":0.00008825339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001440173,"about_ca_topic_score_gemma":0.001940074,"domain_scores_codex":[0.996412,0.001691007,0.0007443876,0.0004061638,0.0003359302,0.0004104822],"domain_scores_gemma":[0.9951186,0.002081156,0.0007072131,0.0002855427,0.001686257,0.0001212546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005761679,0.00009414543,0.5829799,0.0008325887,0.001021898,0.000005849728,0.09402823,7.113982e-7,0.03540243,0.004393092,0.2167989,0.05868061],"study_design_scores_gemma":[0.01130868,0.001094316,0.7577237,0.001536412,0.0005670898,0.00002513889,0.02450404,0.0004951844,0.01501854,0.001538314,0.1851297,0.001058803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888257,0.003517371,0.0005335148,0.0007369238,0.0009870245,0.002169221,0.0001272742,0.0001285883,0.002974364],"genre_scores_gemma":[0.9897074,0.00395771,0.0002471503,0.0002574952,0.0001638395,0.0002775066,0.0001390355,0.0000224804,0.005227454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1747439,"threshold_uncertainty_score":0.9990401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4250983078","doi":"10.1080/10253866.2016.1153830","title":"High heels","year":2016,"lang":"en","type":"article","venue":"Consumption Markets & Culture","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Femininity; Torture; Power (physics); Aesthetics; Sociology; Political science; Gender studies; Law; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.03371333878342574,"gpt":0.2346767270792869,"spread":0.2009633882958612,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008675613,0.0001566006,0.0001338123,0.00002991411,0.0002613835,0.0001415605,0.0001406704,0.00006880706,0.06663392],"category_scores_gemma":[0.00003947139,0.00007869752,0.00008858382,0.00001613267,0.0002270241,0.0003110495,0.00002992998,0.00007827838,0.004109179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002718961,"about_ca_system_score_gemma":0.000008070656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004339314,"about_ca_topic_score_gemma":0.00009679687,"domain_scores_codex":[0.9991958,0.00006011283,0.0001695146,0.0002173285,0.0001578317,0.0001993846],"domain_scores_gemma":[0.9995203,0.00003602881,0.00006671458,0.0001749489,0.0001166143,0.0000854119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004919102,0.00005466249,0.0003959651,0.0000376826,0.00005044522,0.000008516578,0.009971923,8.236952e-8,0.00704252,0.4627505,0.4546589,0.06497956],"study_design_scores_gemma":[0.0004973999,0.00001936427,0.003980313,0.0001321777,0.00001693756,0.000006730384,0.0008391651,7.586972e-7,0.0002910965,0.001357576,0.99265,0.0002085145],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8516016,0.0007787088,0.0000430428,0.005101491,0.002465746,0.000364223,0.0002080798,0.0006903262,0.1387468],"genre_scores_gemma":[0.7821589,0.000542852,0.00005021086,0.0008346698,0.0004836227,0.00001823086,0.00002127691,0.00001152115,0.2158788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.537991,"threshold_uncertainty_score":0.9966663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2734668542","doi":"10.1080/10253866.2017.1345240","title":"Consuming abjection: an examination of death and disgust in the black metal scene","year":2017,"lang":"en","type":"article","venue":"Consumption Markets & Culture","topic":"Crime, Deviance, and Social Control","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University; University of Alberta","funders":"","keywords":"Disgust; Mainstream; Consumption (sociology); Context (archaeology); Participant observation; Sociology; Work (physics); Psychology; Social psychology; Gender studies; History; Political science; Social science; Law; Anger; Engineering; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.05523024348649128,"gpt":0.3541773375457592,"spread":0.2989470940592679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001650269,0.00009539273,0.0001617835,0.00003853329,0.001109158,0.000233509,0.0002546946,0.0001355657,0.0001033063],"category_scores_gemma":[0.000532992,0.0000737247,0.000045915,0.00006070305,0.0006646245,0.0005349306,0.00002338993,0.0001496486,0.000005813343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004438819,"about_ca_system_score_gemma":0.00004415324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003779044,"about_ca_topic_score_gemma":0.003910322,"domain_scores_codex":[0.9986432,0.0005581607,0.0001702849,0.00019224,0.0002683127,0.0001678222],"domain_scores_gemma":[0.9992777,0.0001235592,0.0001901165,0.0002242256,0.00012862,0.00005576964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001697806,0.0002796146,0.5078372,0.0001501975,0.0000822272,0.00001989999,0.2153162,0.000001286803,0.002536138,0.05840677,0.00077335,0.2144273],"study_design_scores_gemma":[0.0004971823,0.00001737753,0.9752496,0.00004063317,0.00004464549,0.000001693301,0.01434698,0.00006441999,0.00002619323,0.0004096178,0.009193774,0.0001078987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662247,0.0006219379,0.00003305143,0.0003621432,0.0002147526,0.0003477539,0.000008914585,0.00002164912,0.03216515],"genre_scores_gemma":[0.9978489,0.0009235239,0.0000581628,0.00006888236,0.0001874192,0.00001372526,0.000007334881,0.000004679591,0.000887367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4674124,"threshold_uncertainty_score":0.8530861,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367180869","doi":"10.1080/10253866.2023.2206128","title":"Bodies as machines. Machines as bodies","year":2023,"lang":"en","type":"article","venue":"Consumption Markets & Culture","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":12,"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":"Personhood; Dehumanization; Metaphor; Meaning (existential); Posthumanism; Human body; Transhumanism; Epistemology; Sociology; Cognitive science; Human enhancement; Aesthetics; Computer science; Artificial intelligence; Psychology; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.07119846106589114,"gpt":0.3583865519697623,"spread":0.2871880909038711,"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":[0.0004789041,0.0003726662,0.0002918747,0.0003231575,0.0007870879,0.0002230907,0.0005393596,0.00021706,0.00431105],"category_scores_gemma":[0.0047304,0.0003102545,0.0001244797,0.0005835043,0.0008562653,0.0003765473,0.0003378041,0.000703514,0.008104537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005606357,"about_ca_system_score_gemma":0.00006292245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001523798,"about_ca_topic_score_gemma":0.00002997075,"domain_scores_codex":[0.9970117,0.0003008228,0.000499465,0.0008714385,0.0007656168,0.0005510172],"domain_scores_gemma":[0.9983764,0.0004985792,0.0002255148,0.0005590593,0.0001640663,0.0001763972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001636456,0.0001980756,0.004676728,0.0003350304,0.00004866266,0.0002645579,0.00256534,0.000006351328,0.5960245,0.03263181,0.3489838,0.01410152],"study_design_scores_gemma":[0.001684055,0.0001910457,0.04763887,0.0002869115,0.00009288256,0.0002278547,0.000244135,0.001092915,0.0665547,0.06057479,0.820127,0.001284842],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9026246,0.0005746736,0.0001260359,0.01681467,0.003647933,0.001101241,0.0002715951,0.002712175,0.07212707],"genre_scores_gemma":[0.7948996,0.004066103,0.0002420065,0.01598675,0.0005211417,0.0002281277,0.0001792771,0.00008938622,0.1837876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5294697,"threshold_uncertainty_score":0.999935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2396360085","doi":"10.1080/10253866.2016.1172213","title":"Pursuing fitness: how dialectic goal striving and intersubjectivity influence consumer outcomes","year":2016,"lang":"en","type":"article","venue":"Consumption Markets & Culture","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"","keywords":"Intersubjectivity; Dialectic; Psychology; Aesthetics; Sociology; Epistemology; Social science; Art; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.02073516963471446,"gpt":0.2492933514994264,"spread":0.228558181864712,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000453551,0.0003319582,0.0003011875,0.0002686866,0.0004084491,0.0008735751,0.0002535096,0.0001637386,0.0006550113],"category_scores_gemma":[0.000761201,0.0002391699,0.0001154904,0.0002376564,0.0003050787,0.002606701,0.0002008222,0.0002038061,0.0003442776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000725178,"about_ca_system_score_gemma":0.00002129015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003938682,"about_ca_topic_score_gemma":0.0001460852,"domain_scores_codex":[0.9983455,0.00006465613,0.0003134199,0.0005973881,0.0003197468,0.0003593088],"domain_scores_gemma":[0.9987737,0.0001861423,0.0003135949,0.0003781199,0.0003010552,0.00004740211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006041939,0.00004500283,0.8364771,0.0001100766,0.00004151566,0.000004504709,0.00005511495,1.343258e-7,0.01783553,0.0004544751,0.001995362,0.1429208],"study_design_scores_gemma":[0.001187663,0.000002590203,0.9689711,0.0002131603,0.0001470351,0.0000131852,0.00009539311,0.00003087346,0.0001400537,0.0002380366,0.02856679,0.0003941508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957429,0.0004714029,0.0004813656,0.001612605,0.0006946798,0.0004084242,0.00001377421,0.000280928,0.0002938741],"genre_scores_gemma":[0.9962981,0.0003285412,0.00005833053,0.0004409169,0.0001432386,0.00008327399,0.0000161229,0.00002814062,0.002603344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1425266,"threshold_uncertainty_score":0.9753067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398233175","doi":"10.1080/10253866.2024.2350969","title":"Intersecting the body","year":2024,"lang":"en","type":"article","venue":"Consumption Markets & Culture","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.03416375638329778,"gpt":0.3326681336170055,"spread":0.2985043772337078,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005497573,0.00006573721,0.00005758202,0.00002426898,0.0008003272,0.000385749,0.0001437357,0.00005369203,0.0003648976],"category_scores_gemma":[0.0001391797,0.00004169405,0.00007045473,0.0001308645,0.00008443191,0.000157259,0.00005394221,0.0001684468,0.000376254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000511528,"about_ca_system_score_gemma":0.00002864732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001314881,"about_ca_topic_score_gemma":0.001020668,"domain_scores_codex":[0.9992704,0.0001379824,0.0000878057,0.000154158,0.0001840392,0.0001656163],"domain_scores_gemma":[0.9997671,0.00004436884,0.00001940094,0.00008561085,0.00004917266,0.00003440365],"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":[0.00001059807,0.0000172696,0.01481063,0.00009356665,0.0001374837,0.00001384593,0.09894876,7.907842e-7,0.0003938276,0.02532442,0.838488,0.02176078],"study_design_scores_gemma":[0.00004113907,0.000003852868,0.01939344,0.00005583045,0.00002904505,0.000003016056,0.04528844,0.00003873035,0.000008824322,0.0008484225,0.9342118,0.00007744925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5765589,0.04732914,0.0008151561,0.07819152,0.01034295,0.001035033,0.00002536203,0.001236865,0.2844651],"genre_scores_gemma":[0.9705449,0.002080573,0.00002238843,0.0002476956,0.000379504,0.00001133184,0.000002125415,0.000004932235,0.02670649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3939861,"threshold_uncertainty_score":0.615555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410895041","doi":"10.1080/10253866.2025.2510341","title":"Solidarność from Gdańsk in 1980 to Calgary in 2022: political remitting and glocalization of symbols across time and space","year":2025,"lang":"en","type":"article","venue":"Consumption Markets & Culture","topic":"Communism, Protests, Social Movements","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Glocalization; Politics; Space (punctuation); Psychology; Social psychology; Sociology; Political science; Globalization; Computer science; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.01367676886775169,"gpt":0.3389531308598575,"spread":0.3252763619921058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008661086,0.0001136046,0.0002260047,0.00007759615,0.0002242431,0.00007725079,0.0001424898,0.0002157134,0.000067874],"category_scores_gemma":[0.001155778,0.000123746,0.00002224716,0.0003695692,0.0002660255,0.0001495138,0.0002248563,0.0002156555,0.000005311464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001988957,"about_ca_system_score_gemma":0.00008138186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004654223,"about_ca_topic_score_gemma":0.008762286,"domain_scores_codex":[0.9984103,0.0005258437,0.000283555,0.0002554599,0.0002045878,0.0003202921],"domain_scores_gemma":[0.9993128,0.0002879684,0.0000718705,0.0001428414,0.00007764166,0.0001068479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001060223,0.00008601179,0.9130918,0.00007909547,0.00002056311,0.0000058336,0.03520109,0.000001617082,0.007043037,0.0231914,0.0005184032,0.02065511],"study_design_scores_gemma":[0.0007947043,0.00001340206,0.9800373,0.0006337343,0.00001389918,2.919409e-7,0.007648178,0.0001833818,0.0003193576,0.00593553,0.004234788,0.0001854404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931851,0.0008270168,0.00009470725,0.001635146,0.00008083083,0.0005604713,0.0000320183,0.00002830758,0.00355637],"genre_scores_gemma":[0.997575,0.0003026832,0.0005062391,0.0004767871,0.00003331983,0.00002452583,0.00001967652,0.000006936878,0.001054758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06694547,"threshold_uncertainty_score":0.7035824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7127041872","doi":"10.1080/10253866.2025.2607368","title":"Tasting the alternative: plant-based meat, consumer captivation and the capitalization of plants in food markets","year":2025,"lang":"en","type":"article","venue":"Consumption Markets & Culture","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Wine tasting; Modalities; Product (mathematics); Pleasure; Capitalization; Capital (architecture); Food marketing; Food products","retraction":null,"screen_n_in":null,"score":{"opus":0.00880384607042138,"gpt":0.2257752946694456,"spread":0.2169714485990242,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006230108,0.0001640945,0.000163791,0.00003282706,0.0002107551,0.00003521756,0.0001751105,0.0000986818,0.0003174284],"category_scores_gemma":[0.0002161255,0.00008587338,0.00004451939,0.0001604405,0.0007099681,0.0001854872,0.0001100687,0.0001879144,0.000007435914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001378253,"about_ca_system_score_gemma":0.0000108866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001305519,"about_ca_topic_score_gemma":0.000308147,"domain_scores_codex":[0.9986545,0.0004058404,0.0002736191,0.0002515566,0.000230055,0.0001843878],"domain_scores_gemma":[0.9993006,0.0003141691,0.0001559981,0.0001836628,0.00001040423,0.00003514312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001280886,0.0001909253,0.968766,0.0001784354,0.00009524619,0.00000492474,0.004660279,0.002784531,0.003636479,0.001956708,0.007919122,0.008526434],"study_design_scores_gemma":[0.001762419,0.00002008765,0.9873002,0.0001066947,0.00003192232,0.000007602022,0.001352069,0.003456562,0.001216789,0.0008279347,0.003783933,0.0001337932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948366,0.0006243792,0.000495412,0.0007081354,0.00007421009,0.0007083055,0.00004949107,0.00001581818,0.002487666],"genre_scores_gemma":[0.9988434,0.0002367644,0.00006433968,0.0003378453,0.000009281227,0.00003653779,0.00005214316,0.000004877363,0.0004147965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01853416,"threshold_uncertainty_score":0.3501815,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}