{"meta":{"query_hash":"5540d9859e8a","filters":{"venue":"Journal of Macromarketing"},"cohort_total":60,"direct_labels_cover":0,"predictions_cover":60,"exported":60,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/5540d9859e8a","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Macromarketing"},"results":[{"id":"W1970063402","doi":"10.1177/0276146710376835","title":"Single- and Multi-Ideology Marketing in the Province of Quebec in the Early Twentieth Century","year":2010,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; Université du Québec en Outaouais","funders":"","keywords":"Ideology; Nationalism; Context (archaeology); Political science; Population; Advertising; Sociology; Politics; Law; Business; History; Archaeology","score_opus":0.012409246765876984,"score_gpt":0.2226691596309014,"score_spread":0.2102599128650244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970063402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908182,0.0001279936,0.000009746863,0.005720644,0.00037292394,0.00015609928,3.9022387e-7,0.0000043196824,0.002789656],"genre_scores_gemma":[0.9974073,0.000004681676,0.0004195715,0.00044433895,0.0016346176,0.0000018548213,5.1347814e-7,0.00001096869,0.00007615586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984185,0.00026920633,0.00064175884,0.00012746046,0.00028181824,0.00026125016],"domain_scores_gemma":[0.9979717,0.000909721,0.00085473026,0.0001534181,0.00010156507,0.000008843953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00909196,0.00013138581,0.00022682964,0.00022410124,0.00009904726,0.00017894698,0.00047531,0.000111835434,0.000029964189],"category_scores_gemma":[0.0019117552,0.000079288,0.00007267623,0.0003200078,0.00011447373,0.000602813,0.000114427894,0.0010332464,0.0000011423872],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004378102,0.00040834324,0.94352406,0.00027240367,0.000028750257,0.0006092765,0.0010116266,0.000014626832,0.008371453,0.00024636814,0.0043382933,0.04073699],"study_design_scores_gemma":[0.0009393982,0.000018517097,0.981977,0.0002617429,0.000029444867,0.00011932253,0.002418455,0.00041174344,0.000039658888,0.00014452644,0.013527772,0.00011241606],"about_ca_topic_score_codex":0.0014015523,"about_ca_topic_score_gemma":0.002221516,"teacher_disagreement_score":0.04062457,"about_ca_system_score_codex":0.000011549163,"about_ca_system_score_gemma":0.000036888014,"threshold_uncertainty_score":0.4488999},"labels":[],"label_agreement":null},{"id":"W1977594915","doi":"10.1177/0276146711407506","title":"Governmentality at the Base-of-the-Pyramid","year":2011,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Governmentality; Ideology; Capitalism; Premise; Obstacle; Poverty; Political economy; Sociology; Economic system; Economics; Market economy; Political science; Law; Epistemology; Politics; Economic growth","score_opus":0.026107356135030808,"score_gpt":0.19472798533762062,"score_spread":0.1686206292025898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977594915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8928996,0.000025360665,0.00002125619,0.001165528,0.00080717384,0.00006198493,6.9155425e-7,0.000004367272,0.10501409],"genre_scores_gemma":[0.9964439,0.0000034022262,0.0002673329,0.0019501525,0.00027959954,8.3471826e-7,3.7443192e-7,0.000008615319,0.0010457395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990272,0.000028696184,0.0005103271,0.00006304473,0.00025023412,0.00012051959],"domain_scores_gemma":[0.99856263,0.000056812834,0.0011171036,0.00012471012,0.00013309822,0.0000056318704],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026028953,0.000075361895,0.0001242896,0.00003501094,0.00021500012,0.00003971777,0.00030201252,0.000027489668,0.0013899456],"category_scores_gemma":[0.00020240905,0.000043996963,0.00012038895,0.00012756573,0.00007416546,0.00025634302,0.0002236873,0.00012930519,0.000029633347],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043869144,0.00017654012,0.8850182,0.00020055306,0.00025419064,0.000015577723,0.0013028552,0.000008005891,0.00437353,0.01249853,0.07518841,0.020524861],"study_design_scores_gemma":[0.0008099868,0.000009058262,0.8818536,0.00013235502,0.000058754536,0.000027276501,0.0022201522,0.00016964477,0.0029943858,0.0015954368,0.109957285,0.00017210345],"about_ca_topic_score_codex":0.00003747053,"about_ca_topic_score_gemma":0.000017174249,"teacher_disagreement_score":0.10396835,"about_ca_system_score_codex":0.00012370222,"about_ca_system_score_gemma":0.0000277594,"threshold_uncertainty_score":0.9995229},"labels":[],"label_agreement":null},{"id":"W1982747884","doi":"10.1177/0276146705285689","title":"Book Review: The Ethical Consumer","year":2006,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Macromarketing; Engineering ethics; Business; Sociology; Marketing; Engineering","score_opus":0.01333706440403276,"score_gpt":0.2607637102163243,"score_spread":0.2474266458122915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982747884","genre_codex":"review","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043903645,0.5631477,0.0001403794,0.31076163,0.0014558687,0.0003867304,0.0000017920239,0.00008120095,0.08012103],"genre_scores_gemma":[0.14694643,0.008091246,0.00020878864,0.8342607,0.007993316,0.0000058576097,0.0000071203694,0.000053720723,0.0024328234],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984538,0.000102853024,0.0006837943,0.00009691236,0.0004485563,0.00021408976],"domain_scores_gemma":[0.9982923,0.0003806341,0.00082600774,0.00016268883,0.00032757566,0.000010786429],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005182101,0.000119607066,0.0002570127,0.00007709492,0.00022504847,0.00016584045,0.0003445352,0.000085029234,0.0014055355],"category_scores_gemma":[0.00057361077,0.00007519344,0.00019601457,0.00027072214,0.00006532138,0.00041985957,0.00009904444,0.0007377051,0.0001240314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041057185,0.000027465156,0.0018520263,0.0006163282,0.000021495234,0.000029989953,0.000008035345,0.000006325816,0.00006824851,0.0005116613,0.9947831,0.0020342905],"study_design_scores_gemma":[0.0002663879,0.000003774124,0.009317278,0.0009066976,0.00011551741,0.000055897013,0.000047585094,0.00011956482,0.00000825532,0.0003322216,0.98872364,0.000103187886],"about_ca_topic_score_codex":0.00015713634,"about_ca_topic_score_gemma":0.000027392814,"teacher_disagreement_score":0.55505645,"about_ca_system_score_codex":0.000018060968,"about_ca_system_score_gemma":0.0000239022,"threshold_uncertainty_score":0.9995073},"labels":[],"label_agreement":null},{"id":"W1987640934","doi":"10.1177/0276146711427302","title":"Vietnamese Weddings","year":2011,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Vietnamese; Modernization theory; Modernity; Consumption (sociology); China; Perception; Sociology; Gender studies; Political science; Conspicuous consumption; Transition (genetics); Social change; Political economy; Economic growth; Social science; Economics; Psychology; Emerging markets","score_opus":0.053858645500384036,"score_gpt":0.28746646890791383,"score_spread":0.23360782340752978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987640934","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20636074,0.0019835483,0.000054256263,0.0014060336,0.0011818673,0.00006320759,5.8850566e-7,0.000028951326,0.7889208],"genre_scores_gemma":[0.9945388,0.00013387798,0.0025051697,0.00011143439,0.0004964573,8.6108696e-7,4.3897895e-8,0.0000072120606,0.0022061726],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987995,0.0002683075,0.00031122047,0.00007310583,0.000335495,0.0002123759],"domain_scores_gemma":[0.99913204,0.000039374383,0.0003996093,0.000058533296,0.0002595721,0.00011085319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030415077,0.00007540792,0.0001800044,0.000059214388,0.000878151,0.000022696717,0.00024482128,0.000053689288,0.0008734594],"category_scores_gemma":[0.0011162685,0.000060655464,0.00015116856,0.00016009116,0.0001892658,0.00026875857,0.00003047951,0.00020597916,0.00001858986],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003538199,0.00018365224,0.01767837,0.000040860054,0.00021950417,0.00028198538,0.8572739,5.928974e-7,0.0014034712,0.010115763,0.07706649,0.03538163],"study_design_scores_gemma":[0.00048875256,0.00015010365,0.009276791,0.00023613102,0.00008421625,0.00007049436,0.23496349,0.000002054166,0.00010732731,0.0031540222,0.7512106,0.00025603035],"about_ca_topic_score_codex":0.000025311667,"about_ca_topic_score_gemma":0.000087982204,"teacher_disagreement_score":0.788178,"about_ca_system_score_codex":0.000082082115,"about_ca_system_score_gemma":0.00009478776,"threshold_uncertainty_score":0.95637673},"labels":[],"label_agreement":null},{"id":"W1987661036","doi":"10.1177/0276146707300066","title":"Processual Learning, Environmental Pluralism, and Inherent Challenges of Managing a Socioeconomic Crisis: The Case of the Canadian Mad Cow Crisis","year":2007,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; University of Regina","funders":"","keywords":"Crisis management; Socioeconomic status; Bovine spongiform encephalopathy; Pluralism (philosophy); Risk management; Politics; Business; Public relations; Political science; Environmental health; Law; Disease; Medicine; Population","score_opus":0.011864430163710454,"score_gpt":0.26807570180122964,"score_spread":0.25621127163751917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987661036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98142076,0.0018626656,0.0000031471975,0.009102154,0.00013020473,0.00011434009,0.0000013333114,0.0000024285887,0.007362987],"genre_scores_gemma":[0.9989743,0.00063864375,0.00003509707,0.00011520278,0.000087759276,6.842343e-7,6.3200126e-8,0.0000064087535,0.00014184366],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987742,0.00027221997,0.00037387098,0.00009702699,0.00023841546,0.0002443137],"domain_scores_gemma":[0.99899393,0.00017366803,0.000625473,0.00007806586,0.00003344917,0.00009542183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038643694,0.000081555954,0.00015214646,0.0000919915,0.000587785,0.00005607236,0.00032005762,0.000045803765,0.000063847605],"category_scores_gemma":[0.00008523837,0.00005216691,0.00008562845,0.00006398203,0.00031483412,0.00016219422,0.000093840565,0.00021629473,6.177313e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030334006,0.00023558407,0.20522808,0.0005867757,0.0006095247,0.0008375149,0.5618904,0.00028866573,0.0005538928,0.0064495765,0.0068535097,0.21616314],"study_design_scores_gemma":[0.00033918596,0.00006477947,0.0627047,0.00012012372,0.00007866675,0.00011489349,0.93081933,0.000060433158,0.00010152218,0.0005185671,0.004961162,0.000116610616],"about_ca_topic_score_codex":0.014726484,"about_ca_topic_score_gemma":0.19813499,"teacher_disagreement_score":0.36892897,"about_ca_system_score_codex":0.00011609858,"about_ca_system_score_gemma":0.00009953554,"threshold_uncertainty_score":0.9918345},"labels":[],"label_agreement":null},{"id":"W1992121748","doi":"10.1177/0276146708325387","title":"An Open Source, Controversies-based Macromarketing Chapter","year":2008,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Macromarketing; Sociology; Field (mathematics); Social science; Engineering ethics; Marketing; Engineering; Business","score_opus":0.02223261006232857,"score_gpt":0.2529669271218357,"score_spread":0.23073431705950714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992121748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8593572,0.00010349829,0.0014287515,0.002154599,0.0010572546,0.00038062996,0.000001077246,0.000101425554,0.13541558],"genre_scores_gemma":[0.99042094,0.000020313073,0.003109949,0.003347444,0.0020826259,0.000005730347,0.00000985373,0.000067701156,0.00093542837],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976633,0.00011559097,0.00085515046,0.0003135098,0.00059464545,0.00045780902],"domain_scores_gemma":[0.99684167,0.0005161229,0.0017036375,0.00034511273,0.00053682673,0.000056645345],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0059583075,0.00028590928,0.0004465697,0.00054870755,0.00064959785,0.000720395,0.0011777777,0.00008360226,0.0013025632],"category_scores_gemma":[0.0018068606,0.00026701676,0.00017801237,0.00037346134,0.00009054548,0.0025963366,0.00031486174,0.00031424768,0.000048501402],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008459104,0.0017916348,0.5864567,0.0011071082,0.0006072986,0.000786553,0.0006454068,0.0013950572,0.014841209,0.0044727894,0.24995871,0.1294784],"study_design_scores_gemma":[0.006399462,0.00021577385,0.20158295,0.0007783615,0.0003376399,0.00017978725,0.0015198624,0.024673387,0.00020533428,0.00058883143,0.76237434,0.001144253],"about_ca_topic_score_codex":0.00016990144,"about_ca_topic_score_gemma":0.00001923367,"teacher_disagreement_score":0.51241565,"about_ca_system_score_codex":0.00006687778,"about_ca_system_score_gemma":0.00007462053,"threshold_uncertainty_score":0.9999782},"labels":[],"label_agreement":null},{"id":"W1993156194","doi":"10.1177/0276146709346255","title":"Sociopolitical Foundations of Food Safety Regulation and the Governance of Global Agrifood Systems","year":2009,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; University of Regina","funders":"","keywords":"Politics; Bovine spongiform encephalopathy; Element (criminal law); Corporate governance; Food safety; Marketing channel; Business; Marketing; Food security; Political science; Law; Agriculture","score_opus":0.011978555163750524,"score_gpt":0.25362033726506306,"score_spread":0.24164178210131254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993156194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97964406,0.0006116714,0.00023372912,0.002685404,0.00023057948,0.00017162155,0.000010781942,0.000007421794,0.01640475],"genre_scores_gemma":[0.9992319,0.000029825129,0.00006713296,0.0000973166,0.0005597114,2.8522018e-7,0.000001001798,0.0000040367718,0.000008803362],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985779,0.000092123206,0.00069413864,0.00007851719,0.00037428067,0.00018302543],"domain_scores_gemma":[0.9980598,0.0001976943,0.0010996052,0.00009444476,0.0005308359,0.000017600474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021954451,0.00009812971,0.00032768273,0.000024509656,0.00016372977,0.000105887564,0.00015716723,0.000060514147,0.0000075143416],"category_scores_gemma":[0.0018422691,0.00006938168,0.00016199362,0.00024510338,0.00020371622,0.0005047879,0.000037270693,0.00011550272,2.8350289e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009578839,0.00017046425,0.056092832,0.0004833526,0.00015320416,0.0000028740722,0.00038394902,0.00018558002,0.00008172174,0.93585545,0.00042411176,0.005208601],"study_design_scores_gemma":[0.0020221896,0.0000850246,0.9106159,0.0002769705,0.00020461892,0.00002020709,0.00498205,0.0010456375,0.0000062240633,0.08010845,0.0005221075,0.00011058985],"about_ca_topic_score_codex":0.00016634155,"about_ca_topic_score_gemma":0.000012904229,"teacher_disagreement_score":0.855747,"about_ca_system_score_codex":0.00012462866,"about_ca_system_score_gemma":0.00006184166,"threshold_uncertainty_score":0.28293025},"labels":[],"label_agreement":null},{"id":"W1997547921","doi":"10.1177/0276146708327622","title":"``A More Definite System''","year":2008,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Exploit; Dominance (genetics); Economies of scale; Business; Market economy; Scope (computer science); Industrial organization; Marketing; Economics","score_opus":0.020549163043560026,"score_gpt":0.2130005092041991,"score_spread":0.19245134616063908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997547921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91929305,0.0001231149,0.00007979231,0.0018229883,0.0007111034,0.00004533564,5.000337e-7,0.000045395733,0.07787874],"genre_scores_gemma":[0.9865957,0.0000040400178,0.0005231256,0.0004510221,0.01201412,7.558593e-7,9.544218e-7,0.000021070462,0.00038923929],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987856,0.000020629432,0.0005189158,0.000098224205,0.0003476987,0.00022892289],"domain_scores_gemma":[0.99873316,0.000101406615,0.0007721308,0.000116117226,0.00025705996,0.000020114601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010963423,0.00012920781,0.00024195222,0.00022710644,0.00025807743,0.00008751281,0.00024290518,0.00007800967,0.00012717358],"category_scores_gemma":[0.00038839894,0.00010720358,0.00015711148,0.00028831937,0.00004287949,0.00079498254,0.00008157457,0.00033627008,0.00008858132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058529363,0.0002569748,0.37841076,0.0010137507,0.0003028117,0.009514247,0.00030585402,0.00045759,0.0022656147,0.0022322044,0.59773785,0.0069170706],"study_design_scores_gemma":[0.003293334,0.000051841445,0.39782482,0.0018042098,0.00027412898,0.007792063,0.0028104524,0.0035703736,0.00031155912,0.0003516624,0.58110386,0.00081173243],"about_ca_topic_score_codex":0.000033346794,"about_ca_topic_score_gemma":2.898252e-7,"teacher_disagreement_score":0.0774895,"about_ca_system_score_codex":0.000031959105,"about_ca_system_score_gemma":0.000032265354,"threshold_uncertainty_score":0.4371635},"labels":[],"label_agreement":null},{"id":"W1998593856","doi":"10.1177/0276146701211006","title":"A Theme Worthy of Epic Treatment: N.S.B. Gras and the Emergence of American Business History","year":2001,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Historical Economic and Social Studies","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"EPIC; Business history; Theme (computing); Management; Sociology; Art; Literature; Economics","score_opus":0.029346359870636426,"score_gpt":0.210839724546641,"score_spread":0.18149336467600458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998593856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95074356,0.023584029,0.0002552716,0.0009329156,0.00033786264,0.00006563428,0.0000062717595,0.0000026315822,0.024071848],"genre_scores_gemma":[0.9884592,0.010739593,0.00022623177,0.000038843456,0.00008793206,0.0000019229713,1.5042589e-7,0.000008233978,0.00043786768],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988435,0.000045806268,0.0008516311,0.000098803124,0.00003456508,0.00012570467],"domain_scores_gemma":[0.9977695,0.0002362338,0.0017817353,0.00009397381,0.000079823185,0.000038738854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010316513,0.00009082467,0.00065332855,0.000092490154,0.000074775504,0.0000043193822,0.00013375224,0.00002542718,0.00018388218],"category_scores_gemma":[0.00043474438,0.0000692234,0.00016569097,0.00017180115,0.00040170777,0.000072139585,0.000030043271,0.0000742013,0.0000020593204],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016023023,0.00042143188,0.8721323,0.00012349477,0.0011182334,0.000028511377,0.020140922,0.000075218224,0.00009517559,0.045921236,0.0053021093,0.053039048],"study_design_scores_gemma":[0.00503635,0.00052273256,0.69734585,0.00013544766,0.0001423124,0.00006384825,0.00597212,0.00043235885,0.000018299983,0.014238158,0.2756501,0.0004423922],"about_ca_topic_score_codex":0.0011541055,"about_ca_topic_score_gemma":0.00004941197,"teacher_disagreement_score":0.270348,"about_ca_system_score_codex":0.00017099387,"about_ca_system_score_gemma":0.00002973404,"threshold_uncertainty_score":0.28228483},"labels":[],"label_agreement":null},{"id":"W2005874270","doi":"10.1177/0276146708316561","title":"An Introduction to the Invited Commentaries on Macromarketing Education","year":2008,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Macromarketing; Curriculum; Session (web analytics); Sociology; Engineering ethics; Argument (complex analysis); Pedagogy; Marketing; Engineering; Medicine; Business; Advertising","score_opus":0.01255530436849674,"score_gpt":0.24218151777958705,"score_spread":0.2296262134110903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005874270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8927406,0.000050970928,0.0001881587,0.09496006,0.003169196,0.00031347934,5.550011e-7,0.000057528614,0.008519457],"genre_scores_gemma":[0.96497995,0.000021545175,0.0013506286,0.018863369,0.014283707,0.000014804332,0.000021567996,0.000038753016,0.00042570138],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980928,0.00017210687,0.0006435352,0.00025510965,0.00053657417,0.00029988505],"domain_scores_gemma":[0.99787223,0.0003209534,0.0009247124,0.000359739,0.00048308284,0.000039281917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048031844,0.00021075697,0.00022153067,0.00057509344,0.00079118105,0.00037341585,0.0005167843,0.00004962801,0.00024668942],"category_scores_gemma":[0.0024945303,0.00016057657,0.00010823913,0.00070874125,0.00005171056,0.001141617,0.00010886819,0.00032025384,0.00004539794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007049598,0.00038710865,0.031142496,0.0000949429,0.000052168733,0.000007570433,0.00044874454,0.00024293872,0.001195727,0.0008469754,0.9191751,0.04570127],"study_design_scores_gemma":[0.0003897305,0.00008049428,0.1465687,0.00015301649,0.000079796744,0.000065847955,0.0023647419,0.0006523362,0.00011570129,0.00023057402,0.8490371,0.0002619474],"about_ca_topic_score_codex":0.000115170405,"about_ca_topic_score_gemma":0.000039704006,"teacher_disagreement_score":0.11542621,"about_ca_system_score_codex":0.00011631486,"about_ca_system_score_gemma":0.00005899118,"threshold_uncertainty_score":0.6548123},"labels":[],"label_agreement":null},{"id":"W2013475822","doi":"10.1177/0276146713504107","title":"Subsistence Consumer-Merchant Marketplace Deviance in Marketing Systems","year":2013,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Subsistence agriculture; Macromarketing; Normative; Typology; Deviance (statistics); Positive deviance; Marketing; Consumer behaviour; Business; Ethnography; Sociology; Social psychology; Psychology; Political science; Ecology","score_opus":0.012475026258960574,"score_gpt":0.20379940631986018,"score_spread":0.1913243800608996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013475822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9452569,0.00060079456,0.000089347275,0.0010927911,0.0012769857,0.00026174364,5.003677e-7,0.000025485077,0.05139544],"genre_scores_gemma":[0.99631006,0.000053419157,0.001151446,0.00095416844,0.0005402418,0.000014313228,0.0000015419643,0.000026886575,0.0009479001],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99773294,0.00011654279,0.0012413613,0.00019163098,0.0003196224,0.0003978782],"domain_scores_gemma":[0.99759877,0.0003387654,0.0013425401,0.00013270363,0.00056328333,0.000023952733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007868854,0.0001904989,0.0003839423,0.00044646452,0.0001407226,0.00045251742,0.00033797472,0.00008048081,0.00061524194],"category_scores_gemma":[0.0013704068,0.00017630852,0.00008998421,0.00042436004,0.000048880083,0.0012839967,0.000111350964,0.00034147315,0.00017356269],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046181737,0.00016625214,0.8334658,0.0014815106,0.00016297196,0.00019625582,0.00028443517,0.00022010165,0.0025283133,0.0024245828,0.059929725,0.09867823],"study_design_scores_gemma":[0.0018112985,0.000009089093,0.8603432,0.0019270706,0.000028957433,0.00013893576,0.0054661175,0.018263146,0.000019393807,0.0001769433,0.11119925,0.00061656325],"about_ca_topic_score_codex":0.00013166675,"about_ca_topic_score_gemma":0.00002411165,"teacher_disagreement_score":0.098061666,"about_ca_system_score_codex":0.00018208253,"about_ca_system_score_gemma":0.00007657557,"threshold_uncertainty_score":0.7189653},"labels":[],"label_agreement":null},{"id":"W2017691481","doi":"10.1177/0276146708325381","title":"Infotransformation of Markets","year":2008,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Macromarketing; Consumption (sociology); Marketing; Information Age; Sociology; Business; Economics; Social science; Economy","score_opus":0.020564792978247974,"score_gpt":0.2803774347599936,"score_spread":0.2598126417817456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017691481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7361392,0.00013355515,0.000058286594,0.00034829043,0.00037184262,0.000045075732,0.0000011641658,0.000010512577,0.26289207],"genre_scores_gemma":[0.99781597,0.0005613937,0.0008600804,0.00003724433,0.00032113498,4.6238057e-7,3.251101e-7,0.0000065662416,0.00039685518],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998105,0.00041336592,0.00058719283,0.000048693655,0.0006449744,0.00020081154],"domain_scores_gemma":[0.9980133,0.0008312542,0.00060303515,0.000053653555,0.00038209904,0.00011666656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048463163,0.000066529705,0.00021588539,0.000121416655,0.00026971172,0.000023950979,0.00020668168,0.00007395869,0.000095568525],"category_scores_gemma":[0.0044003315,0.00006203298,0.00015296017,0.00025618807,0.00023659224,0.00046421113,0.000014299875,0.00016102595,0.0000029285738],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021977203,0.0005436104,0.23654759,0.0003916639,0.00033743633,0.00030125075,0.20662013,0.00003018088,0.0034553239,0.0050392407,0.028300533,0.5162353],"study_design_scores_gemma":[0.0033645513,0.00045606864,0.6311142,0.0016808329,0.00012547283,0.00035174497,0.04617792,0.00008034756,0.0021806548,0.0035501663,0.31014472,0.00077333255],"about_ca_topic_score_codex":0.00005087043,"about_ca_topic_score_gemma":0.000016311005,"teacher_disagreement_score":0.515462,"about_ca_system_score_codex":0.000057357283,"about_ca_system_score_gemma":0.0002796145,"threshold_uncertainty_score":0.5267926},"labels":[],"label_agreement":null},{"id":"W2023066991","doi":"10.1177/0276146708320613","title":"Gregory T. Gundlach, Lauren G. Block, and William L. Wilkie, Editors. Explorations of Marketing in Society. Mason, OH: Thomson, 2007","year":2008,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sociology; Macromarketing; Religious studies; Philosophy; Business; Marketing","score_opus":0.02266262573629214,"score_gpt":0.2310765759989488,"score_spread":0.20841395026265666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023066991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955596,0.0011590513,0.0000688146,0.0006720243,0.0013395357,0.0001453897,0.0000019427596,0.00002494172,0.001028734],"genre_scores_gemma":[0.995259,0.0008208784,0.0011156603,0.00013164338,0.0023087729,0.000006730016,0.0000054436105,0.000027193157,0.00032471912],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980218,0.00011208614,0.0009860251,0.00020577258,0.0004257542,0.00024857794],"domain_scores_gemma":[0.9977986,0.0003460716,0.0011567483,0.0001660044,0.0005022025,0.000030364385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038302224,0.00018095456,0.00033568297,0.00035513146,0.00026997935,0.0001302608,0.0002179834,0.00010367049,0.00017257385],"category_scores_gemma":[0.00085436105,0.0001768658,0.00017768332,0.00044702765,0.00014235407,0.001253788,0.000106664585,0.00032756047,0.00000897856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004733433,0.00030407278,0.84422016,0.000444343,0.00009677535,0.00006475477,0.00057558273,0.000037886424,0.00771368,0.000040610124,0.10384288,0.042185888],"study_design_scores_gemma":[0.0013092158,0.000007307487,0.9471005,0.0004917555,0.00011823084,0.00011368254,0.0010389081,0.00077003735,0.00007877969,0.00006095202,0.048652865,0.00025775505],"about_ca_topic_score_codex":0.000047513415,"about_ca_topic_score_gemma":0.000035117642,"teacher_disagreement_score":0.10288032,"about_ca_system_score_codex":0.000040540155,"about_ca_system_score_gemma":0.000054691987,"threshold_uncertainty_score":0.7212378},"labels":[],"label_agreement":null},{"id":"W2026255226","doi":"10.1177/0276146715573834","title":"Experiential Learning Projects","year":2015,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Experiential learning; Macromarketing; Curriculum; Marketing; Experiential education; Knowledge management; Sociology; Business; Pedagogy; Computer science","score_opus":0.029371134273439205,"score_gpt":0.25319115622112404,"score_spread":0.22382002194768483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026255226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.834628,0.00011511357,0.0003389432,0.0008463597,0.002057397,0.00010342458,4.5503118e-8,0.000057511017,0.16185322],"genre_scores_gemma":[0.9938826,0.0000047959634,0.00091247313,0.00029474255,0.0034479378,0.0000029840994,0.000002612918,0.000023506424,0.0014283237],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986885,0.000057638532,0.00043862264,0.00012584144,0.00045525157,0.00023415177],"domain_scores_gemma":[0.9984688,0.00007478397,0.0008650985,0.0000936289,0.00047015003,0.00002749497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004125906,0.00012457851,0.00018149693,0.0003631429,0.00012756902,0.00034414142,0.00023415967,0.000040965027,0.00018289677],"category_scores_gemma":[0.0025459493,0.000110592344,0.00009719031,0.0003473793,0.00002406027,0.0011050681,0.00014120249,0.00023067753,0.000041897478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002271475,0.00060078624,0.31639346,0.000904477,0.00028282593,0.00025979528,0.0051906654,0.0006684724,0.0037876023,0.005554186,0.55441856,0.10966765],"study_design_scores_gemma":[0.0019978117,0.000070163536,0.011699833,0.00026618,0.00013674691,0.000055330995,0.01619142,0.00344796,0.00011637134,0.00078801403,0.96482116,0.0004090312],"about_ca_topic_score_codex":0.000028523851,"about_ca_topic_score_gemma":0.0000035750056,"teacher_disagreement_score":0.41040254,"about_ca_system_score_codex":0.000048359307,"about_ca_system_score_gemma":0.00005824731,"threshold_uncertainty_score":0.4509825},"labels":[],"label_agreement":null},{"id":"W2028423991","doi":"10.1177/0276146710375831","title":"Social Change and Gendered Gift-Giving Rituals: A Historical Analysis of Valentine’s Day in Japan","year":2010,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Istituto Nazionale Previdenza Sociale","keywords":"Consumption (sociology); Ideology; Confession (law); Sociology; Power (physics); Gift giving; Religiosity; Gender studies; Rite of passage; Advertising; Social psychology; Social science; Anthropology; Psychology; Political science; Law","score_opus":0.04434170958692158,"score_gpt":0.2563320689080069,"score_spread":0.21199035932108534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028423991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971307,0.00035623278,9.708239e-7,0.0019247402,0.00013740794,0.000043004486,0.000004791777,0.000004756993,0.00039743094],"genre_scores_gemma":[0.9988601,0.000046968416,0.00015189475,0.00004054062,0.0007618113,0.0000010668622,0.0000025235056,8.3552453e-7,0.00013422717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998834,0.00015277485,0.00047920982,0.0001261705,0.00023146468,0.00017635252],"domain_scores_gemma":[0.9990532,0.00028537022,0.00047702334,0.000024915083,0.00008879081,0.000070713126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017510672,0.00009515976,0.00038883343,0.00008008957,0.000104157385,0.000027520551,0.00014973711,0.00010518222,0.00019855071],"category_scores_gemma":[0.00026775984,0.00004064766,0.00022755218,0.000541151,0.00003103139,0.0001396815,0.00006120806,0.00031483494,2.824649e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011024087,0.0002539772,0.45732406,0.00002935877,0.00029460748,0.00006214591,0.004444928,7.237302e-7,0.43914887,0.000047871014,0.0012800284,0.09700318],"study_design_scores_gemma":[0.0001828892,0.00007606796,0.9893594,0.000019636534,0.00015964576,0.000028930597,0.00044575034,0.00011182651,0.00011463031,0.000057079487,0.009350102,0.00009403535],"about_ca_topic_score_codex":0.0002778051,"about_ca_topic_score_gemma":0.0015092419,"teacher_disagreement_score":0.53203535,"about_ca_system_score_codex":0.000030831216,"about_ca_system_score_gemma":0.000005429126,"threshold_uncertainty_score":0.2173991},"labels":[],"label_agreement":null},{"id":"W2029678148","doi":"10.1177/0276146701212006","title":"Robert Bartels and the History of Marketing Thought","year":2001,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Macromarketing; Marketing science; Marketing; Marketing mix; Marketing research; Return on marketing investment; Metatheory; Marketing management; Sociology; Economics; Relationship marketing; Business; Epistemology; Philosophy","score_opus":0.009024688947677668,"score_gpt":0.20654946785563272,"score_spread":0.19752477890795506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029678148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69299287,0.0041015777,0.00021314489,0.0044758837,0.0026356545,0.00023479477,1.7632038e-7,0.000029858698,0.29531604],"genre_scores_gemma":[0.98669165,0.0005275551,0.00090281095,0.000993444,0.0020718442,0.0000037585858,0.0000011964792,0.000029823155,0.0087778885],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833226,0.00023100457,0.0007098455,0.00013668272,0.0003690493,0.00022114122],"domain_scores_gemma":[0.9968466,0.001194207,0.0014701308,0.00017133923,0.00030185416,0.000015872332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015841654,0.0001490682,0.00031669068,0.0002797114,0.00011519322,0.000104612474,0.00029692595,0.000044483433,0.00040517046],"category_scores_gemma":[0.003745058,0.00010376405,0.00014851546,0.00024985138,0.00015063585,0.00067170855,0.00016709683,0.00021202202,0.000004524431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011516742,0.00031424253,0.20235677,0.001983428,0.00047225054,0.000091556554,0.0010114638,0.000058687772,0.0024232755,0.0105610695,0.5191696,0.25004086],"study_design_scores_gemma":[0.0024733965,0.000012115802,0.12115024,0.0005500828,0.00026896485,0.000082108774,0.0010206173,0.0025858409,0.000007424419,0.00085088384,0.87077,0.00022837005],"about_ca_topic_score_codex":0.00007272958,"about_ca_topic_score_gemma":0.000012129722,"teacher_disagreement_score":0.35160032,"about_ca_system_score_codex":0.00007219352,"about_ca_system_score_gemma":0.000043449236,"threshold_uncertainty_score":0.5490433},"labels":[],"label_agreement":null},{"id":"W2032960189","doi":"10.1177/0276146701212012","title":"Tenth Conference on Historical Analysis and Research in Marketing (CHARM) Abstracts: Milestones in Marketing History","year":2001,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"American History and Culture","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Charm (quantum number); Macromarketing; Marketing; Marketing mix; Advertising; Political science; Library science; Business; Computer science; Physics","score_opus":0.06107442536773873,"score_gpt":0.2849989366099135,"score_spread":0.22392451124217477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032960189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9519137,0.0021559168,0.000010545566,0.0012229934,0.00032876577,0.00011815764,4.388353e-7,0.000018352075,0.04423111],"genre_scores_gemma":[0.9973201,0.00041407166,0.000366587,0.00037148915,0.00067725,0.0000058702044,0.0000020003858,0.000027936345,0.0008147062],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964654,0.00059959537,0.0011634536,0.00041060045,0.000789246,0.000571704],"domain_scores_gemma":[0.9971757,0.001095036,0.0011017219,0.00019566489,0.0003759032,0.00005597862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018624721,0.00025174816,0.00065161224,0.0023123415,0.00019597773,0.00011913573,0.00037044255,0.00013632116,0.00049719313],"category_scores_gemma":[0.0029220004,0.00023287444,0.00018276597,0.0017591413,0.00014010341,0.0007347446,0.00014291028,0.0012551375,0.0000109062075],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005623922,0.0006172722,0.9163294,0.00056628167,0.00020199979,0.0027876154,0.0011110557,0.0004156638,0.0035088453,0.00013001885,0.021902546,0.046805374],"study_design_scores_gemma":[0.0010814732,0.000040758496,0.86261415,0.0011916914,0.00013899182,0.00007596906,0.0042933426,0.0018366583,0.000003704916,0.000094067946,0.12821682,0.00041234092],"about_ca_topic_score_codex":0.0007140268,"about_ca_topic_score_gemma":0.00041882126,"teacher_disagreement_score":0.10631427,"about_ca_system_score_codex":0.0016593531,"about_ca_system_score_gemma":0.00008805656,"threshold_uncertainty_score":0.9496344},"labels":[],"label_agreement":null},{"id":"W2033840377","doi":"10.1177/0276146711406699","title":"Special Issue on Anticonsumption and Society: Journal of Macromarketing, 2013","year":2011,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Macromarketing; Theme (computing); Consumption (sociology); Library science; Sociology; Political science; Media studies; Social science; Business; Marketing; Computer science","score_opus":0.031097908796167653,"score_gpt":0.2419405627069325,"score_spread":0.21084265391076484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033840377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886211,0.00030877916,0.0000445074,0.00040761914,0.00265992,0.00010458724,0.0000013425661,0.000014492668,0.007837616],"genre_scores_gemma":[0.9842972,0.00097701,0.0013740301,0.0003780203,0.01251841,0.0000013404137,0.0000018462079,0.000036289697,0.00041584892],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979773,0.00008155654,0.0010554931,0.00015934855,0.0004945551,0.0002317244],"domain_scores_gemma":[0.9967543,0.00014282102,0.0021958046,0.00014856338,0.00071562844,0.000042908036],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033886868,0.00019349114,0.00035368864,0.00037754327,0.00022781228,0.00029908327,0.00028921038,0.00009951384,0.0023728632],"category_scores_gemma":[0.0004290147,0.0001705082,0.000284137,0.00021263548,0.000114027476,0.0010715101,0.00008631676,0.00040444228,0.000066194385],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015282711,0.00048053544,0.14585881,0.00037376935,0.00025990838,0.000105412015,0.0008974606,0.0000023998532,0.0078024776,0.00020391132,0.19694217,0.6455449],"study_design_scores_gemma":[0.0018701288,0.000043094526,0.86519265,0.0006201163,0.00037882914,0.00029980487,0.0011610946,0.0001673392,0.00031345212,0.00024088325,0.1294317,0.0002809339],"about_ca_topic_score_codex":0.000033170425,"about_ca_topic_score_gemma":0.0000080216105,"teacher_disagreement_score":0.7193338,"about_ca_system_score_codex":0.000038903694,"about_ca_system_score_gemma":0.000037351787,"threshold_uncertainty_score":0.9985391},"labels":[],"label_agreement":null},{"id":"W2039210937","doi":"10.1177/0276146708325396","title":"Co-creating Second Life","year":2008,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":169,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Capitalism; Context (archaeology); Demise; Empowerment; Consumerism; Power (physics); Sociology; Capital (architecture); Social capital; Shadow (psychology); Consciousness; Economics; Market economy; Economic growth; Political science; Social science; Epistemology; Psychology; Law","score_opus":0.03131140081461725,"score_gpt":0.2566614001209783,"score_spread":0.22534999930636107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039210937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784521,0.00025414294,0.000051646897,0.0002261112,0.00049312407,0.000058264992,7.9642155e-7,0.000031730764,0.020432077],"genre_scores_gemma":[0.9973843,0.00003587481,0.00026645316,0.00047573925,0.0009697372,0.0000016819307,0.0000031337545,0.00001637255,0.00084668334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987771,0.0000261769,0.00060100853,0.00011284963,0.00031456875,0.00016833178],"domain_scores_gemma":[0.9985976,0.000100930534,0.0008289769,0.00011844513,0.00032757578,0.000026465274],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010824023,0.00010954203,0.00019678826,0.00027088434,0.00036604315,0.00017660036,0.00020063954,0.000044432192,0.0025707735],"category_scores_gemma":[0.0005966981,0.00010196968,0.00014075525,0.00020338214,0.000052354153,0.0009123584,0.000028730343,0.00020325824,0.00017486003],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033946574,0.00019963236,0.7793183,0.00023099467,0.000111680994,0.00019451306,0.0002821648,0.000008851579,0.04076717,0.00028902476,0.06710203,0.11115622],"study_design_scores_gemma":[0.00090122974,0.000003674516,0.9040734,0.00009977389,0.00006414997,0.0002242162,0.00031831738,0.00018577516,0.000339013,0.00005847423,0.09354972,0.0001822097],"about_ca_topic_score_codex":0.000016663085,"about_ca_topic_score_gemma":0.0000059080935,"teacher_disagreement_score":0.12475519,"about_ca_system_score_codex":0.000022372355,"about_ca_system_score_gemma":0.00004652729,"threshold_uncertainty_score":0.998341},"labels":[],"label_agreement":null},{"id":"W2040790107","doi":"10.1177/0276146713511464","title":"<i>My Iranian Road Trip</i> – Comments and Reflections on Videographic Interpretations of Iran’s Political Economy and Marketing System","year":2013,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Islamic Studies and History","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Representativeness heuristic; Macromarketing; Politics; Extant taxon; Marketing; Economy; Sociology; Economics; Political science; Business; Law; Psychology; Social psychology","score_opus":0.021972557190253626,"score_gpt":0.29690338389255966,"score_spread":0.274930826702306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040790107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6529249,0.00062443956,0.00003919775,0.0040402436,0.0003555873,0.00017620959,0.000003197519,0.000013833378,0.3418224],"genre_scores_gemma":[0.99879396,0.00010744263,0.00052525074,0.0002904686,0.00016584071,0.0000046002688,1.5167404e-7,0.000008476784,0.00010381145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983666,0.0005771882,0.0005167368,0.00011201776,0.00017431339,0.00025315082],"domain_scores_gemma":[0.9982934,0.0009213959,0.00042306242,0.00006454327,0.0001739392,0.00012365884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026050983,0.000092743016,0.0002692918,0.00020314827,0.0006509567,0.00007158203,0.00010232551,0.000057848745,0.000031766656],"category_scores_gemma":[0.0005487713,0.00008576642,0.000092604336,0.00012564925,0.00027968298,0.00018333783,0.000038989867,0.00020171574,0.0000011555933],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018563388,0.0008477355,0.33028668,0.0026607069,0.002337008,0.000092686736,0.15289153,0.000011009168,0.0042835237,0.2748301,0.03540497,0.19449769],"study_design_scores_gemma":[0.004126707,0.00082733406,0.53374594,0.0050353343,0.0004945151,0.00027110326,0.36548972,0.00073617604,0.000040747702,0.0030398169,0.08537997,0.0008126344],"about_ca_topic_score_codex":0.0006768832,"about_ca_topic_score_gemma":0.00021862141,"teacher_disagreement_score":0.34586906,"about_ca_system_score_codex":0.0001612005,"about_ca_system_score_gemma":0.000048397076,"threshold_uncertainty_score":0.50066984},"labels":[],"label_agreement":null},{"id":"W2056674322","doi":"10.1177/0276146703023001007","title":"The Development of Marketing in the Canadian Museum Community, 1840-1989","year":2003,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; Public Sector Marketing; Context (archaeology); Public relations; Macromarketing; Work (physics); Political science; Sociology; Marketing; Influencer marketing; Marketing management; Business; Relationship marketing; History; Engineering; Law","score_opus":0.04752632779892009,"score_gpt":0.24384908929880075,"score_spread":0.19632276149988065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056674322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7967436,0.0003434686,6.118136e-7,0.00069181377,0.00027176554,0.00007713544,0.0000016506197,0.0000024814958,0.20186749],"genre_scores_gemma":[0.9990021,0.000023364102,0.0003266933,0.000161074,0.0001060348,0.0000022086278,5.597952e-7,0.000009652701,0.00036830976],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968708,0.0017696471,0.00071177207,0.00004842739,0.00031226824,0.0002870697],"domain_scores_gemma":[0.9977904,0.0013759645,0.00042730145,0.00014844515,0.00019249973,0.00006537321],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.017744606,0.00010838496,0.00017019337,0.00007767896,0.0018299432,0.00026522123,0.00047522737,0.000032552845,0.00034181686],"category_scores_gemma":[0.0010869765,0.00005598003,0.00008864814,0.00006842406,0.00012180149,0.00012094563,0.00002913186,0.000596385,0.000002595063],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005402729,0.00039878883,0.023728818,0.00046734168,0.00039638,0.0001471232,0.8124046,0.000023262815,0.0011554885,0.05327252,0.026548909,0.080916494],"study_design_scores_gemma":[0.00036975837,0.000042911284,0.047414552,0.00038649497,0.000015869651,0.000063682215,0.15383999,0.000010723284,0.000084154635,0.0002827384,0.79733807,0.00015105578],"about_ca_topic_score_codex":0.006846753,"about_ca_topic_score_gemma":0.6641151,"teacher_disagreement_score":0.77078915,"about_ca_system_score_codex":0.00010026622,"about_ca_system_score_gemma":0.00026852902,"threshold_uncertainty_score":0.99976677},"labels":[],"label_agreement":null},{"id":"W2061524055","doi":"10.1177/0276146709338706","title":"Interpreting Macromarketing","year":2009,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Macromarketing; Vetting; Sociology; Social science; Political science; Law; Marketing; Business","score_opus":0.008680306483635799,"score_gpt":0.3160963378782982,"score_spread":0.3074160313946624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061524055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54763454,0.0003876237,0.000109624125,0.0035544073,0.00096697715,0.00008414913,9.77485e-7,0.00006698074,0.44719473],"genre_scores_gemma":[0.9938826,0.0001573777,0.0030874424,0.0005811097,0.0014004363,6.6418585e-7,4.3198384e-7,0.000018277498,0.00087166205],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996224,0.0011602517,0.00089253596,0.00018326376,0.0009076029,0.00063235784],"domain_scores_gemma":[0.99612933,0.0020052704,0.0009548322,0.00013016506,0.0004500186,0.0003304],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.014113169,0.00017956195,0.00039546483,0.00020489717,0.00063808355,0.0003461828,0.00056901126,0.0001467711,0.00017254351],"category_scores_gemma":[0.02070569,0.00017452678,0.00031125304,0.00044818554,0.00017910525,0.0005572132,0.000048485592,0.0005171886,0.000011490059],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066156354,0.00020923918,0.019004896,0.00003768862,0.00009719894,0.00033364777,0.024315566,0.000008983346,0.002840112,0.0037770818,0.014944402,0.93376964],"study_design_scores_gemma":[0.0043219533,0.0016228533,0.14712545,0.0076794936,0.0003269926,0.0005126765,0.12200816,0.00037861234,0.0010405837,0.030984404,0.68133134,0.0026675065],"about_ca_topic_score_codex":0.000038033177,"about_ca_topic_score_gemma":0.000020831438,"teacher_disagreement_score":0.9311021,"about_ca_system_score_codex":0.00020706192,"about_ca_system_score_gemma":0.00028173276,"threshold_uncertainty_score":0.98754334},"labels":[],"label_agreement":null},{"id":"W2072925808","doi":"10.1177/0276146711414427","title":"Examining Markets, Marketing, Consumers, and Society through Documentary Films","year":2011,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Drama; The Internet; Sociology; Consumption (sociology); Media studies; Movie theater; Macromarketing; Resource (disambiguation); Visual arts; Ethnography; Advertising; Public relations; Political science; Art; Social science; Marketing; World Wide Web; Business; Computer science","score_opus":0.05164762674710756,"score_gpt":0.2438697374973071,"score_spread":0.19222211075019952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072925808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829151,0.0010057518,0.00008110636,0.00014612521,0.0007670901,0.00012793877,0.0000018152989,0.000046132292,0.014908919],"genre_scores_gemma":[0.99166447,0.0006075318,0.006435982,0.00064283714,0.00026630407,0.000005002778,0.00000554936,0.000032069638,0.00034027407],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830407,0.000087549175,0.0007445851,0.00024347594,0.00034050015,0.0002798424],"domain_scores_gemma":[0.99828756,0.00022327667,0.0010181356,0.0001800935,0.00026093092,0.000030030998],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034259995,0.00020746044,0.00027955705,0.00013809417,0.00030354096,0.0002971447,0.00025574936,0.00008448731,0.0035671806],"category_scores_gemma":[0.0003483866,0.00019482344,0.00016550497,0.0002004154,0.00013673265,0.0016833517,0.00017476012,0.000298536,0.000047363796],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008989277,0.00018913079,0.6584816,0.00046172642,0.00028795292,0.00007485926,0.00089454366,2.1960498e-7,0.0061093215,0.00021655131,0.050645806,0.28173938],"study_design_scores_gemma":[0.0011607109,0.0000068255677,0.9643304,0.00032772755,0.0002799483,0.0001242398,0.003487135,0.00011914763,0.00012965754,0.00021521638,0.029530575,0.00028841852],"about_ca_topic_score_codex":0.000112184425,"about_ca_topic_score_gemma":0.0000063210186,"teacher_disagreement_score":0.3058488,"about_ca_system_score_codex":0.000026049298,"about_ca_system_score_gemma":0.000026686566,"threshold_uncertainty_score":0.9973437},"labels":[],"label_agreement":null},{"id":"W2075595829","doi":"10.1177/0276146711406549","title":"Shangri-La","year":2011,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"China; Mysticism; Harmony (color); Paradise; Geography; State (computer science); Ethnology; Sociology; History; Political science; Archaeology; Art; Art history; Law","score_opus":0.07399671061164939,"score_gpt":0.33794545267000153,"score_spread":0.26394874205835217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075595829","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30630365,0.0001288175,0.000026468071,0.0005885676,0.0002663966,0.00003789455,3.6996866e-7,0.000012339411,0.6926355],"genre_scores_gemma":[0.99262315,0.00016920119,0.0047717826,0.00004022533,0.0005418653,3.6407224e-7,3.5593118e-8,0.000008335949,0.0018450586],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821436,0.0005586011,0.00023842369,0.000069079244,0.0006442913,0.0002752408],"domain_scores_gemma":[0.9988203,0.0004222832,0.00025564845,0.00007604588,0.00025312058,0.00017259576],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006631624,0.00005471797,0.00012379224,0.00014230826,0.000228649,0.00008139753,0.00047472425,0.00006011561,0.0020821574],"category_scores_gemma":[0.0023786,0.00004852205,0.00010868016,0.00017289711,0.0001767191,0.0003393311,0.000073623,0.0002652194,0.000044638866],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015481083,0.0010362131,0.15133302,0.00011787786,0.0006499902,0.015745556,0.11088133,0.000004087638,0.0040619685,0.057162456,0.23104051,0.4264189],"study_design_scores_gemma":[0.0029085127,0.0006200616,0.29896867,0.0008060817,0.00015029464,0.00035210603,0.09997997,0.000044749064,0.0028701238,0.028905036,0.56354207,0.000852347],"about_ca_topic_score_codex":0.00035642655,"about_ca_topic_score_gemma":0.00004133959,"teacher_disagreement_score":0.6907904,"about_ca_system_score_codex":0.00005986479,"about_ca_system_score_gemma":0.00020457231,"threshold_uncertainty_score":0.9988301},"labels":[],"label_agreement":null},{"id":"W2082255056","doi":"10.1177/0276146712455336","title":"Macromarketing Teaching Materials","year":2012,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Macromarketing; Spell; Sociology; Reading (process); Social science; Political science; Law; Anthropology; Business; Marketing","score_opus":0.16744836805056415,"score_gpt":0.432276560588318,"score_spread":0.2648281925377538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082255056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9729005,0.0006364711,0.0012382574,0.001784358,0.0053557595,0.000053659285,0.0000024083795,0.00001382373,0.018014727],"genre_scores_gemma":[0.9826224,0.00004499979,0.013863175,0.00023489942,0.002660653,0.0000011984706,6.295212e-7,0.000021756732,0.0005502735],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99411756,0.0017191654,0.0017664916,0.00018183152,0.0017099143,0.0005050661],"domain_scores_gemma":[0.98743415,0.0089617325,0.0021989066,0.0003527009,0.0008225825,0.00022991981],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08765623,0.00016384658,0.00041846716,0.00038023488,0.0004452116,0.0005473488,0.0007714897,0.0001258407,0.0012851848],"category_scores_gemma":[0.064901106,0.00011670572,0.00016543857,0.0003450548,0.00006865071,0.0012961429,0.00017996141,0.00059860374,0.00007551722],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005631021,0.00047262694,0.44597602,0.00013947194,0.00014129658,0.00004055644,0.010166949,0.00005223962,0.22682454,0.0052500744,0.06948875,0.2408844],"study_design_scores_gemma":[0.0009831149,0.00010203171,0.84941405,0.0011100202,0.00010714404,0.001843775,0.013116582,0.00011024276,0.017420204,0.019104186,0.09596926,0.00071936805],"about_ca_topic_score_codex":0.000013321346,"about_ca_topic_score_gemma":0.0000015402856,"teacher_disagreement_score":0.40343806,"about_ca_system_score_codex":0.00008846908,"about_ca_system_score_gemma":0.0001381818,"threshold_uncertainty_score":0.99962777},"labels":[],"label_agreement":null},{"id":"W2087864893","doi":"10.1177/0276146707300070","title":"Export Processing Zones in Development and International Marketing: An Integrative Review and Research Agenda","year":2007,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Economic Zones and Regional Development","field":"Economics, Econometrics and Finance","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Macromarketing; Incentive; International business; Marketing; Foreign direct investment; Business; Investment (military); Industrial organization; Perspective (graphical); Free trade zone; Economics; China; Market economy; Political science; Management","score_opus":0.09588100456778711,"score_gpt":0.34257872528261285,"score_spread":0.24669772071482574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087864893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94291246,0.04379038,0.00029476947,0.0014929182,0.00019373518,0.00013336107,0.0000019574086,0.0000040075447,0.011176407],"genre_scores_gemma":[0.95540386,0.018054739,0.025273075,0.00033702145,0.00014858264,0.0000048906313,0.0000034188756,0.000020803336,0.00075362844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99811345,0.00007316459,0.0012416559,0.00023770277,0.00007959452,0.00025440726],"domain_scores_gemma":[0.9987786,0.00024842672,0.0006599938,0.000060627033,0.00014397186,0.00010842132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021144567,0.00011706781,0.00037535257,0.00049105124,0.00011759506,0.00007932064,0.00016984496,0.00005620331,0.000055200304],"category_scores_gemma":[0.00069520646,0.00010670673,0.00003284905,0.000172612,0.00007378336,0.00034528325,0.000107597814,0.0003354704,0.0000026766656],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004501144,0.00025786823,0.5356102,0.0013496183,0.00017837342,0.00024050695,0.0077397334,0.000002199739,0.0000927026,0.004408508,0.0013208218,0.44834936],"study_design_scores_gemma":[0.00072142313,0.00006687592,0.9220181,0.003145817,0.0000064364554,0.00045214404,0.003352605,0.00013907984,0.00007372607,0.0022698848,0.067457624,0.00029624216],"about_ca_topic_score_codex":0.0000090980975,"about_ca_topic_score_gemma":0.000027887003,"teacher_disagreement_score":0.44805312,"about_ca_system_score_codex":0.00019293236,"about_ca_system_score_gemma":0.000083327766,"threshold_uncertainty_score":0.73283273},"labels":[],"label_agreement":null},{"id":"W2089126721","doi":"10.1177/0276146708316564","title":"Marketing, Society, and Government: Reflections on an Undergraduate Elective","year":2008,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Macromarketing; Government (linguistics); Curriculum; Marketing; Public relations; Value (mathematics); Sociology; Marketing science; State (computer science); Public Sector Marketing; Marketing management; Political science; Economics; Business; Pedagogy; Relationship marketing","score_opus":0.022675585081273836,"score_gpt":0.26712144350485834,"score_spread":0.2444458584235845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089126721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87165827,0.00007895175,0.00017720905,0.002314744,0.0005404241,0.0001301241,6.270165e-7,0.000050160255,0.12504952],"genre_scores_gemma":[0.99348253,0.00026423173,0.0015969371,0.001439096,0.0017043188,0.0000040704876,0.0000025231604,0.000034861907,0.0014714382],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99837,0.00011061996,0.0004385155,0.0002318602,0.00057010836,0.00027888952],"domain_scores_gemma":[0.9984544,0.00031099078,0.0008451332,0.00014729446,0.00020928557,0.00003287947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035862988,0.00018983438,0.00021664183,0.00015490555,0.00060653884,0.0002067973,0.00019189499,0.000058300877,0.00009712408],"category_scores_gemma":[0.00095807767,0.00017483963,0.0001377224,0.00035436905,0.00006741886,0.001024152,0.00010300612,0.0003055569,0.000009959041],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058731674,0.002250922,0.3374368,0.0014091773,0.0011902476,0.00024413218,0.0021791307,0.0002257832,0.015461507,0.015165476,0.516216,0.10234768],"study_design_scores_gemma":[0.0028517027,0.00029237242,0.7029002,0.00070720084,0.00036727817,0.0003231031,0.004757111,0.004043504,0.00019121963,0.0044829533,0.27814123,0.00094216794],"about_ca_topic_score_codex":0.000030097799,"about_ca_topic_score_gemma":0.000020766618,"teacher_disagreement_score":0.36546335,"about_ca_system_score_codex":0.00011555957,"about_ca_system_score_gemma":0.000030644926,"threshold_uncertainty_score":0.7129753},"labels":[],"label_agreement":null},{"id":"W2100605592","doi":"10.1177/0276146713485964","title":"Journal of Macromarketing Special Issue","year":2013,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Macromarketing; Engineering ethics; Focus (optics); Consumption (sociology); Sociology; Management science; Social science; Engineering; Marketing; Business","score_opus":0.008938103689628538,"score_gpt":0.21147847911165085,"score_spread":0.2025403754220223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100605592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93949443,0.0003108388,0.000076067176,0.008948654,0.0036450932,0.00013695251,4.61666e-7,0.000015415366,0.04737211],"genre_scores_gemma":[0.88347536,0.00007570604,0.0042473436,0.005191343,0.10644107,0.0000016422903,0.0000031166612,0.00006859895,0.0004958092],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970925,0.000080170284,0.0016034434,0.00014184724,0.0007238783,0.0003581773],"domain_scores_gemma":[0.9934445,0.00025785784,0.0036464983,0.00017137082,0.0024485823,0.00003120201],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0058663674,0.0002161549,0.00045705758,0.00065644155,0.00019460045,0.0005528952,0.0005585658,0.000097303724,0.005153614],"category_scores_gemma":[0.0020622013,0.00018013548,0.00023601991,0.00080306653,0.000039350227,0.0028374624,0.0001398763,0.00053540955,0.0001801976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008935481,0.00027001565,0.0648891,0.0008654848,0.00036190546,0.0002256434,0.0004695019,0.00008630297,0.038424052,0.0005935393,0.5709913,0.32192963],"study_design_scores_gemma":[0.0032332004,0.00016450664,0.21209764,0.00165148,0.00033738106,0.0010243072,0.00459132,0.0009168275,0.002102545,0.008293894,0.7648223,0.0007645987],"about_ca_topic_score_codex":0.00006026469,"about_ca_topic_score_gemma":0.0000053506074,"teacher_disagreement_score":0.32116503,"about_ca_system_score_codex":0.00005679548,"about_ca_system_score_gemma":0.00006784231,"threshold_uncertainty_score":0.9957558},"labels":[],"label_agreement":null},{"id":"W2101440948","doi":"10.1177/0276146700201003","title":"Truth and the Evolution of the Professions: A Comparative Study of “Truth in Advertising” and “True and Fair” Financial Statements in North America during the Progressive Era","year":2000,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Prince Edward Island","funders":"","keywords":"Professionalization; Audit; Financial statement; Theme (computing); Statement (logic); Accounting; Law; Political science; Public relations; Advertising; Sociology; Business","score_opus":0.005838934577576271,"score_gpt":0.24011553403653516,"score_spread":0.23427659945895887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101440948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980411,0.0005715744,0.000035870336,0.00024836822,0.00006995467,0.0006774094,0.0000017069611,0.0000034799764,0.0003505678],"genre_scores_gemma":[0.9997081,0.00008037236,0.00004236804,0.000038787224,0.00007889919,0.000013678521,2.3268205e-7,0.0000093641875,0.000028204913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99822104,0.0002732277,0.0007419194,0.00017110279,0.00039228637,0.00020039895],"domain_scores_gemma":[0.9917227,0.00034947094,0.0076879207,0.00012313655,0.00010769092,0.000009079201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014543684,0.0001498148,0.00036546402,0.00013279314,0.00027266546,0.000074338226,0.00023209259,0.000023444945,0.000014577113],"category_scores_gemma":[0.0026172826,0.000081418584,0.000037194342,0.00058100035,0.00025696825,0.000585699,0.00029771027,0.00039173733,2.1396839e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013131966,0.00018785136,0.9658975,0.00023143456,0.00005538917,0.000017118842,0.0073822658,0.0005143105,0.000038434904,0.00010524691,0.000023990391,0.024233231],"study_design_scores_gemma":[0.003662373,0.00004600115,0.97821414,0.00082630693,0.00005180501,0.000005920904,0.015420308,0.0013814043,0.00000468753,0.00019617449,0.0001063119,0.00008457738],"about_ca_topic_score_codex":0.00039446747,"about_ca_topic_score_gemma":0.00051245006,"teacher_disagreement_score":0.024148654,"about_ca_system_score_codex":0.000058213856,"about_ca_system_score_gemma":0.000032850374,"threshold_uncertainty_score":0.33201534},"labels":[],"label_agreement":null},{"id":"W2104974601","doi":"10.1177/0276146706296707","title":"Sidney Levy: Challenging the Philosophical Assumptions of Marketing","year":2007,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Perspective (graphical); Marketing; Sociology; Value (mathematics); Meaning (existential); Field (mathematics); Pluralism (philosophy); Epistemology; Business; Philosophy; Art; Mathematics","score_opus":0.030759590635794715,"score_gpt":0.2659545765746008,"score_spread":0.23519498593880608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104974601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98651195,0.00046873285,0.00060125126,0.005543208,0.0007949623,0.00011586269,9.366366e-7,0.00002737013,0.005935714],"genre_scores_gemma":[0.99822485,0.00006871151,0.00025336244,0.00022155732,0.0011263519,0.0000014716948,0.0000018677687,0.000019133387,0.00008267875],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99806035,0.000090852314,0.0009700989,0.00013401531,0.00049578014,0.00024888126],"domain_scores_gemma":[0.99719095,0.0008127127,0.001250715,0.00020213854,0.0005188212,0.000024647958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012314317,0.00013440009,0.00022789811,0.00037096816,0.00032633098,0.00015518545,0.00036259613,0.000069453235,0.00036256522],"category_scores_gemma":[0.0019051752,0.00010212735,0.0002254688,0.00037268474,0.00009456301,0.00055052066,0.00010338779,0.00036784707,0.00002556659],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001813561,0.00050019426,0.23654579,0.00067355024,0.00028310157,0.00009121517,0.0003051105,0.000057683796,0.06611414,0.00653419,0.0037945984,0.68328685],"study_design_scores_gemma":[0.0006935022,0.000004412237,0.9832617,0.00037876124,0.0001996548,0.000073317395,0.0008363631,0.0004585304,0.00022077413,0.00091540994,0.012782626,0.0001749179],"about_ca_topic_score_codex":0.000016879547,"about_ca_topic_score_gemma":0.000013992283,"teacher_disagreement_score":0.74671596,"about_ca_system_score_codex":0.000032344306,"about_ca_system_score_gemma":0.000024803952,"threshold_uncertainty_score":0.4267921},"labels":[],"label_agreement":null},{"id":"W2120238053","doi":"10.1177/0276146704263920","title":"Whose Identity Is It Anyway? Consumer Representation in the Age of Database Marketing","year":2004,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":144,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Database marketing; Identity (music); Representation (politics); Popularity; Control (management); Business; Marketing; Database; Computer science; Marketing management; Relationship marketing; Political science; Politics","score_opus":0.05719817975643952,"score_gpt":0.32007842268995135,"score_spread":0.2628802429335118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120238053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951676,0.00031534498,0.00022152622,0.0019447024,0.00037650065,0.00017291897,0.0000036001336,0.000008700948,0.0017891044],"genre_scores_gemma":[0.99838436,0.00017485168,0.00041527968,0.0007216619,0.00021189226,0.0000043832197,0.000013706036,0.000012192316,0.0000616665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99796814,0.00014815626,0.00094317476,0.00017017573,0.0005903583,0.00018001495],"domain_scores_gemma":[0.9979817,0.00030275152,0.0010984084,0.000274684,0.00033118698,0.000011252604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062721805,0.0001254508,0.000236612,0.0003887941,0.00014600993,0.00033494917,0.00042913586,0.00004796765,0.00036120057],"category_scores_gemma":[0.0015218131,0.000102827704,0.00015580271,0.00062015245,0.00007994584,0.001983332,0.00009937453,0.00027339516,0.000030124145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012317325,0.00082005723,0.78579503,0.0008626603,0.00013361826,0.00044054308,0.0020106481,0.00005989876,0.09129289,0.0011386338,0.01364276,0.102571554],"study_design_scores_gemma":[0.0017531895,0.0000036582928,0.9857058,0.0006432536,0.00016226228,0.000055756693,0.003089664,0.0000667992,0.0004167079,0.00047849765,0.007461372,0.00016301965],"about_ca_topic_score_codex":0.00036531407,"about_ca_topic_score_gemma":0.00022354633,"teacher_disagreement_score":0.19991082,"about_ca_system_score_codex":0.000039472823,"about_ca_system_score_gemma":0.00003787026,"threshold_uncertainty_score":0.4193192},"labels":[],"label_agreement":null},{"id":"W2128008370","doi":"10.1177/0276146709334298","title":"The Institutional Foundations of Materialism in Western Societies","year":2009,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Materialism; Sociology; Consumption (sociology); Positive economics; Social science; Politics; Environmental ethics; Social psychology; Epistemology; Political science; Economics; Psychology; Law","score_opus":0.023330221866546146,"score_gpt":0.2698718434300439,"score_spread":0.24654162156349774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128008370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957797,0.00015711116,0.000043924905,0.0023243437,0.00058181334,0.000051811407,5.800783e-7,0.000006308381,0.0010543998],"genre_scores_gemma":[0.9992886,0.00006861109,0.000077135344,0.0001568148,0.00024358183,0.0000011411407,0.000002170094,0.0000030351673,0.00015888426],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99912906,0.00002208154,0.00049944955,0.00005234025,0.00020707498,0.00008999266],"domain_scores_gemma":[0.9991084,0.000062542495,0.0005272234,0.00007297661,0.0002237985,0.0000050799576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012195191,0.000055994205,0.000103113234,0.00012970903,0.00019070222,0.00024512468,0.00016825735,0.000026100006,0.000066258865],"category_scores_gemma":[0.00018846066,0.000042145442,0.00007112362,0.00015565853,0.000060661674,0.0005645883,0.000023239689,0.0000906406,0.000009199236],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064230297,0.00038603926,0.2574246,0.00017269993,0.00006590734,0.000029128036,0.0003866968,0.00008159185,0.06451347,0.01210381,0.007206839,0.6569869],"study_design_scores_gemma":[0.00043835395,0.0000027108645,0.9740223,0.00011574313,0.000025686342,0.000015501006,0.00019841497,0.00007097751,0.00010025668,0.0016748914,0.023277821,0.000057314486],"about_ca_topic_score_codex":0.000015138799,"about_ca_topic_score_gemma":0.00002257828,"teacher_disagreement_score":0.71659774,"about_ca_system_score_codex":0.000023339193,"about_ca_system_score_gemma":0.00003205366,"threshold_uncertainty_score":0.23637429},"labels":[],"label_agreement":null},{"id":"W2135370754","doi":"10.1177/0276146708320447","title":"An Extension and Further Validation of a Community-based Consumer Well-being Measure","year":2008,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Marketing; Nomological network; Goods and services; China; Measure (data warehouse); Business; Construct (python library); Economics; Service (business); Computer science; Geography","score_opus":0.0355601713400106,"score_gpt":0.2608739416486009,"score_spread":0.2253137703085903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135370754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976864,0.00031320288,0.000116899,0.00031347512,0.00012313595,0.00008459958,4.157156e-7,0.00001973002,0.0013421809],"genre_scores_gemma":[0.9991077,0.000028456216,0.00061038043,0.00014137953,0.00007854965,9.986159e-7,0.0000022796462,0.00002205102,0.000008182249],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870366,0.00018898999,0.00050820847,0.00008602026,0.0003598845,0.00015323833],"domain_scores_gemma":[0.998093,0.00023492123,0.00082709204,0.00019091695,0.00063627056,0.000017787357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027648918,0.00014120156,0.00031163704,0.0002777498,0.00038941595,0.00006325988,0.00016494226,0.000049740134,0.000055476332],"category_scores_gemma":[0.00040206782,0.00012381536,0.00008946385,0.00020682001,0.00012908358,0.0006066862,0.000081790466,0.00032223747,0.0000039347547],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022983248,0.00013989562,0.9459805,0.00017633678,0.00005471974,0.000040417308,0.00050503924,0.0000139370995,0.033296827,0.000011821682,0.00015850096,0.01939216],"study_design_scores_gemma":[0.0018496432,0.00005852694,0.9899101,0.00058627035,0.00035728625,0.00013798557,0.0019220539,0.0005336893,0.0018841012,0.00007954242,0.0024097606,0.00027101472],"about_ca_topic_score_codex":0.00013514342,"about_ca_topic_score_gemma":0.000024933111,"teacher_disagreement_score":0.043929614,"about_ca_system_score_codex":0.000017524417,"about_ca_system_score_gemma":0.000025595013,"threshold_uncertainty_score":0.5049044},"labels":[],"label_agreement":null},{"id":"W2149741875","doi":"10.1177/0276146708325382","title":"The Wisdom of Consumer Crowds","year":2008,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":527,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Crowds; Grassroots; Consumption (sociology); Creativity; Marketing; Sociology; Collective intelligence; Sharing economy; Public relations; Business; Knowledge management; Social science; Political science; Psychology; Social psychology; Computer science","score_opus":0.02141189312807356,"score_gpt":0.2899846932546328,"score_spread":0.2685728001265592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149741875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83477485,0.0012739043,0.000009175794,0.00095378514,0.0007765505,0.000048696063,0.0000010869913,0.000009841711,0.16215213],"genre_scores_gemma":[0.99609774,0.0016978815,0.00031031828,0.000042304586,0.00044958448,5.966846e-7,7.804793e-8,0.000008294852,0.001393175],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99788505,0.00061445247,0.0005197894,0.00006163599,0.00065443706,0.00026464232],"domain_scores_gemma":[0.9954683,0.003246873,0.0006622559,0.000085102874,0.00041647968,0.00012094303],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0063789496,0.00007023862,0.00020604557,0.000046737485,0.00084617885,0.00005185184,0.0003469807,0.00006356265,0.00003690044],"category_scores_gemma":[0.010956835,0.000049616818,0.00017276857,0.0002169716,0.0008991981,0.00016515974,0.000034200242,0.00021332144,0.0000036673398],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016016666,0.0004020105,0.3736608,0.00010134116,0.0005911368,0.00044996175,0.087444626,0.000011949947,0.0024303964,0.008565611,0.1381086,0.3866319],"study_design_scores_gemma":[0.0012369517,0.00019564525,0.10392536,0.00048370412,0.00007301775,0.00015458812,0.0356898,0.000013680579,0.0004794948,0.0028479612,0.8545653,0.0003344757],"about_ca_topic_score_codex":0.00009937901,"about_ca_topic_score_gemma":0.000061787745,"teacher_disagreement_score":0.7164567,"about_ca_system_score_codex":0.00004733476,"about_ca_system_score_gemma":0.00036889486,"threshold_uncertainty_score":0.9973743},"labels":[],"label_agreement":null},{"id":"W2167518957","doi":"10.1177/0276146708316565","title":"Marketing, Society, and Controversy: An Online Course from a Macromarketing Perspective","year":2008,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Macromarketing; Sustainability; Marketing; Sociology; Externality; Scope (computer science); Quality (philosophy); Politics; Sustainable development; Economics; Social science; Political science; Business; Law; Epistemology","score_opus":0.1620175019574613,"score_gpt":0.40762399011185607,"score_spread":0.24560648815439476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167518957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882305,0.0025239745,0.0005154283,0.0053744838,0.000982257,0.0001016238,0.000035327736,0.000022912835,0.0022134422],"genre_scores_gemma":[0.9751339,0.0010201392,0.021513004,0.0005783179,0.0013885074,0.0000013244621,0.0000040984924,0.000032703807,0.00032802834],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942023,0.001537747,0.0014199693,0.0005402588,0.001883232,0.0004164958],"domain_scores_gemma":[0.97877586,0.015362825,0.0021278684,0.0004520664,0.0029470492,0.00033432475],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.022716364,0.00027025415,0.00062664883,0.00018811192,0.0007501841,0.00036781278,0.0007420789,0.00020531195,0.00048535474],"category_scores_gemma":[0.034429472,0.0002146156,0.00031056083,0.0005257834,0.00046961367,0.0009930985,0.00021139024,0.0008379258,0.0000060034085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038487378,0.0021503202,0.77388567,0.000085464264,0.0007085466,0.0005853649,0.048559546,0.00016983305,0.014961419,0.0005538059,0.06519224,0.08929908],"study_design_scores_gemma":[0.0016018156,0.00013993558,0.9152511,0.00031207362,0.00010501079,0.0007990005,0.06571493,0.0036456943,0.00006723456,0.009474185,0.0025286311,0.00036042527],"about_ca_topic_score_codex":0.00022556649,"about_ca_topic_score_gemma":0.00010219423,"teacher_disagreement_score":0.14136541,"about_ca_system_score_codex":0.00017113396,"about_ca_system_score_gemma":0.00061368814,"threshold_uncertainty_score":0.9737039},"labels":[],"label_agreement":null},{"id":"W2326857131","doi":"10.1177/0276146712466776","title":"Macromarketing in the Age of Neoliberalism","year":2012,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Macromarketing; Neoliberalism (international relations); Sociology; Social science; Political science; Economics; Market economy","score_opus":0.027230813847707404,"score_gpt":0.31795784486730383,"score_spread":0.2907270310195964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326857131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7337637,0.00073697756,0.0000064265287,0.0015913796,0.00056242134,0.00008764456,0.0000012092178,0.000008463715,0.26324177],"genre_scores_gemma":[0.9970401,0.00016123847,0.0009768269,0.00038691828,0.0011853696,0.0000018412859,5.303772e-7,0.000014003785,0.00023319738],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951988,0.0025168033,0.00077682117,0.00008349962,0.00085046515,0.00057361234],"domain_scores_gemma":[0.994733,0.004216069,0.0007133516,0.00010347446,0.00012827502,0.00010586568],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.02956291,0.000120391276,0.0003255374,0.00015724794,0.00028882571,0.000096466465,0.00055824145,0.00010856261,0.00006926115],"category_scores_gemma":[0.008801247,0.00009081777,0.00020966594,0.00052134384,0.00033976775,0.00043224494,0.000054015585,0.0004048394,0.0000026645034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056945335,0.0007535651,0.61307484,0.00022001972,0.00015642973,0.00028467207,0.24995077,0.000013385945,0.0018712862,0.018238457,0.0143899135,0.1004772],"study_design_scores_gemma":[0.0016947957,0.00021142764,0.6763301,0.0016140367,0.000118124364,0.00015298183,0.11363367,0.000012517362,0.00014125965,0.005475332,0.20002991,0.0005858629],"about_ca_topic_score_codex":0.00027397837,"about_ca_topic_score_gemma":0.00008622813,"teacher_disagreement_score":0.26327637,"about_ca_system_score_codex":0.00008028774,"about_ca_system_score_gemma":0.00013289288,"threshold_uncertainty_score":0.999548},"labels":[],"label_agreement":null},{"id":"W2328578598","doi":"10.1177/0276146714555015","title":"Book and Media Review: Marketing and the Common Good: Essays from Notre Dame on Societal Impact","year":2014,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Macromarketing; Marketing; Advertising; Sociology; Political science; Business","score_opus":0.05693303262650579,"score_gpt":0.3844085770927166,"score_spread":0.3274755444662108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328578598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8789905,0.0757731,0.00017747967,0.034002237,0.0009832744,0.0001554388,0.000009584183,0.000009252441,0.009899172],"genre_scores_gemma":[0.97286415,0.020770442,0.0007357312,0.0046621226,0.0007823638,0.0000016868419,0.000001597675,0.000015937278,0.00016593901],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9950376,0.0023125429,0.0010019349,0.00023724315,0.0012017365,0.00020892131],"domain_scores_gemma":[0.9400528,0.057313308,0.001639405,0.00036529137,0.0004740144,0.00015520344],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.050616913,0.00016366033,0.00054116483,0.00008783499,0.00037531948,0.00040253624,0.00045396198,0.0000942728,0.00033034346],"category_scores_gemma":[0.04820139,0.00008384487,0.00018214987,0.00021503719,0.00029143502,0.00033826992,0.0001554,0.0006657063,0.0000061961305],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017720703,0.00010365902,0.12354352,0.00030565553,0.00018324362,0.000018676446,0.0049940785,0.000046075,0.00046010557,0.00067044474,0.41878286,0.4491196],"study_design_scores_gemma":[0.0031266287,0.00014384624,0.87661904,0.008246714,0.0002528819,0.000315423,0.002772232,0.0049956287,0.00004325307,0.046600327,0.056430645,0.00045338072],"about_ca_topic_score_codex":0.000037877428,"about_ca_topic_score_gemma":0.000014882127,"teacher_disagreement_score":0.75307554,"about_ca_system_score_codex":0.000035777037,"about_ca_system_score_gemma":0.000082237224,"threshold_uncertainty_score":0.97758967},"labels":[],"label_agreement":null},{"id":"W2342568536","doi":"10.1177/0276146715592929","title":"Appropriation of Community Knowledge","year":2015,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University","keywords":"Appropriation; Harm; Public relations; Subsistence agriculture; Business; Knowledge base; Sociology; Marketing; Political science; Law","score_opus":0.06141613165417811,"score_gpt":0.26930956489846847,"score_spread":0.20789343324429035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342568536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89969194,0.00003364106,0.00029682732,0.00039937434,0.00058257225,0.000036239006,1.4823321e-7,0.000008022916,0.09895125],"genre_scores_gemma":[0.9980101,0.0000015184146,0.0010137492,0.00031748356,0.00047448507,4.423847e-7,0.0000019901922,0.000007373213,0.00017287648],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991789,0.00005234598,0.00052107783,0.00002791001,0.00013626106,0.00008351484],"domain_scores_gemma":[0.9981518,0.00006973086,0.00092535035,0.000071098104,0.0007726398,0.000009415767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056949775,0.000059247515,0.00015935917,0.00018352679,0.00008205478,0.000050949515,0.00016957613,0.000034318196,0.00005637428],"category_scores_gemma":[0.0007314894,0.00005306057,0.000049385795,0.0001742651,0.00002303034,0.00044055737,0.00008241002,0.00019323821,0.00002697232],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010909863,0.0015376838,0.29915506,0.0015270639,0.00053632405,0.000017516912,0.02200525,0.00032563947,0.0061467513,0.048760615,0.2925496,0.3263475],"study_design_scores_gemma":[0.007146021,0.00009042701,0.4639228,0.0005362728,0.00012698848,0.000049815542,0.04241719,0.0038854354,0.00103137,0.017385405,0.46274537,0.00066289736],"about_ca_topic_score_codex":0.000025573505,"about_ca_topic_score_gemma":0.000005696907,"teacher_disagreement_score":0.3256846,"about_ca_system_score_codex":0.000064773696,"about_ca_system_score_gemma":0.00007410338,"threshold_uncertainty_score":0.21637471},"labels":[],"label_agreement":null},{"id":"W2584994463","doi":"10.1177/0276146717696892","title":"Complementing the Dominant Social Paradigm with Sustainability","year":2017,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Complementarity (molecular biology); Sustainability; Context (archaeology); Business; Marketing; Industrial organization; Economics; Ecology","score_opus":0.01873403737399395,"score_gpt":0.2667613039143074,"score_spread":0.24802726654031346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2584994463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9742511,0.000038813483,0.000007784942,0.024153547,0.00010370169,0.00012712713,0.000001860041,0.0000046384494,0.0013114474],"genre_scores_gemma":[0.99927926,0.0000045199135,0.00005144728,0.000040780003,0.000490303,0.000001770413,4.2986682e-7,6.929347e-7,0.00013078112],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99875164,0.00025777018,0.00033672378,0.00011497503,0.00028001395,0.0002588838],"domain_scores_gemma":[0.9984486,0.00027192204,0.0007936172,0.00008098303,0.00034819002,0.000056657947],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0031783744,0.00009417858,0.00018723695,0.0000065810054,0.0021469623,0.00028229342,0.00047329417,0.000033102024,0.00009973702],"category_scores_gemma":[0.0007793251,0.00002557922,0.00013864448,0.000065088214,0.0002435609,0.00020505075,0.00010752195,0.00022260552,3.269213e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011982253,0.0002257468,0.24922855,0.000079422425,0.000111865666,0.00010558116,0.0009830579,0.00001151502,0.00892336,0.0009906403,0.0018635495,0.7362785],"study_design_scores_gemma":[0.00035731457,0.0002528662,0.9435961,0.000027091808,0.000027869817,0.0002761653,0.033500865,0.000044172757,0.00028169653,0.0013537353,0.020164654,0.000117418895],"about_ca_topic_score_codex":0.00009467435,"about_ca_topic_score_gemma":0.0001146863,"teacher_disagreement_score":0.73616105,"about_ca_system_score_codex":0.00008801267,"about_ca_system_score_gemma":0.00004182452,"threshold_uncertainty_score":0.9991521},"labels":[],"label_agreement":null},{"id":"W2786390908","doi":"10.1177/0276146718755869","title":"Brands, Truthiness and Post-Fact","year":2018,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":126,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Postmodernism; Post truth; Sociology; The Internet; Social media; Position (finance); Fake news; Aesthetics; Advertising; Business; Epistemology; Media studies; Political science; Law; Politics; Computer science; Philosophy","score_opus":0.03417815105100817,"score_gpt":0.31525802065638353,"score_spread":0.28107986960537534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786390908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909122,0.000032522603,0.00044908686,0.0034989566,0.0008422377,0.000060612027,0.0000051443126,0.000020329213,0.004178929],"genre_scores_gemma":[0.9955218,0.000046095694,0.0007609051,0.0027454915,0.0005830602,6.278467e-7,2.0062697e-7,0.000015661908,0.00032616965],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983671,0.00022059825,0.00054889533,0.00018497616,0.0004502624,0.00022818516],"domain_scores_gemma":[0.99785835,0.001046803,0.0005281315,0.00013008472,0.00032253203,0.000114085415],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0015792979,0.00011112593,0.00018220747,0.0001896353,0.0002782608,0.00010126997,0.00026854142,0.000056323406,0.00034890606],"category_scores_gemma":[0.009150171,0.00009036099,0.00004993569,0.00032894325,0.00047389517,0.00028584065,0.00010555493,0.00042219227,0.000014754382],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014392959,0.000049149457,0.00058099814,0.00002778432,0.000007969845,0.000059640424,0.0003499184,1.5545132e-7,0.9866419,0.0004621429,0.0013874549,0.010288965],"study_design_scores_gemma":[0.0032204727,0.0014677097,0.08049019,0.00058705924,0.00006331361,0.002141899,0.0003866539,0.00046427498,0.8793872,0.0072196964,0.024030473,0.00054108753],"about_ca_topic_score_codex":0.00000240845,"about_ca_topic_score_gemma":0.0000018846013,"teacher_disagreement_score":0.10725472,"about_ca_system_score_codex":0.000022718186,"about_ca_system_score_gemma":0.00006310037,"threshold_uncertainty_score":0.9991962},"labels":[],"label_agreement":null},{"id":"W2800587458","doi":"10.1177/0276146718773473","title":"Gifts and Nationalism in Wartime Japan","year":2018,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Japanese History and Culture","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Sympathy; Nationalism; Patriotism; Rhetoric; Newspaper; Sociology; Compassion; Advertising; Media studies; Political science; Law; Social psychology; Psychology; Business","score_opus":0.012858147651727702,"score_gpt":0.28808441491207404,"score_spread":0.2752262672603463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800587458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9405454,0.00041902263,0.0000017810746,0.001575056,0.00025244197,0.000025376903,3.3687138e-7,0.00000455574,0.057176027],"genre_scores_gemma":[0.99759984,0.000025906347,0.0003162811,0.00016533541,0.00066101004,2.8632272e-7,1.03952125e-7,0.0000030730457,0.0012281731],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991457,0.00022622585,0.00019835506,0.000056670622,0.0002515191,0.00012155368],"domain_scores_gemma":[0.9994607,0.000121690544,0.00016524062,0.000027828371,0.00015614218,0.00006840903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002572262,0.000040976407,0.000090602334,0.000063783904,0.00026428935,0.000032386768,0.0000970663,0.000052782958,0.00027741664],"category_scores_gemma":[0.00078640034,0.000035306522,0.000028889399,0.00013606489,0.00017563514,0.00021040977,0.00001360173,0.00012971148,0.0000066461985],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062331546,0.00027475026,0.17266096,0.00006800307,0.0001042996,0.00019138426,0.6563995,0.0000060858315,0.029910177,0.022650559,0.054213893,0.062897064],"study_design_scores_gemma":[0.0010544852,0.00015032353,0.2284661,0.00033598227,0.000023503853,0.00011393558,0.022851085,0.000049889655,0.00026137635,0.005572137,0.7408637,0.00025751983],"about_ca_topic_score_codex":0.00005491521,"about_ca_topic_score_gemma":0.00050675235,"teacher_disagreement_score":0.68664974,"about_ca_system_score_codex":0.000060487528,"about_ca_system_score_gemma":0.00007605491,"threshold_uncertainty_score":0.30375177},"labels":[],"label_agreement":null},{"id":"W2892341364","doi":"10.1177/0276146718796899","title":"Biases in Charitable Giving to International Humanitarian Aid","year":2018,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Psychic; Humanitarian aid; Government (linguistics); Macromarketing; Public relations; Social psychology; Business; Marketing; Psychology; Economics; Political science; Economic growth","score_opus":0.03628626917100675,"score_gpt":0.28486955855628326,"score_spread":0.24858328938527652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892341364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9747871,0.00008992904,0.000043579024,0.0033900822,0.0015023088,0.000057631172,8.4468047e-7,0.00001723103,0.020111261],"genre_scores_gemma":[0.9907526,0.000006659394,0.00080581685,0.0036393274,0.0045338636,0.0000012773975,0.0000013614075,0.00001491986,0.00024421857],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99868685,0.00003090157,0.00056463876,0.00013285471,0.00032104767,0.00026369523],"domain_scores_gemma":[0.99879235,0.0001779884,0.00042733192,0.000105442195,0.0004746058,0.000022275115],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034091047,0.000107512504,0.00020734694,0.0005766517,0.0001288191,0.00025429114,0.00040194803,0.000039313018,0.0009215269],"category_scores_gemma":[0.0020396914,0.00010142039,0.00007239489,0.00043937427,0.000027806624,0.0011879817,0.00019473697,0.0001918767,0.00014020037],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00245489,0.0009137856,0.78081363,0.0012723499,0.0005289337,0.0008011459,0.00752668,0.0007811394,0.021599969,0.009383765,0.076266654,0.09765703],"study_design_scores_gemma":[0.0028021117,0.00013193763,0.30410755,0.004060767,0.00007936961,0.00012958626,0.011202257,0.0064785746,0.00065393245,0.0035401913,0.6660334,0.0007803724],"about_ca_topic_score_codex":0.00035325324,"about_ca_topic_score_gemma":0.0011385338,"teacher_disagreement_score":0.58976674,"about_ca_system_score_codex":0.000081313156,"about_ca_system_score_gemma":0.000026480226,"threshold_uncertainty_score":0.9999918},"labels":[],"label_agreement":null},{"id":"W2903107994","doi":"10.1177/0276146718815937","title":"A Historical Review of Local Intermediaries in Impoverished Contexts","year":2018,"lang":"en","type":"review","venue":"Journal of Macromarketing","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"World Bank Group","keywords":"Intermediary; Scholarship; Work (physics); Sociology; Public relations; Political science; Business; Marketing; Economics; Positive economics; Economic growth","score_opus":0.02448135199804764,"score_gpt":0.285929688951822,"score_spread":0.2614483369537744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903107994","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000045998557,0.99255323,0.000115674535,0.00022411668,0.0017289098,0.00022636626,8.583133e-7,0.000006867328,0.005097994],"genre_scores_gemma":[0.00009046761,0.9975028,0.00020727121,0.0008117676,0.0011600568,0.0000064741835,0.0000061103638,0.000031628646,0.000183447],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963205,0.00008731429,0.0029143556,0.00016829337,0.00029073327,0.00021881021],"domain_scores_gemma":[0.99435157,0.00023556345,0.004756762,0.0001427655,0.0004987314,0.0000146363955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054229726,0.00026865455,0.0021173027,0.00059079553,0.000041489486,0.000061561455,0.00042913746,0.00016658947,0.00042538557],"category_scores_gemma":[0.0013968662,0.00021497144,0.0005093474,0.000431126,0.000108577944,0.00037402762,0.00019039187,0.00048245932,0.00003187161],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025819936,0.000043759817,0.00012225697,0.118009,0.000105882624,0.000042985313,0.000028628709,2.8997723e-8,7.702121e-8,0.00019031654,0.09829669,0.7831346],"study_design_scores_gemma":[0.00023222569,0.000008460634,0.000054639444,0.15166155,0.00014228342,0.000033010976,0.000040373452,0.0000030248762,7.764226e-8,0.000043916094,0.8476144,0.00016603622],"about_ca_topic_score_codex":0.000018170664,"about_ca_topic_score_gemma":0.000005780133,"teacher_disagreement_score":0.7829685,"about_ca_system_score_codex":0.00080314704,"about_ca_system_score_gemma":0.0003241763,"threshold_uncertainty_score":0.8766281},"labels":[],"label_agreement":null},{"id":"W2905686905","doi":"10.1177/0276146718820937","title":"If Not Now, When? The Timeliness of Developing a Dialogue between Consumer Culture Theoretic and Macromarketing Perspectives","year":2018,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Macromarketing; Sociology; Politics; Marketing; Consumer Culture; Sustainability; Business; Political science; Advertising","score_opus":0.017931832810358553,"score_gpt":0.3004353934070287,"score_spread":0.28250356059667014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905686905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9538827,0.0012035205,0.0002238944,0.003549705,0.0005379114,0.00020387935,0.000013153318,0.000029239642,0.04035599],"genre_scores_gemma":[0.99359024,0.00076333457,0.0029922482,0.00011662784,0.0021794075,0.0000023028692,8.457195e-7,0.000024611458,0.000330373],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9960989,0.0016507566,0.00080201105,0.00022804123,0.0007529584,0.00046738298],"domain_scores_gemma":[0.99321526,0.004257014,0.0010673444,0.00014550623,0.0011441823,0.00017069902],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.012205873,0.00020917607,0.00049836445,0.000117664335,0.00095597847,0.0002334855,0.0005279257,0.0001677718,0.000068064845],"category_scores_gemma":[0.015607315,0.00014705797,0.00017694157,0.00036046773,0.001996127,0.0003016956,0.0001591661,0.00043169927,0.0000043586647],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014727755,0.0001573374,0.24263354,0.00039512204,0.0009769384,0.00006759978,0.54414284,0.0000010180728,0.0021552492,0.012618953,0.011206827,0.18417183],"study_design_scores_gemma":[0.0037661626,0.0007998694,0.28091908,0.0061620665,0.00095814397,0.00015778256,0.5438078,0.00012142478,0.0021901336,0.030794164,0.1284438,0.0018795918],"about_ca_topic_score_codex":0.00009108935,"about_ca_topic_score_gemma":0.00010056936,"teacher_disagreement_score":0.18229224,"about_ca_system_score_codex":0.000108297354,"about_ca_system_score_gemma":0.00036928972,"threshold_uncertainty_score":0.99268466},"labels":[],"label_agreement":null},{"id":"W3034139107","doi":"10.1177/0276146720926704","title":"A Window on Young Bob Lusch: Reflections of an Early Student","year":2020,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TD Bank Group","funders":"","keywords":"Friendship; Discipline; Period (music); Psychoanalysis; Sociology; Psychology; Social psychology; Aesthetics; Social science; Philosophy","score_opus":0.028727471303775943,"score_gpt":0.29151778518287824,"score_spread":0.2627903138791023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034139107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93332803,0.000032041193,0.0001143836,0.002796257,0.0007272635,0.00014497449,5.5111957e-7,0.00003640621,0.062820084],"genre_scores_gemma":[0.99564356,0.000009915322,0.0008008317,0.0009812053,0.0023025041,0.000002542965,0.000002631678,0.000026355954,0.00023047267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840206,0.000074270145,0.00062300643,0.0001744963,0.0005214778,0.00020471281],"domain_scores_gemma":[0.99828076,0.00010853104,0.0011148554,0.00014379293,0.0003151512,0.000036878544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019711514,0.00014912758,0.00025813773,0.00030698208,0.00015878747,0.00028274985,0.00035521985,0.000044585773,0.0002085348],"category_scores_gemma":[0.00084366166,0.00013639317,0.00014201757,0.000494997,0.000024877587,0.00089724973,0.00010986188,0.00026095778,0.000020351794],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0064341896,0.00278645,0.7522721,0.0024240343,0.0010928909,0.0002604169,0.0063142064,0.0010637885,0.0671157,0.0074115107,0.080905005,0.07191965],"study_design_scores_gemma":[0.0021956337,0.00047448406,0.9393764,0.0006078159,0.00038712047,0.000015727339,0.005179818,0.0014236742,0.00040857002,0.00043660443,0.049014952,0.00047917067],"about_ca_topic_score_codex":0.000066416855,"about_ca_topic_score_gemma":0.000018039256,"teacher_disagreement_score":0.18710427,"about_ca_system_score_codex":0.000034044686,"about_ca_system_score_gemma":0.000026795204,"threshold_uncertainty_score":0.5561952},"labels":[],"label_agreement":null},{"id":"W3080720362","doi":"10.1177/0276146720949637","title":"Macromarketing Pedagogy: Empowering Students to Achieve a Sustainable World","year":2020,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Macromarketing; Commit; Sociology; Sustainability; Sustainable development; Engineering ethics; Public relations; Pedagogy; Political science; Marketing; Engineering; Business; Computer science; Law","score_opus":0.015092538879619297,"score_gpt":0.2986754520734753,"score_spread":0.283582913193856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080720362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88941664,0.00014713603,0.00073264306,0.016736232,0.0009456383,0.0004995223,6.255726e-7,0.00013356975,0.091388],"genre_scores_gemma":[0.9836505,0.0000138906535,0.001975706,0.006525139,0.004147009,0.000010713741,0.0000037931522,0.00008047069,0.0035927738],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967429,0.000110296314,0.0010448636,0.0003890766,0.00096924097,0.0007436414],"domain_scores_gemma":[0.997508,0.00030258743,0.0012358121,0.00022165725,0.0006095609,0.00012240389],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0062428075,0.0003370689,0.00048686648,0.00080524496,0.00038792254,0.0011410231,0.0010197061,0.000058972717,0.00069025153],"category_scores_gemma":[0.0038623305,0.00033236961,0.00023632591,0.0015676098,0.00002776024,0.0014613719,0.000984229,0.0004618512,0.00011974403],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007215126,0.00063112023,0.47453997,0.004403125,0.00065750803,0.0010851166,0.0033272768,0.00069811335,0.006495903,0.0031949591,0.44449595,0.05325583],"study_design_scores_gemma":[0.0021719057,0.00015881011,0.12549998,0.0008797033,0.00031969533,0.00002564555,0.012652275,0.0014524291,0.000088059445,0.0005391178,0.8552576,0.0009547881],"about_ca_topic_score_codex":0.000072967225,"about_ca_topic_score_gemma":0.000025186273,"teacher_disagreement_score":0.41076162,"about_ca_system_score_codex":0.00012504544,"about_ca_system_score_gemma":0.00007472165,"threshold_uncertainty_score":0.99991286},"labels":[],"label_agreement":null},{"id":"W3088069362","doi":"10.1177/0276146720956380","title":"“For the Gram”: An Exploration of the Conflict between Influencers and Citizen-Consumers in the Public Lands Marketing System","year":2020,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Social media; Gratification; Marketing; Influencer marketing; Business; Tourism; Recreation; Public relations; Advertising; Political science; Marketing management; Relationship marketing; Psychology","score_opus":0.13574529694147985,"score_gpt":0.35972003994489976,"score_spread":0.2239747430034199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088069362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9608275,0.00029312386,0.000065357846,0.034425113,0.00012949469,0.00044692992,0.0000073434894,0.000009072817,0.003796051],"genre_scores_gemma":[0.99920005,0.00013409086,0.00013829634,0.00015196741,0.00034898915,0.000005819578,3.8228706e-7,0.000008116742,0.000012285893],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9961545,0.002147537,0.00046036558,0.000117079726,0.00083810964,0.00028243224],"domain_scores_gemma":[0.9946717,0.0042207553,0.00058551715,0.00013033433,0.00028186842,0.00010980369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01852421,0.00008507639,0.00019887506,0.00007633708,0.0006642797,0.00033481364,0.00090106454,0.00005882623,0.000012327901],"category_scores_gemma":[0.007241558,0.000045418135,0.0001011073,0.00044502705,0.00032400133,0.0007689616,0.00009479619,0.00036441343,4.2304487e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093763566,0.000055855366,0.83419716,0.00047646477,0.0003696217,0.00008287659,0.09320236,0.00012160257,0.0009332607,0.004289725,0.0035727518,0.061760653],"study_design_scores_gemma":[0.0019601875,0.00023813306,0.3718233,0.0005911542,0.00016777425,0.000018466024,0.601103,0.0017371477,0.00012478506,0.00027091336,0.021719638,0.00024549634],"about_ca_topic_score_codex":0.00026303704,"about_ca_topic_score_gemma":0.00013832156,"teacher_disagreement_score":0.50790066,"about_ca_system_score_codex":0.000068343004,"about_ca_system_score_gemma":0.0002292586,"threshold_uncertainty_score":0.8669344},"labels":[],"label_agreement":null},{"id":"W3111481502","doi":"10.1177/0276146720978257","title":"Consumer Choicemaking and Choicelessness in Hyperdigital Marketspaces","year":2020,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Art History and Market Analysis","field":"Arts and Humanities","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Consumption (sociology); Consumer choice; Happening; Autonomy; The Internet; Macro; Perception; Business; Marketing; Sociology; Computer science; Political science; Epistemology; Social science; World Wide Web","score_opus":0.026298527256559248,"score_gpt":0.20874038411803275,"score_spread":0.18244185686147352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111481502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9201031,0.0017446356,0.000018356293,0.0010172559,0.00020954035,0.00004683449,0.0000030584208,0.000013410041,0.07684382],"genre_scores_gemma":[0.9983838,0.00011591082,0.00015047514,0.0003323951,0.00056217425,8.860369e-7,5.6104875e-7,0.000014688858,0.00043910404],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.998841,0.00015693514,0.00048554025,0.00013374939,0.0002000807,0.00018272855],"domain_scores_gemma":[0.9989504,0.00037840844,0.00039291044,0.00005516167,0.00010441744,0.00011868279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009187656,0.00012926295,0.00035457974,0.00014370702,0.0001767904,0.00015607516,0.00012990827,0.00003220248,0.0007977571],"category_scores_gemma":[0.00048276686,0.000110895584,0.000111915564,0.00006456262,0.0001518769,0.0005112774,0.0000624219,0.0002566207,0.0000053800227],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004541745,0.00045640967,0.38691196,0.001571975,0.0014411868,0.002097747,0.24896324,0.000060694074,0.00499874,0.0064798,0.03903603,0.30344045],"study_design_scores_gemma":[0.0018844404,0.00022166142,0.014155387,0.00046706613,0.00021947305,0.00011427889,0.028031144,0.0016004178,0.000061324135,0.00019731132,0.9525264,0.00052108546],"about_ca_topic_score_codex":0.000020930313,"about_ca_topic_score_gemma":0.0002281599,"teacher_disagreement_score":0.91349036,"about_ca_system_score_codex":0.000027796295,"about_ca_system_score_gemma":0.00003418049,"threshold_uncertainty_score":0.87348807},"labels":[],"label_agreement":null},{"id":"W3115128905","doi":"10.1177/0276146720981718","title":"A Macromarketing Call to Action—Because Black Lives Matter!","year":2020,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Macromarketing; Racism; Scholarship; Transformative learning; Action (physics); Call to action; Sociology; Public relations; Marketing ethics; Marketing; Political science; Business ethics; Business; Law; Gender studies","score_opus":0.05094207949676894,"score_gpt":0.2747370791574889,"score_spread":0.22379499966071997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115128905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873994,0.00008823777,0.00035817223,0.007855924,0.00057623326,0.0001786118,0.0000023217901,0.000059447462,0.0034816784],"genre_scores_gemma":[0.9933597,0.00002652367,0.00070441986,0.0040742722,0.0013922516,0.0000045157044,0.000003595517,0.00003759738,0.00039715975],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981304,0.00006640209,0.00082140556,0.0002602491,0.00043442682,0.0002871157],"domain_scores_gemma":[0.9983447,0.00014026141,0.0008338661,0.00016379694,0.00043386917,0.00008349253],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010523839,0.0002013719,0.00029849302,0.0002959431,0.000205751,0.00063145894,0.00038956458,0.000054190892,0.00197602],"category_scores_gemma":[0.00090058,0.00019576032,0.00020351874,0.0005083518,0.000042482952,0.000989137,0.00017579862,0.00031200252,0.0013285698],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017336836,0.00023374226,0.46978873,0.00086805905,0.00020654639,0.0001973453,0.0010663645,0.00010920623,0.121904865,0.0000549959,0.18149143,0.22234502],"study_design_scores_gemma":[0.0013921427,0.000020388761,0.8548566,0.00046352387,0.00029923572,0.00008159192,0.0025373644,0.0014195963,0.0005519787,0.000052920102,0.13776961,0.0005550618],"about_ca_topic_score_codex":0.000040899973,"about_ca_topic_score_gemma":0.000019723126,"teacher_disagreement_score":0.38506785,"about_ca_system_score_codex":0.000044390606,"about_ca_system_score_gemma":0.00003096454,"threshold_uncertainty_score":0.999449},"labels":[],"label_agreement":null},{"id":"W3130462620","doi":"10.1177/0276146721994624","title":"Book Review: Milton Friedman Fifty Years Later","year":2021,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Economic Theory and Institutions","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Keynesian economics; Economics; Positive economics; Economic history; Psychoanalysis; Neoclassical economics; Psychology","score_opus":0.015420677860133748,"score_gpt":0.22361767088555923,"score_spread":0.2081969930254255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130462620","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16681215,0.7084099,0.00029312627,0.0048737326,0.0015568903,0.00009006496,0.000050218358,0.00001575431,0.11789814],"genre_scores_gemma":[0.6184454,0.2702919,0.0058278684,0.06450732,0.0020468743,0.000009285261,0.00002535089,0.000102162616,0.038743813],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987034,0.000053282492,0.0008970917,0.00014732362,0.000026315218,0.0001725736],"domain_scores_gemma":[0.99890274,0.00009284417,0.00068454095,0.00018725448,0.000056590638,0.00007603267],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018057897,0.00008659251,0.00037596026,0.000084091706,0.00008285262,0.00004505263,0.00016980103,0.000054473705,0.0059171775],"category_scores_gemma":[0.00057071587,0.000098636396,0.00023181802,0.000100593985,0.00003640029,0.0003483464,0.000052755084,0.00023740543,0.00027198152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061800085,0.00014519737,0.011915001,0.0004171545,0.00026947004,0.00038375042,0.00029348233,0.00005882373,0.0002818682,0.032788213,0.95037705,0.0030081815],"study_design_scores_gemma":[0.00029602696,0.000021123375,0.008586241,0.00047514297,0.00001376792,0.00020307384,0.000022142853,0.00002529569,0.00020273619,0.0028922313,0.9871405,0.00012172064],"about_ca_topic_score_codex":0.0000018381994,"about_ca_topic_score_gemma":0.000001480563,"teacher_disagreement_score":0.45163327,"about_ca_system_score_codex":0.00007047344,"about_ca_system_score_gemma":0.000043542983,"threshold_uncertainty_score":0.99499154},"labels":[],"label_agreement":null},{"id":"W3217740266","doi":"10.1177/02761467211054354","title":"The Other Pandemic: A Conceptual Framework and Future Research Directions of Junk Food Marketing to Children and Childhood Obesity","year":2021,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Childhood obesity; Overweight; Obesity; Pandemic; Social marketing; Junk food; Early childhood; Conceptual framework; Psychology; Environmental health; Political science; Advertising; Marketing; Public relations; Developmental psychology; Sociology; Medicine; Business; Coronavirus disease 2019 (COVID-19); Social science; Disease","score_opus":0.029402971552172856,"score_gpt":0.29259199731585,"score_spread":0.26318902576367714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217740266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917221,0.00526833,0.000014996516,0.002042784,0.00034974093,0.00013852815,0.0000040749123,0.000013117016,0.00044634048],"genre_scores_gemma":[0.9967446,0.0015549099,0.0003800437,0.00013928271,0.0010665305,0.0000039159167,0.0000013070182,0.00001535694,0.00009409818],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985579,0.00023516553,0.00045392785,0.00018120048,0.00036602328,0.00020576562],"domain_scores_gemma":[0.9980461,0.0007527252,0.0003639974,0.00016101362,0.00064309844,0.00003305855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046320804,0.00010240208,0.00018595811,0.00017493687,0.0006489494,0.00037545533,0.00015936191,0.00007556721,0.00010408205],"category_scores_gemma":[0.0018200733,0.0000802067,0.000071741255,0.00047514838,0.00014296576,0.00027174002,0.00018835145,0.00044513648,0.0000031088468],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013606403,0.00010088,0.5405686,0.00003871731,0.00009403386,0.0000026240534,0.00038081408,2.5448037e-7,0.0012257054,0.00087474467,0.00089680223,0.45568076],"study_design_scores_gemma":[0.00033386852,0.000007404798,0.96548396,0.000263029,0.00006164591,0.000065073764,0.0023280007,0.0000050056,0.000054578024,0.00032262938,0.030986354,0.00008843814],"about_ca_topic_score_codex":0.000035023586,"about_ca_topic_score_gemma":0.00010208319,"teacher_disagreement_score":0.4555923,"about_ca_system_score_codex":0.000017690354,"about_ca_system_score_gemma":0.00004193036,"threshold_uncertainty_score":0.49912596},"labels":[],"label_agreement":null},{"id":"W4205300529","doi":"10.1177/02761467211073515","title":"Building on a Long Needed Seminal Contribution","year":2022,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Macromarketing; Neglect; Consumption (sociology); Social responsibility; Sociology; Utopia; Social constructionism; Law and economics; Public relations; Law; Political science; Social science; Marketing; Business; Psychology","score_opus":0.00632326528924077,"score_gpt":0.22086916286282235,"score_spread":0.21454589757358158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205300529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952488,0.00009557054,0.000549167,0.002141008,0.000615249,0.00014936035,0.0000014115536,0.000026323856,0.0011730875],"genre_scores_gemma":[0.99725664,0.000002433667,0.0003260877,0.001326391,0.0009940022,0.0000070783167,0.000003701492,0.000023908931,0.000059749367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982397,0.00007517494,0.00052354595,0.0001581359,0.0006914557,0.00031197374],"domain_scores_gemma":[0.998594,0.00020835115,0.00089140126,0.00013518707,0.00015371393,0.000017377493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033120066,0.00015067062,0.00023697673,0.0003085373,0.0005493866,0.0001682825,0.00033418956,0.000032309854,0.0006744292],"category_scores_gemma":[0.0010240435,0.00014946988,0.00015142115,0.00045147678,0.00004385774,0.00065423234,0.00039458866,0.00046242384,0.000010383261],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0068175453,0.0018901995,0.8009001,0.00091598823,0.0003276246,0.0026633448,0.00030334314,0.036262475,0.040574428,0.010226309,0.026741764,0.07237686],"study_design_scores_gemma":[0.0052756057,0.00029078094,0.8234596,0.00050105766,0.00031665326,0.0008878768,0.0053947642,0.0071964003,0.0013231245,0.0047116475,0.1496215,0.0010209746],"about_ca_topic_score_codex":0.00004752557,"about_ca_topic_score_gemma":0.0000016945395,"teacher_disagreement_score":0.12287974,"about_ca_system_score_codex":0.000523545,"about_ca_system_score_gemma":0.000023211904,"threshold_uncertainty_score":0.7384527},"labels":[],"label_agreement":null},{"id":"W4211228579","doi":"10.1177/0276146719897361","title":"Artificial Life","year":2020,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; York University","funders":"","keywords":"Transhumanism; Humanity; Skepticism; Mythology; Dignity; Environmental ethics; Sociology; Dystopia; Epistemology; Aesthetics; Artificial intelligence; Law; Computer science; Philosophy; Political science","score_opus":0.10659034800291171,"score_gpt":0.369241253070659,"score_spread":0.2626509050677473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211228579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69610953,0.00029647347,0.00020460211,0.19468135,0.0006222772,0.000061399776,0.0000014590834,0.00002665744,0.10799624],"genre_scores_gemma":[0.99192005,0.00013742072,0.0007550066,0.00413077,0.002991532,1.1726628e-7,8.3527624e-8,0.000007873592,0.000057125584],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984235,0.00037533656,0.0003809795,0.00006271677,0.0005404238,0.00021702517],"domain_scores_gemma":[0.99823284,0.0005136839,0.0003795614,0.00003346691,0.00039025053,0.00045021012],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0041167405,0.000056540677,0.00017134297,0.000031575833,0.00042543284,0.00019143794,0.0002417918,0.00009283217,0.00029081368],"category_scores_gemma":[0.019606614,0.000052708667,0.00013278831,0.00019305544,0.00012413281,0.00032235554,0.000028861612,0.0004031763,0.000015080658],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001594339,0.00035289544,0.03194707,0.00017121423,0.0005696964,0.0006974169,0.4306031,0.00014749155,0.025353095,0.10503296,0.2138327,0.18969804],"study_design_scores_gemma":[0.0011567398,0.0008845562,0.01937808,0.000381982,0.00019616359,0.000019267554,0.124932796,0.00039174609,0.0014606372,0.044912826,0.8053567,0.0009285226],"about_ca_topic_score_codex":0.00007545877,"about_ca_topic_score_gemma":0.000045595054,"teacher_disagreement_score":0.59152395,"about_ca_system_score_codex":0.00003511797,"about_ca_system_score_gemma":0.00050218886,"threshold_uncertainty_score":0.98865163},"labels":[],"label_agreement":null},{"id":"W4247527699","doi":"10.1177/0276146711430452","title":"Special Issue on Anti-consumption and Society: <i>Journal of Macromarketing</i> , 2013","year":2011,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Macromarketing; Consumption (sociology); Sociology; Social science; Neoclassical economics; Economics; Business; Marketing","score_opus":0.0320702902635055,"score_gpt":0.2412978380899681,"score_spread":0.2092275478264626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247527699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901609,0.00033989243,0.00003171267,0.00040491772,0.002895311,0.00011763332,0.0000018355084,0.00001661161,0.006031214],"genre_scores_gemma":[0.9828963,0.0013300282,0.0011635884,0.00053551816,0.013660299,0.0000017619087,0.0000025052366,0.000041572344,0.00036838313],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99786603,0.00008181175,0.00110037,0.00018104196,0.00051944214,0.00025129615],"domain_scores_gemma":[0.99672675,0.00014995829,0.0022513876,0.00015822529,0.0006678118,0.000045895256],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033789328,0.00021341439,0.0003934053,0.0003679874,0.00023866155,0.00029894116,0.00030699372,0.000108877495,0.002064185],"category_scores_gemma":[0.00032013207,0.00018968128,0.00030950646,0.00021036241,0.0001199052,0.0011293684,0.00009121837,0.00042066013,0.00008249407],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013309978,0.0004922325,0.2465332,0.00044187208,0.00025760566,0.000111366855,0.0007514417,0.0000029790078,0.010444293,0.00014705762,0.23006488,0.50942206],"study_design_scores_gemma":[0.0020195614,0.000037655565,0.8529103,0.0006137618,0.00037438472,0.00030527622,0.00084629224,0.00009959326,0.00044698064,0.00017044,0.14187637,0.0002994083],"about_ca_topic_score_codex":0.000028932312,"about_ca_topic_score_gemma":0.000006976057,"teacher_disagreement_score":0.60637707,"about_ca_system_score_codex":0.000039826897,"about_ca_system_score_gemma":0.000035719917,"threshold_uncertainty_score":0.9988481},"labels":[],"label_agreement":null},{"id":"W4386618277","doi":"10.1177/02761467231202017","title":"Theorizing the Costs of Self-Service Technologies and Co-Creation by Design","year":2023,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Carleton University","funders":"","keywords":"Self-service; Bureaucracy; Service (business); Marketing; Service-dominant logic; Value (mathematics); Business; Emerging technologies; Co-creation; Shareholder value; Public relations; Shareholder; Corporate governance; Politics; Computer science","score_opus":0.015899140391412766,"score_gpt":0.2579537905711592,"score_spread":0.24205465017974642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386618277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9809255,0.000442724,0.0003536184,0.015379346,0.00017286786,0.00014524299,8.457778e-7,0.00012147341,0.0024583845],"genre_scores_gemma":[0.9979544,0.00017371372,0.0006429099,0.0009102476,0.0002850722,0.0000022369718,0.0000046110554,0.000013427717,0.000013362183],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991794,0.00003947515,0.0003534223,0.000082973405,0.00021783116,0.0001269023],"domain_scores_gemma":[0.99840605,0.0003838249,0.0007209848,0.00010387807,0.00038226187,0.0000029868654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039114966,0.000082766164,0.00013307939,0.000229325,0.00016417517,0.0001227302,0.00021304723,0.000047587073,0.000010826408],"category_scores_gemma":[0.000591199,0.000056707297,0.000025512467,0.0010430098,0.000024202966,0.00055700546,0.000079109726,0.00014010917,0.000007915284],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090959517,0.00014581926,0.08120962,0.0016511474,0.00044365556,0.000030136312,0.0015241959,0.0002999469,0.33785737,0.016277371,0.08207902,0.4775721],"study_design_scores_gemma":[0.008277862,0.00044150304,0.26118484,0.0054962547,0.0014733836,0.00035710642,0.13628738,0.08002829,0.1453661,0.10832365,0.25039628,0.0023673624],"about_ca_topic_score_codex":0.000034740835,"about_ca_topic_score_gemma":0.0000028771422,"teacher_disagreement_score":0.47520477,"about_ca_system_score_codex":0.000015979205,"about_ca_system_score_gemma":0.000013203648,"threshold_uncertainty_score":0.23124565},"labels":[],"label_agreement":null},{"id":"W4391842286","doi":"10.1177/02761467241229637","title":"Towards a Sharper “Golden Anniversary” Focus for Macromarketing?","year":2024,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Healthcare, Law, Governance, and Management Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Macromarketing; Focus (optics); Economics; Neoclassical economics; Sociology; Political science","score_opus":0.046215541732890685,"score_gpt":0.4112653051076198,"score_spread":0.36504976337472916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391842286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5012556,0.038983554,0.0193099,0.07005281,0.021316638,0.004565276,0.00047972176,0.00066843105,0.3433681],"genre_scores_gemma":[0.9615488,0.003761526,0.008349757,0.0023354536,0.005284208,0.000119350836,0.000007077266,0.00016357291,0.018430274],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959583,0.0006707992,0.0014127586,0.00037224227,0.0006315706,0.0009543064],"domain_scores_gemma":[0.9954862,0.0023596012,0.0011042878,0.00023223773,0.000570351,0.00024732822],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0076731085,0.0003016582,0.00065299554,0.00028543526,0.0009911385,0.00007320777,0.00042275272,0.00020443517,0.0004947191],"category_scores_gemma":[0.0029147896,0.00024626456,0.00042921669,0.0003630534,0.00007344315,0.00042214646,0.00028055708,0.0007934023,0.000042145704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012833064,0.000082659135,0.013464508,0.005670564,0.0008391451,0.00047562286,0.006968736,0.0000041410003,0.0005311609,0.0033430886,0.8182489,0.14908816],"study_design_scores_gemma":[0.0016690026,0.00028655963,0.022380956,0.004890524,0.00022799647,0.000043826407,0.007024511,0.0006139705,0.00003874429,0.0016880487,0.9607862,0.0003496154],"about_ca_topic_score_codex":0.0001616136,"about_ca_topic_score_gemma":0.00011627196,"teacher_disagreement_score":0.46029323,"about_ca_system_score_codex":0.0004863059,"about_ca_system_score_gemma":0.0006040558,"threshold_uncertainty_score":0.999999},"labels":[],"label_agreement":null},{"id":"W4404486856","doi":"10.1177/02761467241299334","title":"Macromarketing Pedagogy at the 2024 Conference","year":2024,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Macromarketing; Sociology; Pedagogy; Engineering ethics; Political science; Business; Engineering; Marketing","score_opus":0.01705061395453294,"score_gpt":0.2765947655953211,"score_spread":0.25954415164078815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404486856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60556823,0.0030478854,0.00036008976,0.016647886,0.007453913,0.00027039717,0.0000018624344,0.000137614,0.36651212],"genre_scores_gemma":[0.96789837,0.00016592065,0.00028271961,0.00095660164,0.0049780305,0.0000080580085,0.000006178622,0.000055548502,0.025648577],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978339,0.00011628029,0.00076188333,0.0002788326,0.000591516,0.00041757888],"domain_scores_gemma":[0.9978949,0.00084058486,0.0006576245,0.00024800477,0.00033321296,0.000025704516],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007820789,0.0002457747,0.00026482425,0.00041205855,0.00042263843,0.0012822413,0.00054733147,0.00007200111,0.0051825265],"category_scores_gemma":[0.0014129396,0.00016890917,0.00025691494,0.00062553625,0.0000906621,0.0009999048,0.0004376118,0.00047081558,0.00030706127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038843867,0.00007020757,0.013404419,0.0016002157,0.0002843835,0.00023711832,0.00037243465,0.000039342107,0.0034892652,0.006385911,0.82940185,0.14432639],"study_design_scores_gemma":[0.00031247907,0.000015952959,0.015837546,0.0009744524,0.00026788702,0.00014821961,0.001473577,0.0064227725,0.00005379585,0.00152313,0.97266304,0.00030714966],"about_ca_topic_score_codex":0.0000578704,"about_ca_topic_score_gemma":0.00007146602,"teacher_disagreement_score":0.36233014,"about_ca_system_score_codex":0.00011400618,"about_ca_system_score_gemma":0.00009753934,"threshold_uncertainty_score":0.99975455},"labels":[],"label_agreement":null},{"id":"W4406338473","doi":"10.1177/02761467241312885","title":"Holixec Education: The Right Direction but Too Far to Travel?","year":2025,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Acsenda School of Management; Simon Fraser University","funders":"","keywords":"Presentation (obstetrics); Workforce; Product (mathematics); Position (finance); Sociology; Institution; Public relations; Political science; Management; Psychology; Law; Social science; Business; Economics; Medicine","score_opus":0.006407330203341445,"score_gpt":0.24200919771909166,"score_spread":0.2356018675157502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406338473","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.472225,0.00040990603,0.0011950091,0.0349165,0.0063329507,0.00037164346,4.0447125e-7,0.000047261732,0.48450133],"genre_scores_gemma":[0.9683296,0.000041573476,0.0005472279,0.009289177,0.003146146,0.000017086812,0.0000030998806,0.000018412098,0.018607674],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875754,0.0000648566,0.00051094464,0.00015978077,0.0002908811,0.00021601589],"domain_scores_gemma":[0.9986152,0.0002074802,0.0005422555,0.0001900841,0.0004275891,0.00001738462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00309074,0.00014645774,0.00018656722,0.00050564896,0.0003802944,0.0004742993,0.00040360919,0.000043836168,0.00033854402],"category_scores_gemma":[0.001215994,0.00010516827,0.00012820591,0.0008050026,0.00002668958,0.0005581965,0.0001256158,0.00020867816,0.00004271352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024330366,0.00020078654,0.01104403,0.00029764444,0.000109546025,0.000004764765,0.0001238816,0.000023584782,0.0014702171,0.01622558,0.73717594,0.2330807],"study_design_scores_gemma":[0.00024134482,0.00000876326,0.1605129,0.00026872556,0.00013824263,0.000008880011,0.0013015352,0.00023424042,0.0001297919,0.0015220263,0.8354897,0.00014385309],"about_ca_topic_score_codex":0.00011231415,"about_ca_topic_score_gemma":0.000032130185,"teacher_disagreement_score":0.4961046,"about_ca_system_score_codex":0.00007985744,"about_ca_system_score_gemma":0.000108835404,"threshold_uncertainty_score":0.45736793},"labels":[],"label_agreement":null},{"id":"W4417123427","doi":"10.1177/02761467251398717","title":"Reimagining Human-AI Relationships: A Positive Future for Chatbots, Social AI, and the Phygital Self","year":2025,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"AI in Service Interactions","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Affect (linguistics); Narrative; Macromarketing; Theme (computing); Consumption (sociology); Creativity; Point (geometry)","score_opus":0.009530963592453194,"score_gpt":0.3049492682617967,"score_spread":0.2954183046693435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417123427","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.112928264,0.001336097,0.41995373,0.44591913,0.0037383754,0.00069700036,0.000012623185,0.00014182343,0.015272972],"genre_scores_gemma":[0.9734276,0.000014240323,0.022907719,0.0022909555,0.001118675,0.000009523079,8.041349e-7,0.000009802939,0.0002206932],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986673,0.00035025852,0.00045098315,0.00015264389,0.00019806181,0.00018073154],"domain_scores_gemma":[0.9973135,0.0015862794,0.0004589574,0.00013168971,0.00047362235,0.000035927704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002425676,0.00011155048,0.00020428795,0.00014026562,0.0010869326,0.0004206772,0.00047688477,0.00006363162,0.0000037024206],"category_scores_gemma":[0.00037410378,0.00007539176,0.0001555333,0.0002685834,0.00006059442,0.0008860008,0.00018729034,0.00078736834,7.8242925e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001978806,0.00047798522,0.019792141,0.00048401192,0.0025449935,0.00013609389,0.10195828,0.00013884924,0.0036192436,0.59100336,0.13748443,0.1403818],"study_design_scores_gemma":[0.021946795,0.0006186175,0.33964172,0.003567402,0.0011700471,0.0027421282,0.03212657,0.2333174,0.0016596059,0.26134765,0.10026294,0.0015991143],"about_ca_topic_score_codex":0.0000055609194,"about_ca_topic_score_gemma":0.000007956784,"teacher_disagreement_score":0.8604993,"about_ca_system_score_codex":0.000083180785,"about_ca_system_score_gemma":0.00011612455,"threshold_uncertainty_score":0.8359917},"labels":[],"label_agreement":null},{"id":"W7117579202","doi":"10.1177/02761467251409389","title":"Parent-Child Interactions and Children's Phygital Risk Behaviors: A Human-Centric Approach","year":2025,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Theory of planned behavior; Interpersonal communication; Control (management); Conceptual framework; Macromarketing; Risk aversion (psychology); Lever; Conceptual model; Self-control","score_opus":0.012489136035193813,"score_gpt":0.2611200000763146,"score_spread":0.24863086404112078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117579202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935263,0.0004836986,0.00027105826,0.00022392542,0.0005098484,0.00014904182,0.000003556633,0.00003337695,0.004799204],"genre_scores_gemma":[0.99906373,0.000077403754,0.00015696522,0.00009264056,0.00033332052,0.000006343989,0.0000140126185,0.000011998405,0.00024361284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988323,0.000043628246,0.0005646512,0.00018695633,0.00020529826,0.0001671803],"domain_scores_gemma":[0.998799,0.000056555622,0.0007485821,0.00014314332,0.0002337531,0.000018920782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007770095,0.0001434405,0.00020292868,0.00060053624,0.00050716527,0.00055817864,0.0001914816,0.000044686378,0.0001293978],"category_scores_gemma":[0.00021540288,0.00013463646,0.00014481643,0.00038568216,0.000053842705,0.00084477104,0.000115472045,0.00037544678,0.000010972022],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000709876,0.00029171057,0.8630889,0.000060693612,0.000088013345,0.000004195822,0.000034448163,0.000004362605,0.00061151345,0.00026390917,0.0028064472,0.13267484],"study_design_scores_gemma":[0.0009044462,0.0000027701972,0.99343914,0.00019456529,0.00042921133,0.000053895023,0.00031620485,0.00018981157,0.000017712116,0.000116156705,0.004200628,0.00013548214],"about_ca_topic_score_codex":0.00010071563,"about_ca_topic_score_gemma":0.000016815819,"teacher_disagreement_score":0.13253936,"about_ca_system_score_codex":0.000034207802,"about_ca_system_score_gemma":0.000014944979,"threshold_uncertainty_score":0.5490315},"labels":[],"label_agreement":null}]}