{"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9317421,0.0023315637,0.00049675273,0.006026729,0.0000662765,0.000033942335,0.00014255792,0.000021737891,0.059138294],"genre_scores_gemma":[0.98800766,0.00043570925,0.00023299105,0.00023635202,0.0000072067446,0.0000043654086,0.000024711873,0.0000045105758,0.011046512],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9992743,0.00011656545,0.00001060306,0.0000729777,0.00016877979,0.00035670795],"domain_scores_gemma":[0.9985536,0.00026685238,0.0001570151,0.000034737706,0.00055246294,0.0004353963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000986559,0.00015856302,0.00016338866,0.0011593755,0.009604054,0.0034388488,0.000529616,0.0005980976,0.003957811],"category_scores_gemma":[0.0014103417,0.00015634896,0.00015769347,0.0017105573,0.0028586646,0.0009816329,0.00068788097,0.00093148684,0.00015085425],"study_design_candidate":"observational","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":[0.0006775181,0.00030761532,0.27740598,0.00032791126,0.00007115661,0.003633368,0.3201859,0.0014259948,0.0056705903,0.12708521,0.022058874,0.24114993],"study_design_scores_gemma":[0.000040455343,0.00015294194,0.5786363,0.0002813764,0.000040877134,0.00048403261,0.14945169,0.001818579,0.0015352721,0.0021321955,0.26532567,0.00010061141],"about_ca_topic_score_codex":0.9920724,"about_ca_topic_score_gemma":0.9974667,"teacher_disagreement_score":0.07853893,"about_ca_system_score_codex":0.07853893,"about_ca_system_score_gemma":0.045905042,"threshold_uncertainty_score":0.56984246},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19854721,0.0014059661,0.03580384,0.060385555,0.00036076596,0.000047848243,0.000050095972,0.00023658414,0.7031622],"genre_scores_gemma":[0.99077725,0.00014988992,0.0011723917,0.0012573142,0.00005399733,0.000013171074,0.0000075262537,0.000019727935,0.006548687],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9982095,0.0006616225,0.000033943707,0.0002865674,0.0004192134,0.0003892354],"domain_scores_gemma":[0.9989618,0.00025637393,0.00011710563,0.00023256055,0.00021140355,0.00022083537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002399978,0.00013399616,0.00017951085,0.0005887033,0.003199527,0.005048642,0.0004338159,0.0018676148,0.0027213865],"category_scores_gemma":[0.002852693,0.00014357071,0.00023058169,0.00041513683,0.023027318,0.004205064,0.003137285,0.002415249,0.00042041586],"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":[0.0000037956738,0.0000062506538,0.0003994216,0.0000046578625,0.0000013604949,0.000051149662,0.0028614362,0.000076289994,0.00017926384,0.99169755,0.0014424282,0.0032764145],"study_design_scores_gemma":[0.0000060954435,0.000021715607,0.0016176199,0.000040219147,0.0000059136223,0.00012178814,0.003513858,0.000596186,0.00043876295,0.90670806,0.08691715,0.000012687674],"about_ca_topic_score_codex":0.0032254232,"about_ca_topic_score_gemma":0.0021397267,"teacher_disagreement_score":0.005048642,"about_ca_system_score_codex":0.003286258,"about_ca_system_score_gemma":0.0025441067,"threshold_uncertainty_score":0.023843586},"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":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00070282316,0.025399,0.00067775225,0.8052804,0.092687726,0.00006890555,0.000037039692,0.00010312881,0.075043306],"genre_scores_gemma":[0.01885521,0.014866552,0.00066052395,0.5298339,0.106953785,0.00024254009,0.000063568354,0.00021460705,0.32830927],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98297393,0.0058301645,0.0009052768,0.0011329738,0.008217589,0.0009400287],"domain_scores_gemma":[0.91374063,0.03877734,0.0036718068,0.0059092036,0.02996282,0.007938169],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013264204,0.0005942805,0.0014617549,0.0015381082,0.0055014393,0.015906101,0.0014991567,0.030823177,0.031533074],"category_scores_gemma":[0.10296082,0.0006722817,0.0005440867,0.0013628561,0.00926504,0.004861734,0.0027033405,0.019116659,0.024518108],"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":[0.0000057398956,0.000009814333,0.00009308978,0.00003279416,0.0000031783354,0.000065969194,0.00009403729,0.000010888057,0.00003207297,0.0060478165,0.98470217,0.008902419],"study_design_scores_gemma":[0.0000065068343,0.0000073145957,0.0002052759,0.000154935,0.0000038576245,0.00015285973,0.00020903433,0.00003948509,0.000030197049,0.00367059,0.99551165,0.000008316267],"about_ca_topic_score_codex":0.003655464,"about_ca_topic_score_gemma":0.010687363,"teacher_disagreement_score":0.031533074,"about_ca_system_score_codex":0.0045677805,"about_ca_system_score_gemma":0.012053461,"threshold_uncertainty_score":0.1054886},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82673824,0.0024569219,0.00077253435,0.0020728302,0.00084391964,0.00007291222,0.000853986,0.000037751113,0.16615082],"genre_scores_gemma":[0.9168104,0.0013278909,0.00036933116,0.0002770257,0.00007434553,0.000023181497,0.000358653,0.000025859079,0.08073336],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9998134,0.000057841848,0.000008328627,0.000028037337,0.00003415163,0.00005820635],"domain_scores_gemma":[0.99963653,0.0000593386,0.000051502866,0.000027878068,0.00006960772,0.00015522307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004231014,0.00018763257,0.000103050224,0.00048079927,0.0035390293,0.0011462392,0.00027158152,0.00022939821,0.016157527],"category_scores_gemma":[0.0007861524,0.00012647155,0.00009841535,0.00069670455,0.00089380704,0.00079495227,0.0011308597,0.0006308309,0.00094579067],"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":[0.00036930598,0.00023958179,0.14423765,0.00086777104,0.00004167971,0.007102756,0.48065478,0.00019540917,0.005704841,0.082947314,0.058488503,0.21915041],"study_design_scores_gemma":[0.000010019731,0.0001917727,0.13861549,0.0002991931,0.0000110156725,0.0012736212,0.20881084,0.00013553083,0.0017028833,0.0012058709,0.6477168,0.000026923966],"about_ca_topic_score_codex":0.013802984,"about_ca_topic_score_gemma":0.03576558,"teacher_disagreement_score":0.016157527,"about_ca_system_score_codex":0.0009529115,"about_ca_system_score_gemma":0.0007314608,"threshold_uncertainty_score":0.054052353},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5838695,0.0013347181,0.004266766,0.16215388,0.00031255302,0.00017989658,0.0000663662,0.00005582873,0.24776043],"genre_scores_gemma":[0.99185866,0.00049127085,0.0007688277,0.0022549012,0.000045143523,0.000026184764,0.000014028812,0.000012169592,0.004528835],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99519914,0.002076834,0.000042244876,0.00018906643,0.00057029334,0.001922492],"domain_scores_gemma":[0.99678016,0.0012102403,0.00030248635,0.00011702719,0.0003988295,0.001191212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043501426,0.0005541214,0.0002926708,0.0012751045,0.040081635,0.009101536,0.0021696575,0.0066900654,0.0032819163],"category_scores_gemma":[0.0061375657,0.00027143472,0.0004739399,0.0013388098,0.032920655,0.0048854756,0.0069480115,0.0070346077,0.00018944175],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012403289,0.00021305992,0.008169832,0.00012645607,0.000027297074,0.013995683,0.61407423,0.0036753884,0.0007526445,0.3089177,0.025540594,0.024383044],"study_design_scores_gemma":[0.000037574075,0.00004503869,0.005803793,0.00012626318,0.0000166315,0.0010515342,0.8152049,0.0027469862,0.0002748159,0.05618545,0.11844329,0.00006364959],"about_ca_topic_score_codex":0.65120846,"about_ca_topic_score_gemma":0.7998735,"teacher_disagreement_score":0.9567124,"about_ca_system_score_codex":0.04328756,"about_ca_system_score_gemma":0.03162695,"threshold_uncertainty_score":0.70169127},"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":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01283606,0.012284764,0.07057313,0.08812325,0.031216051,0.0004740109,0.00043484624,0.0013276753,0.7827301],"genre_scores_gemma":[0.11864848,0.011040582,0.03717489,0.015837679,0.024808131,0.00083853217,0.0007641019,0.0012964003,0.78959125],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989141,0.00031780437,0.00006071525,0.00014705771,0.0004610556,0.00009917889],"domain_scores_gemma":[0.9931779,0.004494471,0.00031588506,0.000454414,0.001031299,0.00052604225],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0022155526,0.00041383752,0.0002661318,0.0013784965,0.0028754196,0.0056605255,0.0013231635,0.0023248552,0.056750923],"category_scores_gemma":[0.008602777,0.00028282762,0.00037151697,0.0010362742,0.002104238,0.007033342,0.004246589,0.005007233,0.0088914605],"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":[0.000028860924,0.00021419892,0.00035661997,0.00029415777,0.000005029411,0.00027017773,0.004678559,0.0006375045,0.0010012802,0.43914217,0.39287525,0.16049612],"study_design_scores_gemma":[0.0000026767168,0.000014636716,0.00015893909,0.00012762006,0.0000016737516,0.000078640864,0.00033269485,0.00019084735,0.00024119222,0.02148091,0.97736406,0.000006235577],"about_ca_topic_score_codex":0.00039339345,"about_ca_topic_score_gemma":0.0007879891,"teacher_disagreement_score":0.99867684,"about_ca_system_score_codex":0.0018733034,"about_ca_system_score_gemma":0.0020139855,"threshold_uncertainty_score":0.18985075},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44387415,0.0027551248,0.06025198,0.033045895,0.00011249176,0.0001659457,0.00017117223,0.00008832275,0.45953494],"genre_scores_gemma":[0.99791175,0.00020729708,0.00067327946,0.00013544237,0.000017384667,0.00002304573,0.000008618469,0.000004119658,0.0010191626],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9973941,0.0012402277,0.000087010005,0.00034584288,0.000393649,0.00053916086],"domain_scores_gemma":[0.996527,0.0017506637,0.00082079857,0.0003776033,0.00030847755,0.00021540339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037515853,0.00016917686,0.0002160829,0.0013715533,0.0024739525,0.007927922,0.00058117474,0.0015569726,0.002053423],"category_scores_gemma":[0.004164911,0.00024994928,0.00021355946,0.0013029614,0.021155482,0.0027974716,0.002983372,0.0012108951,0.00013661689],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000044775275,0.000010130781,0.0019428595,0.000011752875,0.0000060640546,0.00006531029,0.0016044549,0.0024469227,0.00013061291,0.9904021,0.0003316474,0.0030435752],"study_design_scores_gemma":[0.000008045314,0.000018463425,0.007458532,0.00006372722,0.000008447498,0.000043293552,0.0045171506,0.0037676252,0.00018310406,0.9627555,0.02115893,0.000017263688],"about_ca_topic_score_codex":0.00722345,"about_ca_topic_score_gemma":0.0069443015,"teacher_disagreement_score":0.007927922,"about_ca_system_score_codex":0.0061244904,"about_ca_system_score_gemma":0.0042555365,"threshold_uncertainty_score":0.044436514},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016100714,0.0037845352,0.040146496,0.120978616,0.00609093,0.00022076408,0.00064411433,0.00062505575,0.8114088],"genre_scores_gemma":[0.46944556,0.0048982934,0.049180698,0.042407602,0.0023282715,0.00030217998,0.0010765485,0.0005734407,0.42978743],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951551,0.0007643759,0.00015826609,0.0008986099,0.0020986188,0.00092511845],"domain_scores_gemma":[0.9935237,0.00036621807,0.00036642823,0.00080983964,0.0039658123,0.00096798374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049346266,0.0006944183,0.0004164264,0.002107685,0.0072307815,0.009766396,0.002421438,0.0026725281,0.029942958],"category_scores_gemma":[0.0070140897,0.0002837486,0.0004316704,0.0019510234,0.016964989,0.0050001037,0.004050233,0.0050842613,0.00575652],"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":[0.00002079049,0.000027470549,0.0012793269,0.00008667621,0.000010239114,0.00006260768,0.0031796938,0.0001684066,0.0004538173,0.88277775,0.070710294,0.04122284],"study_design_scores_gemma":[0.000011082474,0.00003652398,0.0033101938,0.0001612116,0.000009961265,0.00009307088,0.0019052583,0.00038107383,0.0003229422,0.085293435,0.90842634,0.000048899936],"about_ca_topic_score_codex":0.15775928,"about_ca_topic_score_gemma":0.15717609,"teacher_disagreement_score":0.15775928,"about_ca_system_score_codex":0.011902454,"about_ca_system_score_gemma":0.0188442,"threshold_uncertainty_score":0.31368202},"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":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019821575,0.1008319,0.0014329074,0.7699237,0.01394208,0.000010412054,0.000039222643,0.000036720856,0.09396157],"genre_scores_gemma":[0.54448867,0.13344517,0.0048901876,0.19480154,0.026872154,0.000062973406,0.000070642105,0.00017918198,0.09518945],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99931204,0.0003930102,0.000015774103,0.00007899163,0.00013951132,0.000060712624],"domain_scores_gemma":[0.99820733,0.0011095734,0.00013071962,0.00004800022,0.0002672689,0.00023704603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015031463,0.00025001628,0.00030547997,0.0011604273,0.007382691,0.004556263,0.0006053108,0.0024338437,0.001977584],"category_scores_gemma":[0.0034246435,0.00015330636,0.00010340045,0.001436023,0.008265979,0.0061771153,0.0021172373,0.005021355,0.00035669934],"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":[0.000029846437,0.00003129903,0.0010672073,0.000079642356,0.0000022099239,0.00022827103,0.020115953,0.00009195884,0.00014697798,0.6199237,0.33210775,0.026175167],"study_design_scores_gemma":[0.0000026583152,0.000011381797,0.0008371636,0.0002749957,0.0000022588,0.00017572101,0.00827457,0.000114539966,0.00009363693,0.061312474,0.9288886,0.000012031622],"about_ca_topic_score_codex":0.009629182,"about_ca_topic_score_gemma":0.026691185,"teacher_disagreement_score":0.009629182,"about_ca_system_score_codex":0.002892319,"about_ca_system_score_gemma":0.0037223715,"threshold_uncertainty_score":0.020985305},"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":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004058384,0.009257058,0.0032955213,0.46068814,0.46131554,0.00033530718,0.0006673431,0.00029899244,0.060083624],"genre_scores_gemma":[0.05488256,0.014079412,0.003227713,0.27312493,0.31658992,0.0015584907,0.00080693053,0.0011195122,0.33461055],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99523133,0.0022841906,0.00030749556,0.00040616444,0.0012786231,0.00049215934],"domain_scores_gemma":[0.9668655,0.022143548,0.0013835958,0.0005973953,0.007415045,0.0015949422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00680613,0.0016625704,0.00083122676,0.0027506629,0.010017155,0.0048862332,0.0020846743,0.008028785,0.035800286],"category_scores_gemma":[0.047627427,0.0005946927,0.0012267979,0.0024505905,0.0027090362,0.0037544325,0.0039351904,0.017121399,0.009604589],"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":[0.000048466434,0.000031419608,0.00015678823,0.00028504894,0.000004612258,0.00027591217,0.0052179648,0.000044868004,0.0004290691,0.005476159,0.98006916,0.007960428],"study_design_scores_gemma":[0.0000037854068,0.000019354307,0.00054286735,0.00036018374,0.000004083199,0.00005914476,0.0036301303,0.000048857917,0.00015320806,0.0006718317,0.9944885,0.000017993923],"about_ca_topic_score_codex":0.0049869902,"about_ca_topic_score_gemma":0.008069347,"teacher_disagreement_score":0.035800286,"about_ca_system_score_codex":0.0057330155,"about_ca_system_score_gemma":0.0019031505,"threshold_uncertainty_score":0.11976385},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931144,0.000080547645,0.0007584109,0.00021275015,0.0000026205053,0.000008209257,0.0000044216913,0.0000052826426,0.005813438],"genre_scores_gemma":[0.9995735,0.000025645399,0.00023783158,0.000014229832,0.0000013076739,0.000002790263,0.0000034399793,0.0000017677462,0.00013946094],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99729556,0.001308892,0.00013112175,0.00037108173,0.0005783311,0.0003149049],"domain_scores_gemma":[0.9957709,0.0014292564,0.0013770312,0.00041186178,0.00041033706,0.000600652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002596586,0.0001875655,0.000303785,0.0014185159,0.0033521627,0.0032640097,0.00045243272,0.0006643109,0.0016967659],"category_scores_gemma":[0.0075618094,0.00024149768,0.00014981927,0.0011439087,0.007706473,0.0023373163,0.004350787,0.0008105696,0.00010866445],"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":[0.000120715704,0.00029541622,0.63903487,0.00011582067,0.00006109476,0.0016099697,0.24769104,0.00081252406,0.0034629973,0.060012247,0.0003747953,0.04640861],"study_design_scores_gemma":[0.00001858969,0.00032851033,0.7301254,0.000109835084,0.000041130337,0.0017622468,0.20968284,0.0040950226,0.0011872534,0.038921174,0.013666585,0.000061403545],"about_ca_topic_score_codex":0.0075564687,"about_ca_topic_score_gemma":0.012961506,"teacher_disagreement_score":0.0075564687,"about_ca_system_score_codex":0.0019805357,"about_ca_system_score_gemma":0.0016062456,"threshold_uncertainty_score":0.01502496},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030810092,0.0067242854,0.055155694,0.022990689,0.0013315063,0.000059997692,0.0003547676,0.00027501333,0.8822978],"genre_scores_gemma":[0.8542617,0.004979211,0.015998209,0.0028300968,0.0016244006,0.00020752054,0.00025765313,0.00020605075,0.11963526],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99864095,0.00055491924,0.000065740765,0.0002713334,0.00033481154,0.00013234509],"domain_scores_gemma":[0.9984132,0.00056590873,0.00015363209,0.00050267583,0.00026507018,0.000099462675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014275793,0.00038292748,0.00031100374,0.0014033781,0.0016354737,0.007516367,0.00064417627,0.0015640476,0.018834764],"category_scores_gemma":[0.0036038714,0.00017126769,0.0005065649,0.0014379806,0.010422449,0.01091043,0.0028881072,0.0020066232,0.0020365317],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003468102,0.0000023737398,0.000037162004,0.000008981394,0.0000011078581,0.000027003336,0.00030799172,0.00007273046,0.00005706856,0.9950022,0.0012921607,0.0031877086],"study_design_scores_gemma":[0.000005932262,0.000008525692,0.00014357896,0.0000247934,0.0000021759004,0.000079158635,0.00026867038,0.0006681794,0.00019959988,0.9111756,0.08741935,0.0000045241277],"about_ca_topic_score_codex":0.0013227232,"about_ca_topic_score_gemma":0.0007948573,"teacher_disagreement_score":0.018834764,"about_ca_system_score_codex":0.0031158302,"about_ca_system_score_gemma":0.0010199546,"threshold_uncertainty_score":0.06300861},"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":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022427189,0.97574425,0.0014626414,0.006862592,0.008872474,0.000013453926,0.00021993366,0.000094900315,0.006505364],"genre_scores_gemma":[0.0015193584,0.9714812,0.0014386321,0.0009558452,0.006059733,0.00001610646,0.00020002354,0.0000652812,0.018263854],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989042,0.00021242304,0.00013442645,0.00012305984,0.0005762127,0.00004959054],"domain_scores_gemma":[0.9959869,0.0022336592,0.0002905939,0.00013032703,0.0010012193,0.00035718255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023856722,0.0031162081,0.0025768506,0.007319479,0.00081429334,0.0038372176,0.0019268997,0.0023619304,0.022480713],"category_scores_gemma":[0.004915355,0.0016738487,0.0009021285,0.005345081,0.0017233694,0.005212806,0.0013864303,0.0039431383,0.02453614],"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":[0.00006158372,0.00004654643,0.00039874998,0.0013508687,0.000025149986,0.000088731154,0.00037718558,0.00025718854,0.00015961025,0.0032226907,0.66703063,0.32698095],"study_design_scores_gemma":[0.000012139463,0.000028720862,0.001344727,0.0020191174,0.00004580958,0.0007156723,0.00028420452,0.00025425156,0.00019144,0.006461486,0.9886221,0.000020312063],"about_ca_topic_score_codex":0.008692209,"about_ca_topic_score_gemma":0.020614156,"teacher_disagreement_score":0.022480713,"about_ca_system_score_codex":0.0013295714,"about_ca_system_score_gemma":0.0021873584,"threshold_uncertainty_score":0.075205505},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16497809,0.0011196308,0.1577127,0.009390768,0.0049468786,0.012435586,0.0033924647,0.002954684,0.64306927],"genre_scores_gemma":[0.4307169,0.0016450356,0.15705085,0.0033747114,0.0011583591,0.017259961,0.0034447622,0.00046299977,0.38488632],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9962496,0.0015229931,0.00018247205,0.000532819,0.0007678991,0.0007442031],"domain_scores_gemma":[0.9907363,0.0020361445,0.0002967715,0.0013334947,0.0012092207,0.004387954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049723866,0.0012407498,0.0004681922,0.0011002425,0.0022047206,0.0042111166,0.002728873,0.0019790856,0.08478766],"category_scores_gemma":[0.010800645,0.0003162243,0.0006920989,0.0010325458,0.0016206269,0.0018574214,0.0074940603,0.002832737,0.020480486],"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":[0.0010884865,0.011582532,0.002710075,0.0009853211,0.000037543385,0.0010066153,0.013709623,0.0036504844,0.0063214,0.08733471,0.21548095,0.6560923],"study_design_scores_gemma":[0.00030595646,0.0020446987,0.0029619767,0.0002829848,0.00001417194,0.0006287681,0.0053874794,0.00200397,0.0054085446,0.046713218,0.9342001,0.000048049802],"about_ca_topic_score_codex":0.00020318775,"about_ca_topic_score_gemma":0.0004969803,"teacher_disagreement_score":0.08478766,"about_ca_system_score_codex":0.0011875085,"about_ca_system_score_gemma":0.0028732056,"threshold_uncertainty_score":0.283643},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99190325,0.0013312353,0.00017614687,0.00031236702,0.000023172215,0.0000057686475,0.00004802979,0.0000041624016,0.0061958367],"genre_scores_gemma":[0.9977404,0.0006620524,0.000112106754,0.000033957927,0.00002072948,0.0000037330342,0.000042879703,0.000006099351,0.0013781714],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99956125,0.00014600364,0.000027655185,0.0000816858,0.000064966494,0.00011851892],"domain_scores_gemma":[0.99923384,0.00016678347,0.00021176059,0.000054801232,0.000128592,0.00020420107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009417049,0.0002628378,0.00031269243,0.0025010852,0.0058029997,0.0023136146,0.00041034768,0.0005932808,0.0017493839],"category_scores_gemma":[0.0013316877,0.00025924377,0.00019710683,0.0027498768,0.0048932726,0.0018204916,0.0021219198,0.0007073645,0.00013255618],"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":[0.000121524485,0.00004353746,0.085536234,0.00019849105,0.000026306889,0.0027797394,0.8838744,0.00005326843,0.0020573568,0.0055595636,0.0011474479,0.018602088],"study_design_scores_gemma":[0.00000420196,0.00005837408,0.46551958,0.00011752213,0.000055184573,0.001370571,0.48052493,0.00018963014,0.0007563301,0.00071444624,0.05062919,0.000060107268],"about_ca_topic_score_codex":0.041176368,"about_ca_topic_score_gemma":0.11528636,"teacher_disagreement_score":0.041176368,"about_ca_system_score_codex":0.003889742,"about_ca_system_score_gemma":0.0008481252,"threshold_uncertainty_score":0.08187342},"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":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004537377,0.44588688,0.0021483067,0.18335913,0.0057149297,0.00002206424,0.00008224524,0.00007282335,0.3581762],"genre_scores_gemma":[0.3751966,0.34579492,0.005557627,0.051546037,0.021770447,0.00015590934,0.00013318202,0.00029120577,0.19955419],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9957802,0.0021239792,0.0001560763,0.0005180689,0.0010149103,0.00040670813],"domain_scores_gemma":[0.9944944,0.004056205,0.00033835912,0.00026080373,0.00043067063,0.00041959508],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00257442,0.0005457209,0.0006369663,0.0033747838,0.006643982,0.011956597,0.000790651,0.004575126,0.009502807],"category_scores_gemma":[0.007117913,0.00045884273,0.00029543668,0.0045454106,0.023068704,0.009385906,0.0020849868,0.007002297,0.0026937209],"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":[0.00003686477,0.000022153366,0.0001702272,0.00012151709,0.000006643108,0.000097190314,0.0045942003,0.00012658745,0.000055461835,0.86674756,0.09900823,0.029013313],"study_design_scores_gemma":[0.000010652351,0.000009757926,0.0002829457,0.0005795219,0.0000025639063,0.00010186433,0.0012851193,0.000076241726,0.00005449473,0.25211114,0.74547017,0.000015560408],"about_ca_topic_score_codex":0.009944734,"about_ca_topic_score_gemma":0.010754681,"teacher_disagreement_score":0.993356,"about_ca_system_score_codex":0.010312349,"about_ca_system_score_gemma":0.0051084794,"threshold_uncertainty_score":0.07482165},"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":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005984371,0.24353324,0.004731775,0.23977007,0.12860921,0.0002665768,0.0022935397,0.0004523295,0.3743589],"genre_scores_gemma":[0.045647793,0.11050001,0.0032502804,0.013501852,0.05944421,0.0004197878,0.00153788,0.00063782575,0.7650605],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99780434,0.0009561524,0.000101436526,0.00020969566,0.00064935506,0.00027902218],"domain_scores_gemma":[0.9911656,0.0027522885,0.00048360368,0.0006998614,0.0031677873,0.0017309005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006419313,0.0010040738,0.0009194599,0.011086988,0.0059929,0.014624112,0.0013157581,0.0031384574,0.13003412],"category_scores_gemma":[0.011453211,0.00048386128,0.00060266623,0.011624773,0.0033355118,0.008672288,0.005081592,0.004951814,0.017392598],"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":[0.00003118193,0.00004549054,0.00043373794,0.00019980097,0.0000063632947,0.000040807096,0.00063441717,0.000035977944,0.00007969049,0.018340044,0.9279345,0.052217983],"study_design_scores_gemma":[0.000005290164,0.000014021063,0.0016950746,0.0005895231,0.000008758373,0.00003444489,0.0011555685,0.00005218537,0.00011861266,0.006477085,0.989838,0.0000115204175],"about_ca_topic_score_codex":0.014069506,"about_ca_topic_score_gemma":0.036646824,"teacher_disagreement_score":0.13003412,"about_ca_system_score_codex":0.010973222,"about_ca_system_score_gemma":0.009844421,"threshold_uncertainty_score":0.43500745},"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":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014905456,0.11281656,0.00047601486,0.086360246,0.67848104,0.00020412114,0.002497061,0.00038780825,0.117286585],"genre_scores_gemma":[0.0070343167,0.09580229,0.00050052366,0.013994027,0.5530213,0.0001565514,0.0024843959,0.0004277276,0.32657886],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984068,0.00015968602,0.00018701032,0.00019914492,0.0007944805,0.0002529077],"domain_scores_gemma":[0.98992443,0.0017790357,0.00074147235,0.0004105813,0.0039256797,0.0032187735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023912997,0.0021428731,0.0020464747,0.007966128,0.0030593318,0.010457677,0.0018471753,0.0038240636,0.18996055],"category_scores_gemma":[0.006309029,0.0007043563,0.00073983095,0.0069039203,0.0014523434,0.0058691436,0.0028855968,0.0032047264,0.06117912],"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":[0.000017342434,0.000034829278,0.0002762135,0.00020170935,0.0000031285483,0.00004047895,0.00004528571,0.00001471185,0.0000777963,0.0005396612,0.9793168,0.01943208],"study_design_scores_gemma":[0.0000061021137,0.000019760408,0.002739205,0.0005353429,0.000007453728,0.00015785238,0.00018383918,0.000035528898,0.000043974753,0.00058615085,0.9956748,0.000009872391],"about_ca_topic_score_codex":0.0054268665,"about_ca_topic_score_gemma":0.015088698,"teacher_disagreement_score":0.18996055,"about_ca_system_score_codex":0.0028277752,"about_ca_system_score_gemma":0.006130249,"threshold_uncertainty_score":0.63548136},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49143898,0.0021106924,0.03580609,0.015571205,0.0015593696,0.0003008818,0.00011355187,0.0002550073,0.45284417],"genre_scores_gemma":[0.9416389,0.00039182822,0.003727814,0.0011552189,0.00014862054,0.00011182524,0.00006449189,0.000119182645,0.052642073],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9950948,0.0029703206,0.00007883009,0.00047145973,0.00073940126,0.0006451974],"domain_scores_gemma":[0.9930101,0.002201905,0.0008501561,0.0010655855,0.00068955566,0.0021826248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030589318,0.00058702857,0.00032646162,0.0012895972,0.008546347,0.0078031756,0.0008225239,0.0021356775,0.014120854],"category_scores_gemma":[0.009156985,0.00022681357,0.0005240019,0.0006877797,0.010699193,0.0072026956,0.013771804,0.0035284297,0.0016149968],"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":[0.00013052701,0.00027338418,0.009656869,0.00025382233,0.000022155411,0.0025517012,0.5060569,0.00022380793,0.0034054166,0.38187814,0.024133155,0.07141412],"study_design_scores_gemma":[0.000014791453,0.00014531397,0.0027995447,0.00018516077,0.0000121953,0.0039770547,0.21847148,0.0007723911,0.0017568518,0.0339618,0.7378482,0.000055263055],"about_ca_topic_score_codex":0.0013237894,"about_ca_topic_score_gemma":0.0023129354,"teacher_disagreement_score":0.014120854,"about_ca_system_score_codex":0.001921056,"about_ca_system_score_gemma":0.0018312111,"threshold_uncertainty_score":0.047238946},"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":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21759972,0.00617301,0.003461911,0.6425828,0.02508532,0.000087880064,0.00046212238,0.00021701379,0.10433019],"genre_scores_gemma":[0.8849358,0.005043072,0.0016874578,0.06762797,0.0063231983,0.00010725913,0.00018965117,0.0002656006,0.033819973],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979157,0.0011925371,0.000056482273,0.00016203469,0.00041327157,0.0002599508],"domain_scores_gemma":[0.99165314,0.0047857193,0.0007928477,0.00025328176,0.00195212,0.0005629676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038491222,0.00052698614,0.0002807134,0.00071460975,0.0070602475,0.0043785665,0.0009993146,0.0026543695,0.005606933],"category_scores_gemma":[0.015739104,0.00021696235,0.00030406725,0.0011248351,0.0068801013,0.004517094,0.0019363915,0.008092819,0.0008992982],"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":[0.0001061601,0.00003619039,0.0032060512,0.00024081403,0.00001632603,0.001527507,0.5425693,0.00018183092,0.0019120149,0.028750489,0.4035414,0.017912025],"study_design_scores_gemma":[0.0000042881115,0.00003053951,0.004292406,0.0002859889,0.000007663056,0.00039094265,0.61201626,0.00014400833,0.0005994499,0.0011866828,0.3809891,0.000052670806],"about_ca_topic_score_codex":0.027080245,"about_ca_topic_score_gemma":0.04110784,"teacher_disagreement_score":0.027080245,"about_ca_system_score_codex":0.0047662794,"about_ca_system_score_gemma":0.0016159874,"threshold_uncertainty_score":0.053845227},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3695374,0.04852374,0.0009040162,0.044723675,0.0005977539,0.00027734955,0.0013653015,0.00011886763,0.5339519],"genre_scores_gemma":[0.89903057,0.01803887,0.0011931005,0.0022396913,0.00009315597,0.000052782063,0.00023741205,0.000050194674,0.07906412],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9977943,0.00017272048,0.00003744569,0.00018822531,0.0010716827,0.00073558517],"domain_scores_gemma":[0.99719065,0.00020688017,0.00015959711,0.00004658865,0.0012689334,0.001127316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001642837,0.00039547452,0.00027081824,0.004372067,0.018954912,0.0075821117,0.0011943744,0.0012600692,0.008070793],"category_scores_gemma":[0.003933064,0.00044256574,0.00023866114,0.0061571803,0.007574305,0.002233138,0.0025470378,0.0017620601,0.0005170925],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019307251,0.00021628791,0.05351562,0.00056341366,0.00002790781,0.0016757075,0.21073706,0.0005139863,0.0013610213,0.25594363,0.09768984,0.3775625],"study_design_scores_gemma":[0.000009727733,0.000022860753,0.11733751,0.00028314372,0.000009532326,0.0002154958,0.03975438,0.00017216842,0.00032042796,0.0022434213,0.83959115,0.00004015353],"about_ca_topic_score_codex":0.99293596,"about_ca_topic_score_gemma":0.9978515,"teacher_disagreement_score":0.20096798,"about_ca_system_score_codex":0.20096798,"about_ca_system_score_gemma":0.19328563,"threshold_uncertainty_score":0.9267639},"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":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017334877,0.011410908,0.010313634,0.58216494,0.21002042,0.00025064911,0.0010494053,0.00034816828,0.167107],"genre_scores_gemma":[0.34838715,0.011258497,0.012564334,0.28734452,0.2430714,0.00088454766,0.0012627483,0.0024955336,0.092731245],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9713103,0.016930979,0.0016649248,0.0017128268,0.0064720702,0.0019088967],"domain_scores_gemma":[0.83107775,0.12618071,0.008630655,0.0039176694,0.026577028,0.0036161751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025020344,0.00073625834,0.00068858673,0.0046845563,0.008840973,0.012799342,0.0023241905,0.006820611,0.012968464],"category_scores_gemma":[0.1529049,0.0005354635,0.0004167729,0.0043735383,0.0069956854,0.007994217,0.0051364372,0.0067885397,0.0045062127],"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":[0.00009518026,0.000014197723,0.0007297623,0.00065596204,0.000015663123,0.0010147184,0.031004164,0.000090060305,0.00048196636,0.06942292,0.875935,0.02054035],"study_design_scores_gemma":[0.000005487921,0.000012981952,0.00047138604,0.00072607485,0.000009543423,0.00016143602,0.011135485,0.000114513925,0.00041474734,0.007142853,0.9797887,0.000016709535],"about_ca_topic_score_codex":0.005042655,"about_ca_topic_score_gemma":0.010088263,"teacher_disagreement_score":0.025020344,"about_ca_system_score_codex":0.006282735,"about_ca_system_score_gemma":0.007301976,"threshold_uncertainty_score":0.13232183},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5701512,0.008928484,0.0029444294,0.01569583,0.00028982759,0.0001146598,0.00027730863,0.00005660876,0.40154165],"genre_scores_gemma":[0.95130765,0.00899045,0.0021433763,0.0012643292,0.00027695863,0.00007534897,0.0001045724,0.00003101572,0.035806417],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99940574,0.00038358106,0.000017409366,0.000039835733,0.00008462655,0.000068900175],"domain_scores_gemma":[0.99772567,0.0017345807,0.0002484342,0.00006056626,0.00010683003,0.00012393374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013680129,0.00033971996,0.00016462345,0.0014502585,0.0034295,0.007831839,0.00044851907,0.0010619198,0.006856978],"category_scores_gemma":[0.003150912,0.00016852512,0.000120070275,0.0022458418,0.00418861,0.007007634,0.0016778246,0.0014081274,0.00032038562],"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":[0.00011416,0.00044161757,0.042760897,0.00045825762,0.000048624857,0.0016493509,0.5353278,0.00033207264,0.004184029,0.25124037,0.037241466,0.1262013],"study_design_scores_gemma":[0.000024025367,0.00017245342,0.0584244,0.00061485736,0.00005198103,0.00066464883,0.55565464,0.00053808937,0.002171626,0.042733226,0.33891374,0.00003634943],"about_ca_topic_score_codex":0.0044102827,"about_ca_topic_score_gemma":0.011311333,"teacher_disagreement_score":0.007831839,"about_ca_system_score_codex":0.0016231957,"about_ca_system_score_gemma":0.00064046343,"threshold_uncertainty_score":0.022938848},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68886656,0.002419302,0.0020912997,0.007263266,0.0011136396,0.00008021975,0.00023680563,0.0002396887,0.29768923],"genre_scores_gemma":[0.7999594,0.00070777733,0.001050633,0.0009748417,0.000069742484,0.000027093349,0.000113758964,0.00005527148,0.19704151],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99987507,0.000039082614,0.0000027023798,0.000024350775,0.000024059118,0.00003464979],"domain_scores_gemma":[0.99989307,0.000027789598,0.00001069904,0.000013148439,0.000013981766,0.00004133765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029439497,0.00027842462,0.00013922312,0.00031835932,0.0036400259,0.001414787,0.00028468863,0.00043206994,0.011018543],"category_scores_gemma":[0.00035806268,0.00010515667,0.00014877804,0.0003724525,0.0015125155,0.0011759789,0.0012238544,0.0015876369,0.00096802437],"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":[0.0002640408,0.00011413733,0.024001965,0.00055768795,0.0000404732,0.0058300793,0.46884513,0.0002924773,0.011028754,0.14883772,0.12985478,0.21033274],"study_design_scores_gemma":[0.0000112735115,0.00021512284,0.02481273,0.00012195393,0.000019382338,0.002202295,0.13547064,0.00037375384,0.0028522953,0.0043108296,0.82956725,0.0000425768],"about_ca_topic_score_codex":0.004367918,"about_ca_topic_score_gemma":0.0295972,"teacher_disagreement_score":0.011018543,"about_ca_system_score_codex":0.0011624431,"about_ca_system_score_gemma":0.00075432693,"threshold_uncertainty_score":0},"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":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0042851297,0.009243579,0.022466471,0.048685916,0.041256573,0.0006114633,0.0013586506,0.0042503187,0.86784196],"genre_scores_gemma":[0.016151851,0.0059594866,0.013751559,0.01095433,0.0073836446,0.0005394461,0.0010590057,0.0011625768,0.9430381],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870694,0.00029279004,0.00007465914,0.00010953971,0.000663316,0.00015271174],"domain_scores_gemma":[0.9953187,0.0015094137,0.00033900116,0.00035009295,0.0009379186,0.0015448224],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016480223,0.0008110826,0.0006806753,0.0024289512,0.0026206633,0.0031184012,0.0014588792,0.0020144093,0.311069],"category_scores_gemma":[0.0076139825,0.0002865064,0.00045642664,0.0016380277,0.000829166,0.0032511607,0.004429957,0.0034950068,0.14961874],"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":[0.000015468333,0.000106941894,0.00009085169,0.00020463944,8.7419795e-7,0.00012614098,0.0003015142,0.00008468922,0.0005060993,0.011067131,0.86808616,0.1194094],"study_design_scores_gemma":[0.0000031543602,0.000014308277,0.00016591222,0.000088712026,5.005938e-7,0.000094814364,0.00012422436,0.000034342305,0.00014625234,0.0023311658,0.9969932,0.0000035272353],"about_ca_topic_score_codex":0.00047169343,"about_ca_topic_score_gemma":0.0024374456,"teacher_disagreement_score":0.311069,"about_ca_system_score_codex":0.0017263102,"about_ca_system_score_gemma":0.0029521836,"threshold_uncertainty_score":0.98267645},"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":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008523978,0.99488294,0.0002320193,0.0011349447,0.00013965524,0.000005154544,0.000006841248,0.0000034196305,0.0027427436],"genre_scores_gemma":[0.006340762,0.99219054,0.00028173105,0.0003141843,0.00044213195,0.000007051196,0.000011028279,0.0000016148563,0.00041086157],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99938166,0.0002850684,0.00007743226,0.00007313025,0.0001367017,0.000045981258],"domain_scores_gemma":[0.99400204,0.004784126,0.0005587527,0.000079223195,0.00044355058,0.00013233344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023219858,0.0005181007,0.0016550408,0.0043199863,0.0005001013,0.0042466833,0.00067754736,0.001818202,0.004280295],"category_scores_gemma":[0.0027452477,0.00027034228,0.00041944493,0.009987968,0.0015009744,0.005428498,0.00094510434,0.00094646314,0.00062107365],"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":[0.00009127455,0.00019036897,0.0040282058,0.027386455,0.00020179585,0.0007323105,0.0019328075,0.0014944342,0.000628191,0.04062733,0.024730992,0.89795583],"study_design_scores_gemma":[0.0000354523,0.00023156992,0.01787861,0.022589628,0.00040179596,0.0022613648,0.0054875286,0.0008211769,0.0004711588,0.02768954,0.92207533,0.000056840567],"about_ca_topic_score_codex":0.0019121206,"about_ca_topic_score_gemma":0.0037395072,"teacher_disagreement_score":0.0043199863,"about_ca_system_score_codex":0.0010598182,"about_ca_system_score_gemma":0.0023799366,"threshold_uncertainty_score":0.014319003},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3922986,0.0032934893,0.0034424632,0.36182985,0.014898035,0.00038195093,0.000116630064,0.0003196827,0.22341932],"genre_scores_gemma":[0.6635997,0.0029029336,0.003384944,0.08578391,0.0033228449,0.00028797975,0.00014781914,0.00020970542,0.24036007],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.997721,0.0009264191,0.00005104069,0.00011779052,0.0003514815,0.00083231664],"domain_scores_gemma":[0.99542373,0.00081450347,0.00015153577,0.00009023021,0.0004680133,0.003051941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034225574,0.00053490134,0.00033423078,0.00054580026,0.010057276,0.007951208,0.0011380017,0.005703676,0.010586374],"category_scores_gemma":[0.0056717014,0.00029178814,0.00043229986,0.0004946266,0.0030975344,0.002783714,0.0058003073,0.006516542,0.0024413015],"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":[0.0002480927,0.0066582733,0.005817549,0.0003547452,0.000010001092,0.0046693855,0.097869106,0.0007202468,0.0041638464,0.12486717,0.57336473,0.1812569],"study_design_scores_gemma":[0.00005099234,0.0005504737,0.005457811,0.00024429586,0.0000070878436,0.00076234323,0.11204181,0.0003761724,0.0015053275,0.013123316,0.8658438,0.000036515426],"about_ca_topic_score_codex":0.0035813148,"about_ca_topic_score_gemma":0.012103264,"teacher_disagreement_score":0.010586374,"about_ca_system_score_codex":0.006491276,"about_ca_system_score_gemma":0.0069273748,"threshold_uncertainty_score":0.047097683},"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":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007861805,0.011787687,0.00038543757,0.051531933,0.896519,0.000055923232,0.00016381573,0.00021457998,0.038555514],"genre_scores_gemma":[0.0064812084,0.0106346,0.0003444646,0.013584723,0.8667087,0.00005506057,0.00019480793,0.0002048333,0.10179171],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976152,0.00031194996,0.00025829344,0.00030525448,0.0012205964,0.00028867883],"domain_scores_gemma":[0.986387,0.0030883085,0.0010163411,0.00070510426,0.005302162,0.003501016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030097482,0.0012598118,0.0011559024,0.0027880112,0.0034072741,0.010914706,0.001652771,0.0049965205,0.06923863],"category_scores_gemma":[0.01289807,0.00045545524,0.00066934474,0.0014062325,0.0015565006,0.004622992,0.0021583973,0.005901832,0.023283118],"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":[0.000020307747,0.000026961596,0.00016542495,0.00014300057,0.0000034570198,0.00012848999,0.00004846127,0.00001700221,0.00018498253,0.0018353258,0.98084176,0.016584923],"study_design_scores_gemma":[0.0000045111715,0.000022622793,0.0006256748,0.00012332542,0.0000039631773,0.00024622504,0.00008093209,0.00003657942,0.000102499165,0.0006235542,0.99812275,0.000007429689],"about_ca_topic_score_codex":0.0006806973,"about_ca_topic_score_gemma":0.0016856976,"teacher_disagreement_score":0.06923863,"about_ca_system_score_codex":0.0020877994,"about_ca_system_score_gemma":0.0034894843,"threshold_uncertainty_score":0.23162633},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94790226,0.002162306,0.000101568075,0.008975075,0.00005368784,0.000020477935,0.00002347742,0.000002574324,0.040758587],"genre_scores_gemma":[0.99670106,0.0008176135,0.000037995553,0.0006515152,0.000031000836,0.000010512165,0.000013272511,0.000004170546,0.001732973],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.990983,0.004575091,0.00031154734,0.00056813733,0.0017202153,0.0018419432],"domain_scores_gemma":[0.9535285,0.030068854,0.0065778247,0.000841627,0.0061253617,0.002857831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01078354,0.00013865464,0.00044840793,0.003983662,0.016008012,0.0083196955,0.0012149441,0.0024503036,0.0034568796],"category_scores_gemma":[0.026269259,0.00047519838,0.00020837384,0.004940945,0.019712733,0.0074398885,0.0055597555,0.003764761,0.00019978742],"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":[0.000092160255,0.00008509533,0.013334714,0.000057184327,0.000005729325,0.0003389898,0.96480954,0.000022132557,0.00020078076,0.011400631,0.0010224342,0.008630591],"study_design_scores_gemma":[0.000010358225,0.000045694745,0.08959318,0.00019270783,0.000008359757,0.00013203477,0.8825628,0.000058904378,0.00013446774,0.001358087,0.025878921,0.000024501196],"about_ca_topic_score_codex":0.22275859,"about_ca_topic_score_gemma":0.44789904,"teacher_disagreement_score":0.22275859,"about_ca_system_score_codex":0.020644903,"about_ca_system_score_gemma":0.013425077,"threshold_uncertainty_score":0.44292396},"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":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058126333,0.05061468,0.005096706,0.851541,0.0050805947,0.000015403355,0.000023010938,0.00004652337,0.08176942],"genre_scores_gemma":[0.5371959,0.08596251,0.012003397,0.25605568,0.012780894,0.00017423012,0.000054389886,0.00019859544,0.09557428],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9958605,0.00210167,0.00011132576,0.00032849307,0.0013924224,0.00020562003],"domain_scores_gemma":[0.9917018,0.006228741,0.00023893593,0.00016433575,0.0010363454,0.00062991463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047290735,0.00046662317,0.0004859218,0.0014296623,0.005850063,0.009556479,0.0012658716,0.006375071,0.0027805048],"category_scores_gemma":[0.0101531595,0.00028639118,0.00026303285,0.0014846645,0.021160645,0.012634487,0.0029741742,0.010429671,0.000738016],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014577843,0.000023337221,0.00030769577,0.000066112574,0.000004387218,0.00013622097,0.005089742,0.00022947657,0.00011065639,0.84256774,0.13131437,0.020135708],"study_design_scores_gemma":[0.0000128170705,0.000018409417,0.00034273678,0.00031881462,0.0000033446966,0.00017212724,0.006023671,0.0008266872,0.00018718906,0.57276064,0.41930667,0.000026880687],"about_ca_topic_score_codex":0.012995849,"about_ca_topic_score_gemma":0.011292253,"teacher_disagreement_score":0.012995849,"about_ca_system_score_codex":0.0069733816,"about_ca_system_score_gemma":0.005130632,"threshold_uncertainty_score":0.0505957},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4201438,0.009203462,0.010052111,0.21438861,0.0007353152,0.00002651856,0.000072848015,0.00008454855,0.3452928],"genre_scores_gemma":[0.988306,0.0016723921,0.0005428486,0.0035933747,0.00021940914,0.000007508792,0.000015387144,0.000023435936,0.005619633],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99660134,0.0019804526,0.0000861219,0.00030580888,0.0006640286,0.00036218757],"domain_scores_gemma":[0.995915,0.0020477618,0.00062269584,0.0003959993,0.0005184608,0.00050004607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053186314,0.00021120803,0.00031683085,0.0012507085,0.0057603447,0.015122381,0.0006084377,0.0032796878,0.005217868],"category_scores_gemma":[0.008814103,0.00027515632,0.00022168193,0.0013594027,0.01833558,0.019192202,0.004493836,0.0038986113,0.0007265343],"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":[0.000119518554,0.00006832822,0.00908744,0.00005104406,0.000013342689,0.00035892377,0.25846004,0.000060691928,0.00042372686,0.67093354,0.010886087,0.049537368],"study_design_scores_gemma":[0.000035352157,0.000085789536,0.009835388,0.00028057076,0.00003772093,0.0010954743,0.28468508,0.0008520748,0.000903837,0.366644,0.33545917,0.000085562955],"about_ca_topic_score_codex":0.006090131,"about_ca_topic_score_gemma":0.0037439726,"teacher_disagreement_score":0.015122381,"about_ca_system_score_codex":0.0036857717,"about_ca_system_score_gemma":0.0013313898,"threshold_uncertainty_score":0.028127909},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8535584,0.0009499468,0.007807908,0.0021784643,0.000018891029,0.00003241324,0.000023547358,0.00002729471,0.13540316],"genre_scores_gemma":[0.99883455,0.00016603424,0.0005337997,0.000028944583,0.000007724943,0.0000053947265,0.0000037048994,0.0000028232225,0.0004169823],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984322,0.0009184659,0.00007467292,0.00019967469,0.00021217753,0.00016279948],"domain_scores_gemma":[0.99724376,0.0010397513,0.00086276175,0.0004532765,0.00020771877,0.00019284838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020810468,0.0001487491,0.00014072869,0.0017530734,0.0024613603,0.0037409165,0.00036720428,0.000427178,0.0017370384],"category_scores_gemma":[0.003104119,0.00021160491,0.00017521951,0.0012180164,0.023552947,0.0017911094,0.002324238,0.000621801,0.00010193392],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001047897,0.00014762701,0.08394375,0.00022874646,0.00007411544,0.00062653795,0.08779729,0.0016131335,0.001886911,0.7555801,0.00073058996,0.06726639],"study_design_scores_gemma":[0.000048110673,0.00018429801,0.2802126,0.00030794134,0.00006544243,0.00088773505,0.053309966,0.003513894,0.0018089598,0.5895347,0.07004119,0.00008526637],"about_ca_topic_score_codex":0.0031974642,"about_ca_topic_score_gemma":0.004181841,"teacher_disagreement_score":0.0037409165,"about_ca_system_score_codex":0.0028345655,"about_ca_system_score_gemma":0.001589234,"threshold_uncertainty_score":0.020566285},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872968,0.000066016604,0.002748864,0.00023350786,0.000037737867,0.0009403939,0.0004566441,0.000021054904,0.008198859],"genre_scores_gemma":[0.98965865,0.000057514262,0.007764904,0.000088277855,0.000014916976,0.0010346601,0.0004027849,0.0000069607295,0.0009714691],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996536,0.0018533071,0.00032851935,0.00027824368,0.0008064565,0.00019741216],"domain_scores_gemma":[0.9823507,0.005237719,0.0017287317,0.0022148506,0.0068954113,0.0015726754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00743916,0.00022967899,0.0003050536,0.0015380547,0.0010637748,0.00072096,0.0006587203,0.00044921009,0.0030474914],"category_scores_gemma":[0.0138031,0.00016258859,0.0006491545,0.0013871521,0.00060197274,0.0009253862,0.0011178065,0.0010521484,0.00039497172],"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":[0.00027366885,0.0026377926,0.8996689,0.00016753068,0.00012026687,0.00015095079,0.0054440997,0.00045815326,0.002166212,0.0018761286,0.00096962054,0.08606671],"study_design_scores_gemma":[0.000055919227,0.0015234766,0.98678523,0.000059995262,0.000042478267,0.00017509665,0.0044931467,0.0013131336,0.000988038,0.00051264203,0.0040206616,0.0000302075],"about_ca_topic_score_codex":0.0065985587,"about_ca_topic_score_gemma":0.013311944,"teacher_disagreement_score":0.00743916,"about_ca_system_score_codex":0.0006197329,"about_ca_system_score_gemma":0.0017705272,"threshold_uncertainty_score":0.039342523},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05967456,0.040007696,0.07812912,0.2676268,0.00403998,0.00020055445,0.00045349952,0.00021066469,0.54965717],"genre_scores_gemma":[0.91956335,0.013624886,0.017294014,0.016110536,0.0057755066,0.000262924,0.0001415782,0.00012582971,0.027101465],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9937915,0.0026881956,0.00021699982,0.0011833848,0.0017969178,0.00032298977],"domain_scores_gemma":[0.97911876,0.014078018,0.0009273597,0.0029443756,0.0020225428,0.0009090059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009787036,0.00053916755,0.001007498,0.0027947726,0.0051624286,0.008209992,0.0016706843,0.005397653,0.0066637937],"category_scores_gemma":[0.026764054,0.0004428496,0.00072020525,0.0017688434,0.023353146,0.011679935,0.005346361,0.0041315267,0.0012440829],"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":[0.000022725299,0.000015233215,0.00079753227,0.00014219155,0.000018717403,0.00009272669,0.00250163,0.001020789,0.00007093957,0.96476716,0.012167219,0.018383157],"study_design_scores_gemma":[0.000013495676,0.0000069460316,0.00025655434,0.00008891022,0.0000061668443,0.00004571563,0.00060830044,0.0009823601,0.00004239043,0.95775443,0.04018393,0.000010894063],"about_ca_topic_score_codex":0.0028311615,"about_ca_topic_score_gemma":0.0022201196,"teacher_disagreement_score":0.009787036,"about_ca_system_score_codex":0.0034828582,"about_ca_system_score_gemma":0.0030525099,"threshold_uncertainty_score":0.05175942},"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":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29114795,0.008599833,0.012796406,0.11248781,0.0038605966,0.0007092511,0.000118163545,0.00018794807,0.5700921],"genre_scores_gemma":[0.73271865,0.008791465,0.0100083435,0.02573157,0.0052299877,0.0011227541,0.00014039614,0.0001587997,0.216098],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976472,0.0014500093,0.00006199962,0.0001096988,0.00044254892,0.00028858322],"domain_scores_gemma":[0.9929484,0.004882124,0.000301225,0.00020990706,0.0004601248,0.0011982154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005208508,0.00066886644,0.0005290661,0.0011929298,0.0055708415,0.011443189,0.00096240273,0.003019811,0.025305888],"category_scores_gemma":[0.0073525887,0.00022715228,0.00029022753,0.001220082,0.005369236,0.0074522337,0.0056216647,0.0042179846,0.0030009884],"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":[0.00032134153,0.008861676,0.0072032376,0.0009181991,0.00002048399,0.001340147,0.061946433,0.0014778229,0.0034292093,0.33570307,0.1801027,0.39867565],"study_design_scores_gemma":[0.00012730944,0.0012710133,0.010830325,0.0011754307,0.000021193728,0.000615699,0.07028971,0.0013306951,0.0031575612,0.121067464,0.7900559,0.000057677367],"about_ca_topic_score_codex":0.00035667792,"about_ca_topic_score_gemma":0.0011000764,"teacher_disagreement_score":0.025305888,"about_ca_system_score_codex":0.0034045163,"about_ca_system_score_gemma":0.002420626,"threshold_uncertainty_score":0.084656656},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09682453,0.010477493,0.003718546,0.1583587,0.0013616164,0.000026957036,0.00011538786,0.0001527434,0.7289641],"genre_scores_gemma":[0.91487634,0.0032435872,0.0008708477,0.013453075,0.0022124785,0.00003464374,0.00003076287,0.00011594096,0.06516243],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99796486,0.00094470574,0.000051277624,0.00029553802,0.00041982517,0.00032381824],"domain_scores_gemma":[0.99184096,0.0045821727,0.0006199466,0.00071609975,0.0006925129,0.0015482828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005626972,0.00027156313,0.00039129297,0.0015452015,0.0056038206,0.016577965,0.0007009018,0.003955986,0.022256559],"category_scores_gemma":[0.010668785,0.0002564425,0.00015537551,0.0015471389,0.015017943,0.01956939,0.004775261,0.0054596215,0.0023596461],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000358924,0.000034506982,0.0004973218,0.000030247269,0.0000017566139,0.00006377495,0.00822148,0.000045499204,0.00014500036,0.9641595,0.011849939,0.014915159],"study_design_scores_gemma":[0.000026788512,0.000036216454,0.002268856,0.00014609464,0.0000033081337,0.00015289414,0.008530898,0.0003558012,0.00034758463,0.35981756,0.6282878,0.000026137777],"about_ca_topic_score_codex":0.0024554818,"about_ca_topic_score_gemma":0.003703575,"teacher_disagreement_score":0.022256559,"about_ca_system_score_codex":0.0057800957,"about_ca_system_score_gemma":0.0028924043,"threshold_uncertainty_score":0.07445556},"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":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002996277,0.09162572,0.00026665872,0.8287225,0.013942017,0.000019878413,0.000049486403,0.000009514872,0.06236802],"genre_scores_gemma":[0.20617282,0.16076048,0.0013713759,0.45205054,0.036766484,0.00020435691,0.00010133346,0.00013445478,0.14243819],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98841745,0.005374014,0.0005546224,0.0007032861,0.0040606577,0.00088998454],"domain_scores_gemma":[0.9035882,0.078105725,0.0026900098,0.0012689511,0.010789809,0.0035573938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021445254,0.0005855324,0.00088525057,0.003334577,0.009745662,0.016768381,0.0016833728,0.015404188,0.005203505],"category_scores_gemma":[0.06437609,0.0004518823,0.00039153793,0.0042503853,0.01427849,0.011905964,0.004387889,0.010793462,0.0007050538],"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":[0.000020590336,0.00003948986,0.0003608986,0.00030463832,0.0000199114,0.00026867655,0.007550402,0.00009448945,0.00016735953,0.10101447,0.87076,0.019399047],"study_design_scores_gemma":[0.000009154652,0.00001483514,0.0013383026,0.0010938294,0.000016524467,0.000084646636,0.0068578525,0.000053713567,0.00020407807,0.015687015,0.9746069,0.00003303858],"about_ca_topic_score_codex":0.033461787,"about_ca_topic_score_gemma":0.10945344,"teacher_disagreement_score":0.033461787,"about_ca_system_score_codex":0.015873866,"about_ca_system_score_gemma":0.020979846,"threshold_uncertainty_score":0.11517346},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22273107,0.0014730642,0.17195144,0.017154554,0.00028835642,0.00046059364,0.00011641567,0.00023070865,0.58559376],"genre_scores_gemma":[0.96798486,0.00033075124,0.015190678,0.0008305508,0.00006897354,0.00013135759,0.00006284774,0.000048201,0.015351768],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98472184,0.008804818,0.00058293634,0.0014713077,0.0032514322,0.001167678],"domain_scores_gemma":[0.9651571,0.017535802,0.0022994487,0.010848349,0.0027446572,0.00141454],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.014272834,0.0004570736,0.00046940765,0.0037256978,0.0060093123,0.008282448,0.0019456391,0.0028041292,0.008369468],"category_scores_gemma":[0.032569636,0.00032031353,0.0007766663,0.0015975923,0.019705119,0.011269749,0.015841294,0.0022808122,0.00079863326],"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":[0.000035508612,0.00012363549,0.0068101836,0.0002684284,0.00004931858,0.0010044534,0.091301665,0.0005509834,0.0019479413,0.7510539,0.002959339,0.14389458],"study_design_scores_gemma":[0.00003222683,0.00013962245,0.004391522,0.0006721355,0.000047174577,0.0011731517,0.052253123,0.0022590687,0.0022181552,0.69327015,0.24347386,0.000069840426],"about_ca_topic_score_codex":0.0027514868,"about_ca_topic_score_gemma":0.004216633,"teacher_disagreement_score":0.99399066,"about_ca_system_score_codex":0.0032255338,"about_ca_system_score_gemma":0.0049610706,"threshold_uncertainty_score":0.075482905},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.121081166,0.0040368047,0.13472854,0.049078837,0.00068849174,0.00012448922,0.000047371697,0.00010883625,0.6901054],"genre_scores_gemma":[0.97634876,0.00096224406,0.012123821,0.0013687621,0.00022957467,0.000080948936,0.000017106264,0.000041884083,0.008826911],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98982644,0.0066816336,0.00022561978,0.0009890614,0.0015691472,0.0007081566],"domain_scores_gemma":[0.99420047,0.003309977,0.00057928095,0.00092305243,0.000598574,0.00038864274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009065403,0.00057386793,0.00047212417,0.0024451402,0.0069096987,0.009919719,0.0013519408,0.0031864464,0.0049569597],"category_scores_gemma":[0.005085909,0.00027343162,0.0005273804,0.0016775068,0.06036201,0.012598614,0.009224097,0.0028211463,0.000425679],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000059068284,0.00000862302,0.00023706457,0.000026165077,0.000003009622,0.00005721964,0.008643575,0.00013990878,0.0001177876,0.9859768,0.00027410215,0.0045098183],"study_design_scores_gemma":[0.000009635022,0.000024528643,0.00036122208,0.00007754716,0.000005462896,0.0001511142,0.01077434,0.0007712938,0.0002463288,0.911661,0.07590611,0.000011320689],"about_ca_topic_score_codex":0.003568667,"about_ca_topic_score_gemma":0.005194072,"teacher_disagreement_score":0.009919719,"about_ca_system_score_codex":0.007981166,"about_ca_system_score_gemma":0.006150659,"threshold_uncertainty_score":0.0579077},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54246175,0.008533095,0.01371567,0.09743239,0.0007361226,0.000055500914,0.000103973354,0.00009222437,0.33686933],"genre_scores_gemma":[0.99312466,0.00097082305,0.00071109144,0.00088086363,0.0001495657,0.000008865653,0.000011736171,0.000018149412,0.0041242866],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9960718,0.0021482313,0.00014321561,0.0003906467,0.000888803,0.00035728604],"domain_scores_gemma":[0.9792637,0.0124777965,0.0040354463,0.0016500199,0.001622765,0.00095019845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008957503,0.0002438175,0.00020748904,0.0017179495,0.0051757535,0.012767364,0.00055203785,0.0028076037,0.005233541],"category_scores_gemma":[0.02198861,0.00035320298,0.00019810446,0.0010752165,0.029410224,0.0134255765,0.0032365248,0.0031181136,0.00047400093],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119762386,0.0000668648,0.010795353,0.000098043914,0.000021452932,0.00040567908,0.11075017,0.00023980238,0.000903228,0.83634275,0.0030580545,0.037198823],"study_design_scores_gemma":[0.000032899257,0.00025367417,0.037481215,0.0006859695,0.000042970965,0.00074734114,0.10084002,0.0010841329,0.002878734,0.6072102,0.2486166,0.0001260847],"about_ca_topic_score_codex":0.0026854912,"about_ca_topic_score_gemma":0.0026061474,"teacher_disagreement_score":0.012767364,"about_ca_system_score_codex":0.005285236,"about_ca_system_score_gemma":0.0015384011,"threshold_uncertainty_score":0.0473724},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9267728,0.0023927414,0.0008716175,0.0022832688,0.00020262797,0.000013152468,0.000029033961,0.000035562196,0.06739929],"genre_scores_gemma":[0.9966569,0.0003744025,0.00020965596,0.000106386055,0.000038096365,0.0000049231176,0.000009382848,0.000010333248,0.0025897932],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994091,0.00027428145,0.00004367618,0.000070455746,0.00008425206,0.000118233685],"domain_scores_gemma":[0.99909043,0.0002507204,0.00024728617,0.000093221504,0.00011554974,0.00020290831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001625357,0.00035060686,0.0002501987,0.0012173592,0.005735454,0.003840823,0.00025771654,0.000784574,0.0015692762],"category_scores_gemma":[0.0015410116,0.00025494638,0.00021124793,0.0013910851,0.009418131,0.0022965218,0.003126028,0.00094124244,0.000128916],"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":[0.00020266707,0.000040712788,0.024907054,0.00039473208,0.00002500258,0.002078568,0.8826934,0.00012464696,0.0063249147,0.06331003,0.0019096591,0.017988563],"study_design_scores_gemma":[0.000030951498,0.00017748484,0.08432472,0.00027320776,0.00012038993,0.001327012,0.6840029,0.00046656124,0.0030888943,0.008873947,0.21720985,0.00010417519],"about_ca_topic_score_codex":0.011518286,"about_ca_topic_score_gemma":0.018631084,"teacher_disagreement_score":0.011518286,"about_ca_system_score_codex":0.0033995013,"about_ca_system_score_gemma":0.0014287131,"threshold_uncertainty_score":0.024665236},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95004,0.00045679472,0.0013608724,0.0031247663,0.00007320616,0.000030149144,0.000030074565,0.000008740045,0.044875402],"genre_scores_gemma":[0.9990639,0.000107208725,0.00012947846,0.00021870225,0.000016639839,0.0000050218523,0.0000044059448,0.0000027053836,0.0004519404],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98726624,0.0090374,0.0004399185,0.00041864417,0.002101127,0.00073656434],"domain_scores_gemma":[0.961103,0.022039874,0.010298246,0.0018635045,0.00312,0.0015752978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010774119,0.00013610588,0.00018504163,0.0013582814,0.0017174771,0.0047749598,0.0003988563,0.00073171634,0.0037144313],"category_scores_gemma":[0.05175015,0.0001321561,0.0001301359,0.0014996742,0.005082098,0.001266372,0.0031614946,0.0012118546,0.00023954612],"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":[0.00074632233,0.00033739884,0.51821107,0.00046026704,0.00019057635,0.000685998,0.20246893,0.0013376147,0.0015693908,0.13339673,0.004248906,0.13634676],"study_design_scores_gemma":[0.00007815444,0.00028484536,0.60996044,0.0007082384,0.00010630007,0.00094587216,0.27124888,0.002586073,0.0017439428,0.073264204,0.038895223,0.00017771396],"about_ca_topic_score_codex":0.0034677514,"about_ca_topic_score_gemma":0.0047235717,"teacher_disagreement_score":0.010774119,"about_ca_system_score_codex":0.0021939802,"about_ca_system_score_gemma":0.0010390324,"threshold_uncertainty_score":0.056979656},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027588822,0.9968407,0.00011733303,0.00042072142,0.000118899436,0.0000048664547,0.000023490182,0.0000030364233,0.0021950058],"genre_scores_gemma":[0.0024334183,0.996761,0.00017506046,0.00018148686,0.00012252863,0.000007504085,0.000027521855,0.0000022486547,0.00028932895],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884856,0.0004133903,0.0002274447,0.00016889125,0.00025142866,0.00009020866],"domain_scores_gemma":[0.99461937,0.0036774494,0.00067447143,0.0001548995,0.00070724427,0.00016656592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020115613,0.000672078,0.001236833,0.008289364,0.0010475297,0.003087227,0.0010243712,0.0013992684,0.0058989264],"category_scores_gemma":[0.0064025195,0.0005347392,0.00067411637,0.015827518,0.0019432656,0.00415667,0.0015844188,0.0019830586,0.001493379],"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":[0.00010569202,0.00006665061,0.001666386,0.08997312,0.0001669796,0.0009531276,0.0042578233,0.00048755074,0.0005766708,0.046909776,0.040789407,0.8140468],"study_design_scores_gemma":[0.0000028706122,0.000034226785,0.0026066306,0.03000919,0.00011088157,0.0011798949,0.001125255,0.000036264504,0.00013121581,0.0023192875,0.96242577,0.000018505922],"about_ca_topic_score_codex":0.0055396077,"about_ca_topic_score_gemma":0.010030725,"teacher_disagreement_score":0.008289364,"about_ca_system_score_codex":0.0021660167,"about_ca_system_score_gemma":0.0049721575,"threshold_uncertainty_score":0.019733846},"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":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0061727413,0.01021402,0.013374982,0.94163793,0.0051564956,0.000048028694,0.00005725075,0.000047601883,0.023290861],"genre_scores_gemma":[0.5692242,0.038744297,0.047445443,0.30926427,0.011799801,0.00078986696,0.00014847745,0.00051928184,0.022064291],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97292894,0.020930527,0.0005132681,0.0017060033,0.0027033237,0.0012180001],"domain_scores_gemma":[0.9177696,0.05979531,0.003189413,0.0032938647,0.010269477,0.005682353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0594433,0.0008763958,0.0019666606,0.00209039,0.008981943,0.029443227,0.0039180936,0.013974024,0.008231795],"category_scores_gemma":[0.07397142,0.00061312673,0.00070714514,0.0019654478,0.043149844,0.080498815,0.0071675885,0.030711375,0.0022392906],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083057996,0.000108629625,0.0010366772,0.0005218699,0.000041540745,0.00022129735,0.045355853,0.0002146852,0.0005109942,0.87145054,0.042769443,0.037685454],"study_design_scores_gemma":[0.000030514904,0.00005528445,0.0010387112,0.001977893,0.000028526088,0.000265228,0.1597109,0.0006443064,0.0006311079,0.59732765,0.23820004,0.000089758374],"about_ca_topic_score_codex":0.008479592,"about_ca_topic_score_gemma":0.009941477,"teacher_disagreement_score":0.0594433,"about_ca_system_score_codex":0.007713459,"about_ca_system_score_gemma":0.010976305,"threshold_uncertainty_score":0.31436998},"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":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014407335,0.021969493,0.0007283776,0.9160101,0.027819797,0.000043992735,0.00006191227,0.000073523486,0.018885536],"genre_scores_gemma":[0.18472391,0.025564952,0.0017305189,0.6699523,0.01288469,0.00014786203,0.000060574966,0.0005211657,0.104414],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9908954,0.004798294,0.00016929301,0.00062809774,0.002086356,0.0014226476],"domain_scores_gemma":[0.98675877,0.0035167153,0.00048500183,0.00031067702,0.002875391,0.0060535218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00961341,0.0010584111,0.0015745013,0.0020263686,0.030373758,0.018764548,0.002610027,0.009887611,0.006243081],"category_scores_gemma":[0.020285409,0.0010187087,0.0007939352,0.0018989966,0.016567148,0.016945021,0.011439167,0.03712957,0.0030897963],"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":[0.00007880444,0.0003242678,0.0010251859,0.00014668202,0.000012840252,0.0015207718,0.15200664,0.000055566805,0.000512226,0.033341788,0.79653275,0.014442412],"study_design_scores_gemma":[0.00000879061,0.00006894216,0.00039591227,0.0003365599,0.000005189305,0.00064522296,0.1567889,0.000054507833,0.00026136477,0.0045062625,0.8368633,0.000065040724],"about_ca_topic_score_codex":0.024151895,"about_ca_topic_score_gemma":0.039020043,"teacher_disagreement_score":0.030373758,"about_ca_system_score_codex":0.008194833,"about_ca_system_score_gemma":0.011180593,"threshold_uncertainty_score":0.059457958},"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":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39809766,0.004094775,0.046815854,0.031480074,0.0030993344,0.000994272,0.00022906123,0.0013012298,0.51388776],"genre_scores_gemma":[0.79270524,0.006924269,0.034048717,0.0073128752,0.00077296054,0.000849773,0.0002740937,0.00039058464,0.15672147],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921894,0.00029726565,0.000025869396,0.00010060709,0.00017056291,0.00018679831],"domain_scores_gemma":[0.99875236,0.00031426217,0.00009799119,0.000086999135,0.0000944464,0.0006539376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015553723,0.0006641691,0.0004183488,0.0010046336,0.0031967922,0.0063453736,0.0013435815,0.0018670728,0.022816177],"category_scores_gemma":[0.0023278554,0.00020577459,0.000382097,0.00079126225,0.0024279093,0.0054098293,0.006733582,0.003659043,0.0049873167],"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":[0.00019026034,0.007429087,0.01082604,0.0015621342,0.000020410786,0.0015659026,0.1264185,0.0009147938,0.010446581,0.19614515,0.1403844,0.5040968],"study_design_scores_gemma":[0.000062966436,0.0007189056,0.007210193,0.0009931802,0.000020508562,0.00093597244,0.064722985,0.0010241937,0.0054568113,0.07015988,0.84864783,0.00004652774],"about_ca_topic_score_codex":0.00040552215,"about_ca_topic_score_gemma":0.001424161,"teacher_disagreement_score":0.022816177,"about_ca_system_score_codex":0.0010098702,"about_ca_system_score_gemma":0.0034283753,"threshold_uncertainty_score":0.07632774},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91673374,0.00042719595,0.0028282863,0.00654582,0.00007290904,0.00009149518,0.000034180415,0.000033446595,0.07323291],"genre_scores_gemma":[0.9968478,0.0001213856,0.00038410004,0.0003614184,0.000017563434,0.000026894191,0.000010811802,0.000024797979,0.0022052238],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99028933,0.008012443,0.00009915573,0.00032813597,0.00053172116,0.00073925673],"domain_scores_gemma":[0.9940805,0.004523777,0.0004692473,0.00022241268,0.00028005397,0.0004240505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071123955,0.00047815777,0.00042833562,0.002783477,0.019538535,0.013308062,0.00166063,0.0023128453,0.004311092],"category_scores_gemma":[0.007817505,0.0004911227,0.00034397782,0.002805791,0.025648903,0.011310869,0.008110468,0.0033631474,0.0003140874],"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":[0.000026507514,0.000028171418,0.0023909241,0.000032423963,0.0000040342784,0.0005630755,0.97989905,0.00002190382,0.00025214424,0.013154656,0.0005409286,0.0030862084],"study_design_scores_gemma":[0.0000034446325,0.0000128352885,0.0015796793,0.000029834004,0.000003413777,0.00012871002,0.9876139,0.00016392281,0.0001072113,0.0018310043,0.008520415,0.0000056328236],"about_ca_topic_score_codex":0.015103871,"about_ca_topic_score_gemma":0.02632024,"teacher_disagreement_score":0.019538535,"about_ca_system_score_codex":0.006477035,"about_ca_system_score_gemma":0.003175928,"threshold_uncertainty_score":0.04699433},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6069151,0.004205419,0.04236852,0.013851171,0.00017052742,0.00009073294,0.00010098676,0.000073068426,0.3322245],"genre_scores_gemma":[0.9945194,0.0003477104,0.0013263582,0.00027871985,0.00003127922,0.00001880402,0.000012901217,0.000014100332,0.0034507574],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.995917,0.0024646462,0.00011959963,0.0005275695,0.00072207785,0.00024915225],"domain_scores_gemma":[0.9941757,0.004221047,0.0005476164,0.00054708496,0.00024219099,0.00026630136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006767437,0.000291357,0.00031206227,0.0015398001,0.0058731236,0.011247901,0.00074683415,0.0019722418,0.005884476],"category_scores_gemma":[0.00784238,0.00024451752,0.00031939507,0.0017047743,0.046707258,0.01356553,0.006397095,0.0023392353,0.0003030537],"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":[0.0000545798,0.000024317656,0.0013286744,0.0000528397,0.000006364042,0.00020341418,0.08033699,0.00016786593,0.000410238,0.9079912,0.00055007637,0.008873538],"study_design_scores_gemma":[0.00004685213,0.000053591022,0.00445018,0.0002835345,0.000016824066,0.00054082705,0.117194034,0.0020919028,0.0012869503,0.7578492,0.116129674,0.000056517638],"about_ca_topic_score_codex":0.0025611462,"about_ca_topic_score_gemma":0.0019206593,"teacher_disagreement_score":0.011247901,"about_ca_system_score_codex":0.0035002707,"about_ca_system_score_gemma":0.0011068359,"threshold_uncertainty_score":0.035790026},"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":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049684253,0.004569029,0.0009793614,0.9190301,0.008196152,0.000012876493,0.000016626022,0.000069618756,0.062157873],"genre_scores_gemma":[0.2424918,0.007277054,0.0026228128,0.5769598,0.011463879,0.00010662513,0.000033495136,0.00041856008,0.15862593],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9914732,0.0053285263,0.00014211625,0.0005974357,0.0015285277,0.00093026325],"domain_scores_gemma":[0.98180306,0.0098443795,0.0012933153,0.0014549564,0.0016433412,0.0039609624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009250468,0.0005916015,0.00059015636,0.000774984,0.014721108,0.01747992,0.001274693,0.0139606,0.027548814],"category_scores_gemma":[0.02221358,0.00030870634,0.00040528798,0.0008148689,0.020992745,0.024657784,0.008642057,0.016182704,0.0067456416],"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":[0.00006488396,0.0000979642,0.00095068535,0.0001465884,0.000010394529,0.00022984853,0.038478967,0.00003616454,0.00047946232,0.39379594,0.51478976,0.050919317],"study_design_scores_gemma":[0.000004828275,0.000018821702,0.0002756786,0.0001999272,0.0000034160234,0.00009016678,0.018788991,0.00003083562,0.00017193038,0.03373903,0.94666266,0.000013573038],"about_ca_topic_score_codex":0.0022942263,"about_ca_topic_score_gemma":0.0043874453,"teacher_disagreement_score":0.027548814,"about_ca_system_score_codex":0.0034363626,"about_ca_system_score_gemma":0.004620382,"threshold_uncertainty_score":0.09215999},"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":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00063639064,0.31905746,0.0018817531,0.25946647,0.22598124,0.000058226786,0.0010938696,0.00031623244,0.19150831],"genre_scores_gemma":[0.0048432215,0.061319884,0.00059748197,0.028640402,0.07422757,0.000032612897,0.00040979596,0.0002709309,0.82965815],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99899906,0.00014395559,0.00005290858,0.00014792632,0.0005735398,0.00008269853],"domain_scores_gemma":[0.99696785,0.0007317601,0.0001799304,0.00020379708,0.0014714912,0.0004452624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014818248,0.00093814905,0.0011864229,0.003039183,0.0011224112,0.004696952,0.0008625347,0.0031403839,0.083073914],"category_scores_gemma":[0.006415449,0.00037297606,0.00044338917,0.0030101717,0.001078056,0.0039992104,0.0013636125,0.004198803,0.075785525],"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":[0.000007868025,0.0000055209166,0.00002580055,0.0000351366,0.0000022366503,0.000009676924,0.0000056878857,0.00005339324,0.00002312859,0.0030962317,0.9751516,0.021583712],"study_design_scores_gemma":[0.000004060239,0.0000043225878,0.00011197179,0.00009468673,0.0000027427504,0.000022393951,0.0000102097465,0.000037090467,0.000033110824,0.002594946,0.99708015,0.000004313512],"about_ca_topic_score_codex":0.0031164985,"about_ca_topic_score_gemma":0.005684891,"teacher_disagreement_score":0.083073914,"about_ca_system_score_codex":0.0030559523,"about_ca_system_score_gemma":0.0023598177,"threshold_uncertainty_score":0.27790993},"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":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16045462,0.16773011,0.018237295,0.3156888,0.0022147312,0.00039336385,0.00024663878,0.000062564635,0.33497193],"genre_scores_gemma":[0.8441768,0.11964138,0.008394265,0.015013068,0.0014364799,0.0004385158,0.00009414705,0.000039968636,0.010765275],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99772197,0.0014514697,0.00006605515,0.00020225275,0.00020097605,0.00035725566],"domain_scores_gemma":[0.99540436,0.0025939813,0.0008622568,0.00011199317,0.0004612767,0.00056617387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041235806,0.0008989011,0.00064445013,0.00424111,0.0037338592,0.01151408,0.001730452,0.0040146094,0.0062286584],"category_scores_gemma":[0.003855673,0.0004246736,0.00056792545,0.004145094,0.020860102,0.010777626,0.0044211037,0.0050344337,0.00027611788],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022403314,0.00020787913,0.011358867,0.00042775215,0.00001566399,0.00048776905,0.039250042,0.00021290343,0.00009861774,0.9201369,0.0023027773,0.025478357],"study_design_scores_gemma":[0.000037719827,0.00023616254,0.03530275,0.006139521,0.0000992373,0.0020394714,0.36484274,0.0023388432,0.00027124805,0.38610727,0.20248452,0.00010042958],"about_ca_topic_score_codex":0.015674299,"about_ca_topic_score_gemma":0.021808483,"teacher_disagreement_score":0.015674299,"about_ca_system_score_codex":0.0066660545,"about_ca_system_score_gemma":0.0092898905,"threshold_uncertainty_score":0.04836577},"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":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00424634,0.10064159,0.031098958,0.52615696,0.15989998,0.0000672911,0.0003475319,0.00032722813,0.17721404],"genre_scores_gemma":[0.20384921,0.14011902,0.02871399,0.22983755,0.19656447,0.0003171316,0.00068871304,0.0013820282,0.19852798],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99534637,0.0020727504,0.00020151043,0.0007375206,0.001315721,0.00032610507],"domain_scores_gemma":[0.98408544,0.010878691,0.0004352647,0.0012951382,0.0023397559,0.0009656604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00739505,0.0010818487,0.0007244711,0.0035785032,0.0049972273,0.007565202,0.0016480193,0.005035662,0.012964917],"category_scores_gemma":[0.021846361,0.00027957532,0.0007065264,0.0025596654,0.010859711,0.011704857,0.006321588,0.011608343,0.0062756687],"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":[0.000045278608,0.000035502053,0.00021841134,0.00046121413,0.00002319804,0.00021876988,0.0035888988,0.00013476262,0.0001323676,0.70885485,0.25416267,0.03212409],"study_design_scores_gemma":[0.000005355927,0.000014444918,0.00014788436,0.0005817778,0.0000073136084,0.00015649,0.00069455296,0.00012014488,0.00013410265,0.11063491,0.88748616,0.000016834098],"about_ca_topic_score_codex":0.0017567882,"about_ca_topic_score_gemma":0.0025460941,"teacher_disagreement_score":0.012964917,"about_ca_system_score_codex":0.0038826447,"about_ca_system_score_gemma":0.004692451,"threshold_uncertainty_score":0.043371916},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0055122063,0.032531705,0.0617628,0.06324301,0.0045907507,0.00016859236,0.00068284076,0.00051139435,0.8309967],"genre_scores_gemma":[0.4530481,0.06744624,0.098865025,0.043517336,0.006561003,0.0011457257,0.0022864505,0.0007096416,0.32642052],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9976447,0.0009219012,0.0001484378,0.0005297715,0.0006163893,0.00013881258],"domain_scores_gemma":[0.99760973,0.0008789691,0.00014626955,0.00078375736,0.00037160973,0.00020965016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027586964,0.0007211459,0.0005332238,0.0011762908,0.0022197214,0.006082423,0.0013355801,0.0031756172,0.021625843],"category_scores_gemma":[0.0053876457,0.00027268342,0.0005485788,0.00078605156,0.009325202,0.0067043807,0.0044188295,0.0031161488,0.007475902],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069036305,0.000011030561,0.00021793813,0.00014146655,0.000010592388,0.000052601383,0.00051148713,0.0004119328,0.00016298436,0.9504874,0.021990487,0.025995355],"study_design_scores_gemma":[0.0000044972962,0.000016319325,0.00013640411,0.00022352711,0.0000042813713,0.00015127487,0.00025969552,0.00033429023,0.00015289523,0.34488174,0.6538242,0.000010909067],"about_ca_topic_score_codex":0.001170801,"about_ca_topic_score_gemma":0.0010679094,"teacher_disagreement_score":0.021625843,"about_ca_system_score_codex":0.0021468173,"about_ca_system_score_gemma":0.0021242292,"threshold_uncertainty_score":0.072345674},"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":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008159569,0.024525484,0.0004942282,0.058791257,0.8370278,0.00017620147,0.0020441154,0.00034996463,0.075774975],"genre_scores_gemma":[0.0033158727,0.019773822,0.00034119448,0.012134408,0.71784556,0.00016227206,0.0018348,0.00037751143,0.24421465],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829656,0.00013848636,0.00019459634,0.00024055282,0.00081988703,0.00030999258],"domain_scores_gemma":[0.98910683,0.0022356263,0.00084916933,0.00060899067,0.0042680576,0.0029314074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023851024,0.0028088358,0.0029544272,0.008411951,0.0037647681,0.010580633,0.0024743078,0.006827864,0.14440289],"category_scores_gemma":[0.006847967,0.00089520955,0.0014873397,0.005133916,0.0015694032,0.004775526,0.0032136661,0.0045396644,0.05247239],"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":[0.000021119075,0.000025810663,0.00015430585,0.000111967245,0.0000036021688,0.000038351198,0.000014742702,0.000020774052,0.00008476779,0.00040492203,0.98931086,0.009808848],"study_design_scores_gemma":[0.000013466067,0.000037482696,0.002814016,0.00033603693,0.000013635316,0.00012096874,0.00010020545,0.00010957137,0.00009344691,0.00093272584,0.9954122,0.00001640818],"about_ca_topic_score_codex":0.0059901797,"about_ca_topic_score_gemma":0.019008515,"teacher_disagreement_score":0.14440289,"about_ca_system_score_codex":0.0030001027,"about_ca_system_score_gemma":0.0053083943,"threshold_uncertainty_score":0.4830758},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.055052914,0.008132022,0.18293062,0.08930943,0.0006996329,0.00015972287,0.00008179869,0.00012024902,0.6635136],"genre_scores_gemma":[0.9542594,0.003828289,0.01531404,0.0027339165,0.00041682195,0.00035138376,0.000033937336,0.0000745256,0.02298785],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.990647,0.005361404,0.00022702441,0.00071586686,0.0022878526,0.0007609063],"domain_scores_gemma":[0.98396075,0.011506419,0.0009641504,0.0019436054,0.0011529634,0.0004720696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062235007,0.0008243557,0.00042956704,0.0025416648,0.0033624375,0.01096074,0.0023020501,0.0053346064,0.008113024],"category_scores_gemma":[0.012360001,0.00042950912,0.000933602,0.0021628293,0.038171902,0.015412725,0.005047703,0.0042851614,0.0008916839],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025035529,0.000004352845,0.000110304616,0.000024871719,0.0000019723025,0.000017632132,0.0006071205,0.0003640273,0.000023483684,0.9971848,0.00038701767,0.0012718876],"study_design_scores_gemma":[0.000013151093,0.00002588114,0.0003065919,0.0002010508,0.000012078519,0.00018766733,0.002294379,0.0031631724,0.00031889603,0.91379553,0.07966766,0.000013896206],"about_ca_topic_score_codex":0.0020238275,"about_ca_topic_score_gemma":0.001899888,"teacher_disagreement_score":0.01096074,"about_ca_system_score_codex":0.00954738,"about_ca_system_score_gemma":0.0039684004,"threshold_uncertainty_score":0.069271445},"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":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011393949,0.011050791,0.006988466,0.8091616,0.014833041,0.000021264663,0.00008833994,0.00019051427,0.14627214],"genre_scores_gemma":[0.51494265,0.017696999,0.009328337,0.22055541,0.031331472,0.00021124445,0.00016592235,0.00067123614,0.20509683],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9962424,0.0015461321,0.00011677837,0.00062645826,0.0008803356,0.0005879189],"domain_scores_gemma":[0.9873968,0.0035324506,0.0007694067,0.0012436338,0.0017553841,0.0053023836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010935486,0.0005736836,0.00050424464,0.0012883579,0.0066832053,0.017836839,0.0017526555,0.009283201,0.058528304],"category_scores_gemma":[0.018375004,0.00034332598,0.00035497468,0.00085655507,0.015100821,0.035959892,0.010807754,0.014898676,0.009858026],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003418764,0.000035336572,0.00025622913,0.000070944785,0.00000194562,0.000039862698,0.0014295361,0.00004891095,0.00016013626,0.8828162,0.09399953,0.02110715],"study_design_scores_gemma":[0.00000889195,0.000043528114,0.00064779277,0.00028335446,0.0000032657015,0.00007059356,0.0032366624,0.00015426024,0.00026852632,0.17724717,0.81801784,0.000018118779],"about_ca_topic_score_codex":0.001586907,"about_ca_topic_score_gemma":0.0027721622,"teacher_disagreement_score":0.058528304,"about_ca_system_score_codex":0.0061663846,"about_ca_system_score_gemma":0.005669505,"threshold_uncertainty_score":0.19579667},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018541332,0.012095539,0.0030272466,0.22600134,0.1157715,0.00029679557,0.0004159508,0.00058376533,0.6232665],"genre_scores_gemma":[0.1132845,0.005534147,0.0017148468,0.032338984,0.020581935,0.00067842845,0.00039458106,0.00038123463,0.8250914],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963284,0.0011047827,0.00008386621,0.00031465024,0.0011113717,0.0010569845],"domain_scores_gemma":[0.9963142,0.0007642171,0.00017939348,0.000114853,0.0008152515,0.0018121452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049009365,0.00086762005,0.00039471613,0.0011240814,0.007565253,0.0070827166,0.0017098726,0.0072581484,0.12045206],"category_scores_gemma":[0.009824743,0.00030476754,0.00052277016,0.0008608851,0.0014826956,0.0035562858,0.00581868,0.008654853,0.029997574],"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":[0.00012165094,0.00025975672,0.0005502494,0.00022208087,0.0000040125424,0.00034752762,0.0033568696,0.00012016248,0.00089051237,0.016461099,0.9252838,0.052382298],"study_design_scores_gemma":[0.00000744006,0.000038758226,0.00076287927,0.00013589227,0.0000014235887,0.000037791095,0.0016830973,0.000033264696,0.00023243428,0.0010881962,0.99597067,0.00000819619],"about_ca_topic_score_codex":0.0028265978,"about_ca_topic_score_gemma":0.0072898953,"teacher_disagreement_score":0.12045206,"about_ca_system_score_codex":0.005859252,"about_ca_system_score_gemma":0.0066983663,"threshold_uncertainty_score":0.4029523},"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":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002228133,0.0041143233,0.00012539106,0.9605829,0.028093802,0.0000047712165,0.000015211153,0.00001924066,0.0068216217],"genre_scores_gemma":[0.010275058,0.0050579035,0.0003121643,0.93309563,0.01769849,0.000024158182,0.000028331777,0.000058160196,0.033450123],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99511814,0.0019121357,0.000217095,0.00056204246,0.0011169035,0.0010737285],"domain_scores_gemma":[0.991859,0.0037881262,0.0004469609,0.00025201315,0.0022517517,0.001402173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043022325,0.0004946973,0.0006057679,0.0006191133,0.0065253302,0.010179915,0.0030121831,0.0136028705,0.011323978],"category_scores_gemma":[0.015870022,0.0002645976,0.00054747064,0.0007131358,0.007640492,0.008870634,0.003962125,0.036922406,0.0028131464],"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":[0.000011944826,0.000009426606,0.00009540749,0.0001142826,0.0000033322374,0.00010330117,0.0008110379,0.00001913867,0.000025404064,0.026284942,0.9649846,0.00753727],"study_design_scores_gemma":[0.000003388751,0.000006248067,0.00022330007,0.0003501432,0.0000026696148,0.000045479264,0.0028420303,0.000030807107,0.000068462716,0.004827391,0.9915897,0.000010404992],"about_ca_topic_score_codex":0.034255553,"about_ca_topic_score_gemma":0.06474433,"teacher_disagreement_score":0.034255553,"about_ca_system_score_codex":0.0085294135,"about_ca_system_score_gemma":0.013869269,"threshold_uncertainty_score":0.06811237},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10217695,0.04773697,0.028403081,0.3843677,0.005874741,0.000062865256,0.00005540394,0.00044566367,0.43087664],"genre_scores_gemma":[0.92143875,0.014052178,0.0068082856,0.013467543,0.0028826445,0.00009848668,0.000041610278,0.00016037548,0.041050192],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980464,0.0014107598,0.000029115408,0.00013301033,0.0002067345,0.00017390886],"domain_scores_gemma":[0.9935429,0.00418499,0.00042728806,0.00051146734,0.00038652838,0.00094666687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044805845,0.00033732387,0.0003042354,0.001134885,0.00622996,0.013768824,0.0010304,0.0032168634,0.0071105133],"category_scores_gemma":[0.0054993397,0.00019679322,0.0002720332,0.0008349852,0.026040735,0.020926662,0.0057359794,0.0042725913,0.0008595487],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030082352,0.00003780275,0.00066113553,0.00012941685,0.0000055410574,0.00018464407,0.05768842,0.00010778557,0.0002950477,0.8887772,0.011542522,0.040540416],"study_design_scores_gemma":[0.000010948203,0.00006167895,0.0011475331,0.00041293865,0.000008215715,0.00045251273,0.063574344,0.0009334469,0.00046387152,0.34143972,0.5914628,0.000032031043],"about_ca_topic_score_codex":0.000982416,"about_ca_topic_score_gemma":0.0012834027,"teacher_disagreement_score":0.013768824,"about_ca_system_score_codex":0.0027541548,"about_ca_system_score_gemma":0.0021280048,"threshold_uncertainty_score":0.023787022},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9788961,0.0022035001,0.0051639685,0.0026481925,0.000023676721,0.000028683775,0.00012508837,0.000019065214,0.01089174],"genre_scores_gemma":[0.9973068,0.00077008025,0.0013111493,0.00006312258,0.000005233168,0.000018585139,0.000025756615,0.0000024722399,0.0004967924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991775,0.00047514812,0.000029725488,0.00010488999,0.00009843715,0.00011421654],"domain_scores_gemma":[0.9980203,0.0010420159,0.00055650657,0.00010114248,0.00009255792,0.00018749354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011826808,0.00040187428,0.0002235762,0.0009819032,0.00089555717,0.002655146,0.00054134865,0.00067290344,0.002673817],"category_scores_gemma":[0.00363258,0.00020463564,0.00028035368,0.00073490513,0.0015925681,0.0013696372,0.0021370263,0.0011831811,0.0000917758],"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":[0.00006934505,0.00042982263,0.8526417,0.00012629738,0.00013290039,0.0018880154,0.045560796,0.0012435974,0.0005779551,0.05569093,0.000647155,0.04099152],"study_design_scores_gemma":[0.0000132897485,0.00029286175,0.8836381,0.00031418566,0.0001609974,0.002249977,0.06777262,0.0038457657,0.00077866996,0.029829212,0.011050911,0.000053367363],"about_ca_topic_score_codex":0.0075688297,"about_ca_topic_score_gemma":0.009739286,"teacher_disagreement_score":0.0075688297,"about_ca_system_score_codex":0.0015580233,"about_ca_system_score_gemma":0.001358101,"threshold_uncertainty_score":0.015049577},"labels":[],"label_agreement":null}]}