{"meta":{"query_hash":"6fa2f38cab3c","filters":{"venue":"Journal of Global Academy of Marketing Science"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/6fa2f38cab3c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Global+Academy+of+Marketing+Science"},"results":[{"id":"W2043685991","doi":"10.1080/12297119.2010.9707349","title":"If This Brand Were a Person, or Anthropomorphism of Brands Through Packaging Stories","year":2010,"lang":"en","type":"article","venue":"Journal of Global Academy of Marketing Science","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":21,"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":"Meaning (existential); Product (mathematics); Advertising; Psychology; Perception; Marketing; Order (exchange); Personality psychology; Consumer behaviour; Social psychology; Business; Personality","score_opus":0.03567027875740421,"score_gpt":0.3144445858241988,"score_spread":0.2787743070667946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043685991","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":[0.9198363,0.0010500296,0.008236708,0.0031773378,0.00010433442,0.000048050137,0.00007189904,0.00003487414,0.06744053],"genre_scores_gemma":[0.9958014,0.00021875965,0.0011320678,0.00022958437,0.000018391207,0.000012540578,0.000020541642,0.00001664546,0.0025499498],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9975037,0.0017983862,0.00006647037,0.0002131011,0.00027456196,0.00014374986],"domain_scores_gemma":[0.9968432,0.001982567,0.0004367414,0.00035596997,0.00018734994,0.00019413728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024014362,0.00039906034,0.0002012738,0.0005684911,0.0020259859,0.004408259,0.0005377685,0.0011197953,0.004416418],"category_scores_gemma":[0.0065342425,0.00030114216,0.00028263408,0.00042310377,0.009573134,0.0067587593,0.0031569505,0.0015023964,0.00029633913],"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":[0.00007682855,0.000041827083,0.00811801,0.00013339173,0.000015636931,0.0008877772,0.949251,0.00006025226,0.0023852775,0.026781049,0.0009015307,0.011347477],"study_design_scores_gemma":[0.0000146525945,0.00019212197,0.017445896,0.00030429682,0.00007153766,0.0025226746,0.86465627,0.0004944862,0.0027181287,0.019753095,0.09177306,0.00005376534],"about_ca_topic_score_codex":0.00074353034,"about_ca_topic_score_gemma":0.00088866014,"teacher_disagreement_score":0.004416418,"about_ca_system_score_codex":0.00093557744,"about_ca_system_score_gemma":0.0003486699,"threshold_uncertainty_score":0.0147743225},"labels":[],"label_agreement":null},{"id":"W2047966077","doi":"10.1080/12297119.2011.9711013","title":"Ethnic Identity's Relationship to Materialism and Consumer Ethnocentrism: Contrasting Consumers in Developed and Emerging Economies","year":2011,"lang":"en","type":"article","venue":"Journal of Global Academy of Marketing Science","topic":"Consumer Behavior in Brand Consumption and Identification","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":true,"ca_institutions":"Carleton University; Concordia University","funders":"","keywords":"Globalization; Consumer ethnocentrism; Ethnic group; Ethnocentrism; Materialism; Cultural globalization; Political economy; Development economics; Sociology; Political science; Economy; Economic geography; Economics; Law","score_opus":0.07957984855049371,"score_gpt":0.32316298785615827,"score_spread":0.24358313930566455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047966077","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":[0.99756455,0.000043767326,0.000049446116,0.00009207908,0.0000019543713,0.0000043192517,0.000007159874,2.6720338e-7,0.0022364785],"genre_scores_gemma":[0.9997589,0.000041455904,0.000025571997,0.000018672758,0.0000024753444,0.0000029056798,0.0000071299337,6.2556074e-7,0.00014227253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991357,0.00041608614,0.000047556816,0.000065405286,0.00016681051,0.00016845457],"domain_scores_gemma":[0.99558973,0.0022814767,0.0011305282,0.00017596217,0.0004935428,0.0003287732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026295935,0.0001600854,0.00025672404,0.0013998721,0.0015548939,0.0023796388,0.00035643642,0.00047574818,0.00276228],"category_scores_gemma":[0.004781558,0.00014811757,0.00035018646,0.0011044182,0.0036307357,0.0013087415,0.002845877,0.00089503214,0.00013797119],"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":[0.00015686323,0.00010630126,0.8064348,0.000052810665,0.00004518721,0.0002395641,0.18511188,0.000053482938,0.00045159966,0.002395761,0.000115876355,0.0048359507],"study_design_scores_gemma":[0.000004939268,0.000043748994,0.5617076,0.00005630236,0.00001986569,0.00012377977,0.43589684,0.00020074738,0.00020148657,0.00074942707,0.00098242,0.000012816546],"about_ca_topic_score_codex":0.010055297,"about_ca_topic_score_gemma":0.013100862,"teacher_disagreement_score":0.010055297,"about_ca_system_score_codex":0.0009956141,"about_ca_system_score_gemma":0.00063983933,"threshold_uncertainty_score":0.019993544},"labels":[],"label_agreement":null},{"id":"W2081980791","doi":"10.1080/12297119.2010.9730185","title":"Investigating the Moderating Impact of Hedonism on Online Consumer Behavior","year":2010,"lang":"en","type":"article","venue":"Journal of Global Academy of Marketing Science","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Hedonism; Pleasure; Advertising; Perception; Product (mathematics); Psychology; Atmospherics; Entertainment; Social psychology; Dominance (genetics); Marketing; Business; Mathematics","score_opus":0.03477846728188228,"score_gpt":0.3352126079089911,"score_spread":0.3004341406271088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081980791","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":[0.9989496,0.0000216874,0.00023285841,0.000028637332,0.0000031529396,0.000010498478,0.000039401166,0.0000034434397,0.0007107967],"genre_scores_gemma":[0.9993424,0.000022159356,0.0003431393,0.000015082991,0.0000031551542,0.000014999035,0.000054369575,0.0000016489947,0.00020314654],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864286,0.00084841327,0.000055532393,0.00017446178,0.00015418841,0.00012461872],"domain_scores_gemma":[0.9800432,0.0153682325,0.0019526586,0.00082426704,0.00082041835,0.0009912295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027565565,0.0005213619,0.00038004518,0.0007879944,0.0004909664,0.0017429696,0.0003581663,0.000634689,0.006080841],"category_scores_gemma":[0.010322832,0.0003362949,0.00080345705,0.00073326466,0.00052749075,0.0008163063,0.0010980823,0.0010932497,0.0002907052],"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":[0.00045416044,0.0011466767,0.98463976,0.000059832855,0.0003131271,0.00012617871,0.0010154155,0.0009009021,0.0022527634,0.0008863595,0.00016883,0.00803606],"study_design_scores_gemma":[0.00002482996,0.0005249146,0.9878982,0.000027861463,0.0001793801,0.000040717732,0.0009805929,0.00860603,0.00089808175,0.00052448356,0.00027781742,0.000017086031],"about_ca_topic_score_codex":0.0030790325,"about_ca_topic_score_gemma":0.0031236336,"teacher_disagreement_score":0.006080841,"about_ca_system_score_codex":0.0006450305,"about_ca_system_score_gemma":0.00054453005,"threshold_uncertainty_score":0.02034241},"labels":[],"label_agreement":null}]}