{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":47,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":47,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"b3bcb4dd5041","filters":{"venue":"Marketing Intelligence & Planning"}},"results":[{"id":"W1578528574","doi":"10.1108/02634501211231883","title":"Innovative mobile marketing via smartphones","year":2012,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":283,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Marketing; Business; Originality; Advertising; Marketing research; Digital marketing; Mobile marketing; Marketing mix; Qualitative research; Sociology","authors":[{"name":"Ajax Persaud","is_ca":true},{"name":"Irfan Azhar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1075944994147126,"gpt":0.3983676454789685,"spread":0.2907731460642559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02327522,0.0003353634,0.000418221,0.0007281018,0.0005310953,0.0002299717,0.00112302,0.0002754656,0.002069692],"category_scores_gemma":[0.01318765,0.0002838402,0.0001220105,0.002572366,0.0002448571,0.0007041797,0.0004709079,0.0007138799,0.001100217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008327684,"about_ca_system_score_gemma":0.00004678493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001338107,"about_ca_topic_score_gemma":0.000001990973,"domain_scores_codex":[0.9950551,0.001028892,0.001187216,0.0006714276,0.001088564,0.0009687468],"domain_scores_gemma":[0.9924997,0.005386047,0.0006025559,0.0007388479,0.0005674425,0.0002053769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000133264,0.00006684066,0.804404,0.000006179014,0.00001268807,0.00001359221,0.001478529,0.0001613825,0.001036384,0.000131409,0.00293283,0.1896229],"study_design_scores_gemma":[0.0001247866,0.00006414312,0.9176124,0.0002264938,0.00001795729,0.0001456997,0.01602824,0.002249936,0.005310591,0.0007948279,0.05670851,0.0007164021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9307357,0.0008210106,0.0562862,0.0001704232,0.001332189,0.0002620586,0.000006643751,0.0004210536,0.00996471],"genre_scores_gemma":[0.989511,0.00001276073,0.008059304,0.0002845492,0.0002276109,0.00006350388,0.00000714297,0.00003274513,0.001801442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1889065,"threshold_uncertainty_score":0.9999614,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2573244815","doi":"10.1108/mip-08-2015-0163","title":"Demographics, attitudes, and technology readiness","year":2017,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":162,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Demographics; Psychology; Consistency (knowledge bases); Test (biology); Originality; Marketing; Social psychology; Cross-cultural; Value (mathematics); Business; Sociology; Creativity; Demography; Statistics; Mathematics","authors":[{"name":"José I. Rojas‐Méndez","is_ca":true},{"name":"A. Parasuraman","is_ca":false},{"name":"Nicolas Papadopoulos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1170851603451828,"gpt":0.4214300597337913,"spread":0.3043448993886085,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.005260406,0.0001969861,0.0003015415,0.0007797439,0.001324247,0.0006788293,0.001878431,0.0003208354,0.000124736],"category_scores_gemma":[0.01429814,0.0001663167,0.00005305937,0.0004950528,0.0008771787,0.0003478895,0.0006992151,0.0005160323,0.00009021841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001574383,"about_ca_system_score_gemma":0.00002971248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001781016,"about_ca_topic_score_gemma":0.0000198896,"domain_scores_codex":[0.9977501,0.0001214692,0.0005419023,0.0006955442,0.0004924071,0.0003985719],"domain_scores_gemma":[0.9970114,0.0008224908,0.000479593,0.001293871,0.0002926178,0.0001000897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002272363,0.00001490104,0.9049066,0.000003983766,0.000007160747,0.00005093411,0.00006002609,0.000008656827,0.0002315451,0.001931574,0.0006198669,0.09214198],"study_design_scores_gemma":[0.00007482216,0.00003206964,0.9804875,0.000167745,0.000008575515,0.0001059851,0.00103187,0.0007031743,0.000581596,0.008763216,0.007787784,0.0002556175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848801,0.0006218418,0.007848656,0.002827401,0.0004483789,0.0001195555,0.000004268995,0.0003142225,0.002935522],"genre_scores_gemma":[0.9946604,0.00006729746,0.004081039,0.00007759108,0.00004181559,0.00001168729,0.000001178691,0.00001433766,0.001044661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09188636,"threshold_uncertainty_score":0.9999759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2484733404","doi":"10.1108/mip-05-2015-0090","title":"eWOM, eReferral and gender in the virtual community","year":2016,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":137,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of British Columbia","keywords":"Advertising; Structural equation modeling; Originality; Product (mathematics); Marketing; Sample (material); Psychology; Brand awareness; Service (business); Brand image; Brand engagement; Business; Social media; Computer science; Social psychology; Mathematics","authors":[{"name":"A. Mohammed Abubakar","is_ca":false},{"name":"Mustafa İlkan","is_ca":false},{"name":"Pınar Şahin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1160079607071862,"gpt":0.3624259361972156,"spread":0.2464179754900294,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01294799,0.0001267248,0.0001452639,0.00007436742,0.0009061565,0.0001933731,0.0005027418,0.00010468,0.00006408879],"category_scores_gemma":[0.01041785,0.00008191761,0.00003942623,0.0002588082,0.0005276961,0.0002335047,0.0001053853,0.0004010477,0.00001785127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007047565,"about_ca_system_score_gemma":0.000067607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006796744,"about_ca_topic_score_gemma":0.0004212458,"domain_scores_codex":[0.9956197,0.003088915,0.0002511764,0.0001818954,0.0003889003,0.0004694521],"domain_scores_gemma":[0.9914268,0.008173165,0.00008201524,0.0001799192,0.0000468282,0.00009127081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000180113,0.00008696882,0.2856444,0.00002767262,0.00001662878,0.00003340811,0.2980835,0.000008411597,0.00008993455,0.01632465,0.001329418,0.3981749],"study_design_scores_gemma":[0.0003048793,0.000154946,0.4460798,0.001117405,0.00002248913,0.00001357004,0.4741175,0.00006658463,0.0000582465,0.0311208,0.04614832,0.0007954967],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8254062,0.0001034563,0.0002658282,0.0008034722,0.0002180905,0.0001185519,0.000002631011,0.00006424262,0.1730175],"genre_scores_gemma":[0.998708,0.00007680871,0.00007880885,0.0003222892,0.0001826242,0.00001383293,0.000001106221,0.00001016386,0.0006064388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3973794,"threshold_uncertainty_score":0.9979178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2579554975","doi":"10.1108/mip-01-2016-0011","title":"Purchasing organic products: role of social context and consumer innovativeness","year":2017,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":120,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Originality; Marketing; Purchasing; Product (mathematics); Value (mathematics); Context (archaeology); Social identity theory; Structural equation modeling; Business; Social influence; Consumer behaviour; Promotion (chess); Psychology; Empirical research; Social psychology; Social group; Creativity","authors":[{"name":"Ajax Persaud","is_ca":true},{"name":"Sandra Schillo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01906355660270232,"gpt":0.2557117476178591,"spread":0.2366481910151568,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001668578,0.0002199575,0.0002968009,0.0001498789,0.0009540489,0.0004184413,0.0004519823,0.00008486083,0.0001487876],"category_scores_gemma":[0.003173193,0.0002275131,0.00003184493,0.0002395942,0.0006225136,0.001041661,0.000678305,0.0002047775,0.00001849015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006136655,"about_ca_system_score_gemma":0.00002565677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002606559,"about_ca_topic_score_gemma":0.00000793836,"domain_scores_codex":[0.9985555,0.00003626988,0.0004119273,0.0004048822,0.0002478969,0.0003435368],"domain_scores_gemma":[0.9985478,0.000156774,0.0006753004,0.0003424661,0.0002675627,0.00001012778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002109111,0.00006704569,0.8784082,0.000778372,0.00003524421,0.00001316692,0.0008862396,0.00003059534,0.01338228,0.002383789,0.00006033757,0.1037438],"study_design_scores_gemma":[0.0002393087,0.00001018241,0.9511491,0.0005375898,0.00005613136,0.000008882093,0.01232775,0.001448122,0.008072685,0.001773598,0.02383617,0.000540475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953429,0.0003329809,0.0004513477,0.0006581467,0.0001667421,0.0002731699,0.000001873764,0.00005520102,0.002717607],"genre_scores_gemma":[0.9991888,0.000006340947,0.0002137041,0.0001565532,0.0003164484,0.00001144739,0.000008270609,0.00003277871,0.00006559611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1032033,"threshold_uncertainty_score":0.9277713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071246637","doi":"10.1108/mip-11-2012-0136","title":"Perceived quality in higher education: an empirical study","year":2013,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":114,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec; Université du Québec en Outaouais","funders":"","keywords":"SERVQUAL; Quality (philosophy); Originality; Higher education; Marketing; Empathy; Sample (material); Empirical research; Psychology; Test (biology); Public university; Value (mathematics); Service quality; Business; Social psychology; Political science; Creativity; Mathematics; Statistics; Service (business)","authors":[{"name":"Cristina Calvo-Porral","is_ca":false},{"name":"Jean-Pierre Lévy-Mangín","is_ca":true},{"name":"Isabel Novo‐Corti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1131366227349109,"gpt":0.3746100140278631,"spread":0.2614733912929522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002884891,0.0002439872,0.000291095,0.0002977533,0.0002336568,0.0005841532,0.0004876061,0.00009804031,0.005055639],"category_scores_gemma":[0.0003205529,0.0002376407,0.00005668105,0.0007155113,0.00004384044,0.001507024,0.0001847518,0.0003763423,0.0007850669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006247091,"about_ca_system_score_gemma":0.00004542321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006682561,"about_ca_topic_score_gemma":0.0003383841,"domain_scores_codex":[0.9977397,0.0002634847,0.000662073,0.0005386908,0.0003640345,0.0004319818],"domain_scores_gemma":[0.9988173,0.0003109706,0.0002198976,0.000409968,0.0002039364,0.00003793783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006705472,0.0006692499,0.9813222,0.0001246775,0.000009420616,0.000006577582,0.001731924,0.0002335828,0.0000436768,0.0002499647,0.001083198,0.0144585],"study_design_scores_gemma":[0.00009996296,0.00001625339,0.9665171,0.0001409146,0.00001271574,8.838355e-7,0.02345294,0.001989772,0.000001631366,0.0006517192,0.006787175,0.0003289286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655894,0.00006880091,0.00003742593,0.001264614,0.0005799861,0.0004663589,3.55934e-7,0.0001728835,0.03182016],"genre_scores_gemma":[0.9932539,0.000001007288,0.0001963983,0.004376824,0.0009874622,0.0001009331,0.00002247359,0.00002618317,0.001034858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0307853,"threshold_uncertainty_score":0.999993,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3119385073","doi":"10.1108/mip-08-2020-0346","title":"Factors affecting customer satisfaction on online shopping holiday","year":2021,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":105,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Université du Québec à Chicoutimi","funders":"","keywords":"Marketing; Business; Customer satisfaction; Advertising; Service quality; Originality; Product (mathematics); China; Quality (philosophy); Service (business); Psychology","authors":[{"name":"Shian-Yang Tzeng","is_ca":false},{"name":"Myriam Ertz","is_ca":true},{"name":"Myung‐Soo Jo","is_ca":true},{"name":"Emine Sarigöllü","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07436974215567006,"gpt":0.3088131508505844,"spread":0.2344434086949144,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001657136,0.0003766316,0.0003626398,0.000361055,0.0006197498,0.000565394,0.0002489562,0.0001525813,0.0008490428],"category_scores_gemma":[0.00170848,0.000369273,0.0001697311,0.0009966491,0.0000411824,0.0008011034,0.0002272316,0.0006374543,0.0003441496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009571877,"about_ca_system_score_gemma":0.00003457155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004092816,"about_ca_topic_score_gemma":0.0002621848,"domain_scores_codex":[0.9975811,0.0001266105,0.0005440458,0.0006454696,0.0004923899,0.0006104147],"domain_scores_gemma":[0.9980544,0.0009673873,0.0003573975,0.0003619653,0.0002219937,0.00003686806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001795933,0.0001901619,0.901176,0.0008091746,0.0001009545,0.0001568131,0.001382437,0.01201201,0.001763302,0.001377688,0.001335385,0.07951652],"study_design_scores_gemma":[0.000239192,0.00002106323,0.9172358,0.00231796,0.0001237421,0.00001673842,0.0321364,0.01186893,0.002209725,0.0002258977,0.0323277,0.001276847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763404,0.0001393489,0.001606444,0.0003211136,0.001225872,0.0001402038,0.000004871656,0.0003875858,0.01983413],"genre_scores_gemma":[0.9956713,0.000009210764,0.0003163606,0.002227859,0.001270528,0.000004845199,0.0001129199,0.00005460076,0.0003324065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07823967,"threshold_uncertainty_score":0.9998759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073548009","doi":"10.1108/02634501111138572","title":"Segmenting the online consumer market","year":2011,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"The Internet; Market segmentation; Marketing; Exploit; Upload; Advertising; Business; Sample (material); Empirical research; Mainstream; Consumer behaviour; Resource (disambiguation); Digital marketing; Online advertising; Computer science; World Wide Web","authors":[{"name":"Muhammad Aljukhadar","is_ca":true},{"name":"Sylvain Sénécal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0885678108263531,"gpt":0.3275795903677157,"spread":0.2390117795413626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008590245,0.0002088053,0.0002141376,0.00008599586,0.001407528,0.0002349793,0.000737432,0.000133676,0.00137896],"category_scores_gemma":[0.009323775,0.0001716512,0.0001223806,0.0004720272,0.0006576761,0.0002452759,0.0001563304,0.000430548,0.00007053906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007690384,"about_ca_system_score_gemma":0.000143664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009072107,"about_ca_topic_score_gemma":0.0002086702,"domain_scores_codex":[0.9966478,0.001182975,0.0004441052,0.0003635318,0.0005688214,0.0007928199],"domain_scores_gemma":[0.9961185,0.003044669,0.0002364755,0.0002652505,0.0001526627,0.0001824252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004262968,0.0002483493,0.3377018,0.00007153508,0.0001407248,0.0001179443,0.1560783,0.00001637106,0.00004117058,0.005063445,0.0187983,0.4812957],"study_design_scores_gemma":[0.0002238934,0.00009613781,0.1411907,0.001709962,0.0001371123,0.00001911479,0.3825396,0.001143814,0.0003011362,0.005026166,0.4661044,0.001508032],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2301088,0.0005484991,0.0006340911,0.0003741087,0.001048023,0.0002708961,0.000008012173,0.00030221,0.7667053],"genre_scores_gemma":[0.9894214,0.0001518286,0.002137967,0.0004457988,0.0004999404,0.00002037776,0.00000532661,0.00003051427,0.00728681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7594185,"threshold_uncertainty_score":0.9998925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2762477641","doi":"10.1108/mip-05-2017-0091","title":"Sport participation from sport events: why it doesn’t happen?","year":2017,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; University of Ottawa","funders":"","keywords":"Leverage (statistics); Event (particle physics); Distrust; Public relations; Context (archaeology); Club; Marketing; Action (physics); Sport management; Sports marketing; Psychology; Business; Political science; Computer science; Relationship marketing; Medicine","authors":[{"name":"Marijke Taks","is_ca":true},{"name":"Bowling Green","is_ca":false},{"name":"Laura Misener","is_ca":true},{"name":"Laurence Chalip","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08035100592451763,"gpt":0.3962131639224838,"spread":0.3158621579979662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004188514,0.0002288436,0.0003122452,0.00008962452,0.002017395,0.0003558539,0.0008513067,0.0001734723,0.001296805],"category_scores_gemma":[0.001881008,0.0002296894,0.0001185899,0.0001212667,0.000221683,0.0007965261,0.0001307286,0.0002794703,0.0001964502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001335339,"about_ca_system_score_gemma":0.0001769304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009188254,"about_ca_topic_score_gemma":0.00158105,"domain_scores_codex":[0.9974563,0.00007593568,0.0005061764,0.0004658908,0.000723488,0.000772187],"domain_scores_gemma":[0.9981861,0.0002030927,0.0005974149,0.0005764549,0.0001196556,0.0003172926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001930536,0.00006573323,0.9636075,0.00001119543,0.00003573796,0.00009593859,0.0096899,0.0001188792,0.00004361046,0.001604065,0.003060929,0.02147342],"study_design_scores_gemma":[0.0001123809,0.00002835943,0.4738716,0.0006930924,0.0000581209,0.000001634932,0.004493082,0.0003246711,0.0005111663,0.001096514,0.5183671,0.0004423185],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9194556,0.0001089023,0.0008035381,0.001512431,0.001277192,0.0002778216,0.000006444488,0.0001369107,0.07642117],"genre_scores_gemma":[0.9949144,0.00008516258,0.0006037816,0.0006617607,0.0007522329,0.0000216042,0.00004838043,0.00002546142,0.002887219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5153061,"threshold_uncertainty_score":0.9996161,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042734631","doi":"10.1108/02634500910928380","title":"A cross‐cultural comparison of individualism's moderating effect on bonding and commitment in banking relationships","year":2009,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba","funders":"","keywords":"Individualism; Antecedent (behavioral psychology); Social psychology; Psychology; Context (archaeology); Sociology; Economics","authors":[{"name":"Satyabhusan Dash","is_ca":false},{"name":"Ed Bruning","is_ca":true},{"name":"Kalyan K. Guin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07856445183164192,"gpt":0.3514332083230046,"spread":0.2728687564913627,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004504984,0.0002457704,0.000387574,0.0003684933,0.0004985615,0.0005080635,0.0002179145,0.000113338,0.00003155416],"category_scores_gemma":[0.001182871,0.0002320278,0.00005874353,0.0005177208,0.00005808549,0.0007747115,0.0001089235,0.0005796304,0.00001007148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000507092,"about_ca_system_score_gemma":0.00000729171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001898961,"about_ca_topic_score_gemma":0.00003439275,"domain_scores_codex":[0.9980283,0.0001929017,0.0007032254,0.0003632287,0.0003467183,0.0003656012],"domain_scores_gemma":[0.9980647,0.001240939,0.0004262226,0.0001736045,0.00007595086,0.00001860455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002390709,0.00006818731,0.9549672,0.0002806352,0.00001185915,0.000008360254,0.003331799,0.0135434,0.000244185,0.005730842,0.00005017213,0.02152428],"study_design_scores_gemma":[0.0004474581,0.0001190345,0.8369846,0.003096236,0.00004670669,0.000004588141,0.005940238,0.1495776,0.0008630595,0.001593409,0.0007788029,0.0005482924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883796,0.0002642118,0.0004100036,0.0002707934,0.0001132042,0.0002541606,0.000001266483,0.00008404985,0.01022273],"genre_scores_gemma":[0.9987874,0.000001407613,0.0005382969,0.0004300549,0.0001674042,0.000009515703,0.0000268186,0.0000137389,0.00002538007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1360342,"threshold_uncertainty_score":0.9461818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2978047768","doi":"10.1108/mip-01-2019-0062","title":"X-Scale: a new scale to measure consumer xenocentrism","year":2019,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Conceptualization; Scale (ratio); Construct validity; Marketing; Construct (python library); Admiration; Consumer ethnocentrism; Reliability (semiconductor); Context (archaeology); Consumer behaviour; Originality; Validity; Developing country; Psychology; Social psychology; Computer science; Business; Psychometrics; Economics; Geography; Ethnocentrism; Artificial intelligence","authors":[{"name":"José I. Rojas‐Méndez","is_ca":true},{"name":"Sindy Chapa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03254903374364358,"gpt":0.2644567909589672,"spread":0.2319077572153237,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001204315,0.0002592145,0.0002572409,0.0003719649,0.000235096,0.0006226187,0.0004459844,0.0001081043,0.003320856],"category_scores_gemma":[0.0003038557,0.0002428482,0.0001076007,0.000659081,0.00003316393,0.0005889403,0.0001808184,0.0002650554,0.008097681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004838582,"about_ca_system_score_gemma":0.0000447804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003262455,"about_ca_topic_score_gemma":0.00005936196,"domain_scores_codex":[0.9979866,0.00003842595,0.0004768312,0.0005768025,0.0004527388,0.0004685584],"domain_scores_gemma":[0.9989243,0.0001401729,0.0002108906,0.0004314311,0.0002270207,0.00006623873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002129231,0.00003998959,0.4730305,0.00008680669,0.0000162171,0.000005234802,0.0002781746,0.00009183159,0.002974977,0.00004135067,0.01309798,0.510124],"study_design_scores_gemma":[0.0004842391,0.000007713847,0.482928,0.001123929,0.0001518955,0.00001581374,0.002085074,0.002959205,0.001639701,0.0001728,0.5073779,0.00105379],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784335,0.0005342694,0.004463132,0.0009176798,0.001700292,0.0007146755,0.000003443035,0.0003831202,0.01284986],"genre_scores_gemma":[0.9895773,0.00001526558,0.0007416931,0.00134888,0.0003749105,0.00002518818,0.00003195399,0.00004441006,0.007840384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5090703,"threshold_uncertainty_score":0.9975902,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2316176414","doi":"10.1108/mip-09-2014-0180","title":"Tourism, ecotourism and sport tourism: the framework for certification","year":2016,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Winnipeg","funders":"Great Barrier Reef Marine Park Authority","keywords":"Ecotourism; Tourism; Certification; Business; Marketing; Action (physics); Sustainable tourism; Value (mathematics); Originality; Geography; Qualitative research; Sociology; Computer science; Economics; Management","authors":[{"name":"Satyendra Singh","is_ca":true},{"name":"Tapas R. Dash","is_ca":false},{"name":"Irina Vashko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05635219426564692,"gpt":0.348736231765128,"spread":0.2923840374994811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005199833,0.0001483591,0.0001624455,0.00006969216,0.0008729969,0.0001392708,0.000340199,0.0001600838,0.0001770173],"category_scores_gemma":[0.003533744,0.00009417847,0.00007024808,0.0001791891,0.0002184477,0.0002163183,0.00004664012,0.0001590642,0.00001714476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008807723,"about_ca_system_score_gemma":0.0001215588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002289986,"about_ca_topic_score_gemma":0.00004625842,"domain_scores_codex":[0.9983866,0.0001026387,0.000305127,0.0003107298,0.000369731,0.0005252285],"domain_scores_gemma":[0.9972847,0.001975778,0.0002192821,0.0002337275,0.0001302497,0.0001563154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000630685,0.00008110294,0.210296,0.0000673285,0.00007882516,0.00003840305,0.02973747,0.00004344455,0.0008477838,0.07272546,0.02190587,0.6635476],"study_design_scores_gemma":[0.000115839,0.00006444051,0.06349192,0.0009781878,0.00005316772,0.000008440706,0.007668591,0.000129617,0.002425331,0.02514514,0.8994461,0.0004732397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9069055,0.0005695134,0.07060454,0.008261481,0.0008589905,0.000697723,0.000005819495,0.0001627809,0.01193361],"genre_scores_gemma":[0.9918109,0.0002355138,0.00347539,0.0002272963,0.0009505769,0.0000560715,0.000002495723,0.00002018273,0.003221559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8775402,"threshold_uncertainty_score":0.6714475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971600659","doi":"10.1108/02634500810902884","title":"Concept testing: the state of contemporary practice","year":2008,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Reliability (semiconductor); Product (mathematics); Originality; New product development; Computer science; Value (mathematics); Process (computing); Test (biology); Knowledge management; Validity; Marketing; Management science; Process management; Psychology; Business; Engineering; Creativity; Psychometrics","authors":[{"name":"Ling Peng","is_ca":false},{"name":"Adam Finn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07820637692994148,"gpt":0.2862092111802964,"spread":0.2080028342503549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003794106,0.0002076882,0.000209992,0.0001941935,0.0004557756,0.0001460682,0.0004922149,0.00003768962,0.0001024818],"category_scores_gemma":[0.009824534,0.0001668104,0.00006582993,0.00077538,0.0002103482,0.0009233099,0.0002369079,0.0002526308,0.00006147804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002117368,"about_ca_system_score_gemma":0.00006549429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005073357,"about_ca_topic_score_gemma":0.000001809995,"domain_scores_codex":[0.9982724,0.0001244587,0.0005546035,0.0003175359,0.0004082502,0.0003227304],"domain_scores_gemma":[0.9957958,0.002598488,0.0008163785,0.0003313656,0.0004432488,0.00001471588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001864784,0.0006061235,0.5073799,0.001290899,0.0003268304,0.0002881777,0.008866969,0.0137856,0.001455074,0.004450127,0.263441,0.1962445],"study_design_scores_gemma":[0.0005036342,0.0000803704,0.2242127,0.001668214,0.0001918133,0.00008699661,0.01512874,0.0417049,0.001025428,0.00225991,0.7117694,0.001367933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.484432,0.00119118,0.006376966,0.001893837,0.001162722,0.0007311251,0.000002149002,0.0003649194,0.5038451],"genre_scores_gemma":[0.9951564,0.00001542607,0.001450868,0.001499192,0.0005355343,0.0000202592,0.00001564707,0.00002932723,0.001277358],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5107244,"threshold_uncertainty_score":0.9985161,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043209671","doi":"10.1108/02634500110363763","title":"The export mode decision‐making process in small knowledge‐intensive firms","year":2001,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"International Business and FDI","field":"Business, Management and Accounting","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Intuition; Business; Internationalization; Decision process; Marketing; Process (computing); Mode (computer interface); Decision-making; Channel (broadcasting); Key (lock); Business decision mapping; Industrial organization; Decision support system; Process management; Computer science; Psychology","authors":[{"name":"Rod B. McNaughton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03671739134193226,"gpt":0.3119214826691277,"spread":0.2752040913271955,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001814839,0.0002694815,0.0002316347,0.0003378585,0.0005254539,0.0005943347,0.0006958962,0.00008919356,0.0001389554],"category_scores_gemma":[0.003712404,0.0002056678,0.00008771862,0.0008281649,0.00008209331,0.0005783472,0.000261925,0.0003492116,0.0001853867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007219105,"about_ca_system_score_gemma":0.00004118927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001535664,"about_ca_topic_score_gemma":0.000261029,"domain_scores_codex":[0.9980559,0.000025043,0.0006170803,0.0004444828,0.0002940085,0.0005634381],"domain_scores_gemma":[0.9974324,0.001090583,0.0003193033,0.0002478251,0.0008949783,0.00001493611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001108273,0.0001212131,0.6667402,0.0001845638,0.0000448199,0.0004353379,0.001707033,0.03848088,0.00004914834,0.006601285,0.002130977,0.2823963],"study_design_scores_gemma":[0.0003204058,0.00001510367,0.1609828,0.005137147,0.00003684767,0.00009006161,0.01728262,0.7297988,0.00005297242,0.02206245,0.0632017,0.001019126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9334338,0.0006638646,0.02037609,0.0003979266,0.001035138,0.0002702071,7.944305e-7,0.0001289547,0.04369323],"genre_scores_gemma":[0.9975349,0.00004292573,0.0003075769,0.0008058633,0.0008420285,0.00005011794,0.000009064319,0.00003934933,0.0003681558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6913179,"threshold_uncertainty_score":0.8386889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069984720","doi":"10.1108/02634501011066528","title":"The effect of customer orientation on frontline employees job outcomes in a new public management context","year":2010,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Job satisfaction; Business; Job attitude; Marketing; Structural equation modeling; Context (archaeology); Organizational commitment; Customer satisfaction; Job performance; Job design; Public sector; Psychology; Job analysis; Customer orientation; Service (business); Social psychology; Economics; Computer science","authors":[{"name":"Michel Rod","is_ca":true},{"name":"Nicholas J. Ashill","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0152024834157049,"gpt":0.2748467589430567,"spread":0.2596442755273518,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001386791,0.0001754439,0.000192041,0.0003073403,0.0002097019,0.0002424904,0.0002617331,0.00005761979,0.0003328014],"category_scores_gemma":[0.001138367,0.0001244569,0.0000577889,0.0004794689,0.00004943552,0.0003696416,0.00009163803,0.0002628009,0.0001888309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002932129,"about_ca_system_score_gemma":0.00001474778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002429563,"about_ca_topic_score_gemma":0.0003925675,"domain_scores_codex":[0.9987172,0.00004702677,0.000408716,0.0002360302,0.0003403837,0.0002506055],"domain_scores_gemma":[0.998812,0.0006808619,0.0002098884,0.0001934097,0.00008568738,0.00001819433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001435003,0.00001898925,0.9268227,0.00003517685,0.00001612624,0.000005132568,0.00007103756,0.0001017063,0.000132595,0.007229254,0.0007753626,0.06464847],"study_design_scores_gemma":[0.00036144,0.00002677359,0.9759441,0.0001228714,0.00003142743,9.786589e-7,0.000799783,0.0004136031,0.0005582175,0.0001253071,0.02142796,0.0001875357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896452,0.00003636098,0.0006661365,0.0006050451,0.0009236645,0.0003588618,9.593665e-7,0.00007782732,0.007685972],"genre_scores_gemma":[0.9984518,0.000005119279,0.000166673,0.0002645899,0.0001666242,0.00001763067,0.00001309937,0.00002362728,0.0008908753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06446093,"threshold_uncertainty_score":0.5075204,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2108238904","doi":"10.1108/eum0000000006218","title":"An investigation into UK firms’ use of trade missions","year":2001,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"International Business and FDI","field":"Business, Management and Accounting","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Business; Entrepreneurship; Marketing; Public policy; Longitudinal study; Industrial organization; Economics; Economic growth; Finance","authors":[{"name":"Martine Spence","is_ca":true},{"name":"Dave Crick","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0543845487103013,"gpt":0.2825472683217214,"spread":0.2281627196114202,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007683347,0.000170775,0.0001690589,0.0003047147,0.0002271196,0.0002708088,0.0002910467,0.00007744569,0.0004275099],"category_scores_gemma":[0.0008026572,0.000161987,0.00006070129,0.0005113395,0.00007719988,0.001251555,0.00007426556,0.0001522404,0.00003287121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002638918,"about_ca_system_score_gemma":0.00002056004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001193243,"about_ca_topic_score_gemma":0.00002893692,"domain_scores_codex":[0.9987212,0.0000294693,0.0004274664,0.0002802752,0.0003038515,0.0002377735],"domain_scores_gemma":[0.9990555,0.0002508004,0.0002984386,0.0002031713,0.0001673002,0.0000248028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001983445,0.00008356087,0.9334785,0.0001641978,0.00002724125,0.00005054503,0.0007406171,0.01584671,0.009454115,0.006920395,0.00202414,0.0310116],"study_design_scores_gemma":[0.0001922444,0.00003422735,0.6114384,0.001734972,0.00007302135,0.00002487649,0.002439305,0.3216968,0.002033786,0.00600672,0.05353262,0.0007930122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866686,0.00005662094,0.008939424,0.0006273564,0.000311138,0.0001197934,0.000001449699,0.00009896051,0.003176613],"genre_scores_gemma":[0.9958424,0.00001102359,0.002475365,0.0008897182,0.000521569,0.000008122902,0.00006702772,0.0000232667,0.0001614852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3220402,"threshold_uncertainty_score":0.6605639,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2921047566","doi":"10.1108/mip-08-2018-0340","title":"Companion shopping: the influence on mall brand experiences","year":2019,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Originality; Advertising; Business; Shopping mall; Marketing; Psychology; Social psychology","authors":[{"name":"Bill Merrilees","is_ca":false},{"name":"Dale Miller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03216339113769204,"gpt":0.2670663781036572,"spread":0.2349029869659652,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001374331,0.0002646732,0.0002393376,0.0001648515,0.0004804496,0.0005043366,0.0006238417,0.00005392434,0.0004790992],"category_scores_gemma":[0.0005475534,0.0001934862,0.00008178002,0.000426487,0.000139955,0.000709756,0.0003327548,0.0003100027,0.0008125631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000302389,"about_ca_system_score_gemma":0.00001219004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001096026,"about_ca_topic_score_gemma":0.00001290804,"domain_scores_codex":[0.9982743,0.00005001015,0.0003606379,0.0004465273,0.0004286302,0.0004399227],"domain_scores_gemma":[0.9986386,0.0006231258,0.0002433162,0.0003649805,0.0001167201,0.00001322833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009812226,0.00002078958,0.9780364,0.00006735211,0.00001593416,0.00001130112,0.0009856451,0.001128442,0.000354779,0.0005605886,0.0001947983,0.01852582],"study_design_scores_gemma":[0.0001615862,0.00002660795,0.9021656,0.001201565,0.00005391015,0.000009393932,0.02985085,0.008037431,0.00011833,0.00004297827,0.05764532,0.0006864607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793733,0.0002683671,0.0001057924,0.0004206087,0.0005924393,0.0003346549,4.10207e-7,0.0001693629,0.01873507],"genre_scores_gemma":[0.9985657,0.000008825518,0.00004569722,0.0008000847,0.0001380062,0.00005134907,0.000003413231,0.00002366971,0.0003632393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07587086,"threshold_uncertainty_score":0.9999654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3048671592","doi":"10.1108/mip-04-2020-0169","title":"Sponsorship in focus: a typology of sponsorship contexts and research agenda","year":2020,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Typology; Categorization; Situational ethics; Context (archaeology); Originality; Public relations; Empirical research; Value (mathematics); Sociology; Marketing; Business; Political science; Psychology; Qualitative research; Social psychology; Computer science","authors":[{"name":"Hsin‐Chen Lin","is_ca":true},{"name":"Patrick F. Bruning","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1891094588305043,"gpt":0.366965458681348,"spread":0.1778559998508437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009090202,0.0001370052,0.000225574,0.000477747,0.0001409271,0.0001520984,0.0002762162,0.00009304821,0.000418824],"category_scores_gemma":[0.007687719,0.0001463539,0.00004246903,0.000771285,0.000189932,0.0003228459,0.0001806973,0.0003812433,0.0001264859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001873834,"about_ca_system_score_gemma":0.00002526403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001814646,"about_ca_topic_score_gemma":0.00004817397,"domain_scores_codex":[0.9979731,0.000544726,0.0004888792,0.0003887035,0.0002691741,0.0003354491],"domain_scores_gemma":[0.9976422,0.001809347,0.0001754721,0.0001642696,0.0001820944,0.00002668487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0047715,0.00007651102,0.8431793,0.0004886214,0.00001687702,0.00007596765,0.001779983,0.00003845324,0.006208578,0.005071292,0.0005165344,0.1377764],"study_design_scores_gemma":[0.0002446531,0.00001204761,0.9814444,0.0004103735,0.0000227787,0.00000642957,0.003216086,0.001924451,0.0008787939,0.0007295564,0.01085785,0.0002525552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958489,0.0006573205,0.0001538341,0.001014083,0.000108111,0.0002312681,0.000001851263,0.00005605877,0.001928574],"genre_scores_gemma":[0.9993297,0.00003417201,0.0001025693,0.0002790581,0.000120671,0.00002034377,0.000007351242,0.00001696313,0.00008911401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1382651,"threshold_uncertainty_score":0.9203473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061432391","doi":"10.1108/02634501011029682","title":"“Lights, camera, action...!” Marketing film locations to Hollywood","year":2010,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Marketing; Digital marketing; Marketing research; Business; Originality; Marketing effectiveness; Return on marketing investment; Advertising; Marketing strategy; Marketing management; Marketing mix; Value (mathematics); Sociology; Computer science; Qualitative research","authors":[{"name":"Simon Hudson","is_ca":false},{"name":"Vincent Wing Sun Tung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03797577562610712,"gpt":0.347658218996975,"spread":0.3096824433708679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01026849,0.0003009657,0.0003097451,0.0002921573,0.002045442,0.0006629791,0.0007823822,0.000275084,0.0008417169],"category_scores_gemma":[0.02956024,0.0003311115,0.0001442434,0.000998189,0.0003539636,0.0004319865,0.0001572307,0.0008646292,0.0003568723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001385825,"about_ca_system_score_gemma":0.0003499177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007919023,"about_ca_topic_score_gemma":0.001256417,"domain_scores_codex":[0.9959708,0.0009568291,0.0005783223,0.0006469333,0.0008207633,0.001026324],"domain_scores_gemma":[0.993592,0.004872367,0.0002397587,0.0003952765,0.00033163,0.0005689543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006970171,0.0003272551,0.1300145,0.0001852927,0.0001344444,0.0001011424,0.07770427,0.001145364,0.004476834,0.01020324,0.04016637,0.7348443],"study_design_scores_gemma":[0.0001567483,0.00007715877,0.05740375,0.00110331,0.0000620658,0.000014489,0.09626353,0.0008933563,0.001206179,0.001161316,0.8401039,0.001554211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6063967,0.00009150417,0.002223442,0.002269588,0.003126001,0.0004469941,0.00001211067,0.0005413441,0.3848923],"genre_scores_gemma":[0.9841246,0.00004324587,0.004722214,0.0004728797,0.001494801,0.00007559347,0.00001353266,0.00004901768,0.009004096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7999375,"threshold_uncertainty_score":0.9999141,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2400472148","doi":"10.1108/mip-06-2015-0113","title":"Linking prestige perception with consumption experience, loyalty, and WOM","year":2016,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Prestige; Reputation; Loyalty; Psychology; Social psychology; Perception; Context (archaeology); Affect (linguistics); Originality; Institution; Value (mathematics); Consumer behaviour; Marketing; Sociology; Business; Creativity","authors":[{"name":"Riza Casidy","is_ca":false},{"name":"Walter Wymer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03918759116735154,"gpt":0.2771548089070995,"spread":0.237967217739748,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001263782,0.0002263674,0.0001890622,0.0002031123,0.0004201833,0.000351732,0.0002144146,0.00008959435,0.0005398502],"category_scores_gemma":[0.000230493,0.000160709,0.00003239653,0.0002376385,0.0001846323,0.001113604,0.0001665487,0.0001595966,0.0001833511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003613265,"about_ca_system_score_gemma":0.00001203192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001501404,"about_ca_topic_score_gemma":0.00004622726,"domain_scores_codex":[0.9984632,0.00004951893,0.0003235568,0.0004638719,0.0003023254,0.0003975008],"domain_scores_gemma":[0.9990717,0.0003451782,0.0002295295,0.000215306,0.0001086154,0.00002967552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002810562,0.00002112423,0.9267275,0.0003427388,0.00001063131,0.00001699361,0.001205017,0.00008664683,0.001125136,0.0005220403,0.00009868906,0.06956241],"study_design_scores_gemma":[0.0003925073,0.00003591743,0.9461566,0.004241701,0.00005655156,0.00003808946,0.005908395,0.007265928,0.0002284332,0.0005802644,0.0342181,0.0008775449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810686,0.000131151,0.01404146,0.000290369,0.0001700409,0.000174172,0.000001365162,0.0002349019,0.003887934],"genre_scores_gemma":[0.9976011,0.0000360395,0.0007990281,0.0007059497,0.0004732352,0.00002618812,0.000008186743,0.00002668806,0.0003236039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06868487,"threshold_uncertainty_score":0.6553524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2091199084","doi":"10.1108/02634500510603456","title":"Price as a variable in online consumer trade‐offs","year":2005,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Conjoint analysis; Marketing; Originality; Value (mathematics); Online and offline; Consumer behaviour; Business; Advertising; Computer science; Economics; Microeconomics; Creativity; Psychology","authors":[{"name":"Ted Karlsson","is_ca":false},{"name":"Leyland Pitt","is_ca":true},{"name":"Stavroula Spyropoulou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02958201113477392,"gpt":0.2784271575412925,"spread":0.2488451464065186,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002457598,0.0003338372,0.0003447924,0.0005296991,0.0002267707,0.0003453937,0.0004566205,0.0001342423,0.001831518],"category_scores_gemma":[0.001261985,0.0003526486,0.00008291673,0.001074009,0.00007221365,0.0009265384,0.0002242487,0.000560176,0.0003067275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007451059,"about_ca_system_score_gemma":0.00005763704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007435271,"about_ca_topic_score_gemma":0.00009602105,"domain_scores_codex":[0.9976311,0.00007098081,0.0006741631,0.0005471228,0.000347318,0.0007292724],"domain_scores_gemma":[0.9986095,0.0007199356,0.00025564,0.0003113496,0.00006814797,0.00003544051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000452383,0.0003362976,0.7206072,0.0002889753,0.00003594899,0.0001576325,0.0005672433,0.002852456,0.00145121,0.001557556,0.00253775,0.2691554],"study_design_scores_gemma":[0.000584777,0.00001828349,0.2771887,0.001763141,0.0001385962,0.00006570223,0.002522838,0.06090248,0.0002998955,0.0005729214,0.6545346,0.001408118],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8553458,0.001197984,0.001678768,0.000820135,0.000495228,0.0004071739,0.000004600583,0.0003550368,0.1396953],"genre_scores_gemma":[0.9932086,0.00003894048,0.003085403,0.002184535,0.0007010672,0.00002434955,0.00003867612,0.00005290019,0.0006655232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6519968,"threshold_uncertainty_score":0.9998925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1937632984","doi":"10.1108/02634501311324889","title":"Transferring knowledge for organisational customers by knowledge intensive business service marketing firms","year":2013,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Customer knowledge; Knowledge transfer; Business; Tacit knowledge; Knowledge management; Knowledge value chain; Customer advocacy; Body of knowledge; Marketing; Service (business); Absorptive capacity; Customer retention; Organizational learning; Service quality; Computer science","authors":[{"name":"Abdelkader Daghfous","is_ca":false},{"name":"Nicholas J. Ashill","is_ca":false},{"name":"Michel Rod","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03654479586757201,"gpt":0.2783268923314705,"spread":0.2417820964638985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003785697,0.0005900225,0.0005445497,0.0004487909,0.0008942339,0.0008027226,0.0008217887,0.0002452889,0.001247189],"category_scores_gemma":[0.002447023,0.0006089605,0.0001687669,0.001781642,0.0001015725,0.001669449,0.0003162194,0.0004730407,0.001244664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001425311,"about_ca_system_score_gemma":0.00009915588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008954355,"about_ca_topic_score_gemma":0.0001910108,"domain_scores_codex":[0.9966355,0.0001467713,0.0009525311,0.0008837672,0.0003622434,0.001019167],"domain_scores_gemma":[0.9940113,0.002255023,0.0003931111,0.0003801362,0.002882775,0.00007768912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004161627,0.001734868,0.1647913,0.03431129,0.001136522,0.00004680528,0.03308003,0.009875354,0.02248125,0.007214131,0.3172403,0.4039265],"study_design_scores_gemma":[0.001671806,0.00004659142,0.1025025,0.005951237,0.0004584994,0.00004137939,0.07886519,0.3047059,0.001425274,0.001250218,0.4988341,0.004247284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8815063,0.002633083,0.02765354,0.0053737,0.002905868,0.002703045,0.0000483513,0.001244857,0.0759313],"genre_scores_gemma":[0.99198,0.00001600732,0.000824567,0.003985551,0.001538877,0.0002701567,0.0003007997,0.0001252696,0.0009587809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3996792,"threshold_uncertainty_score":0.9996658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213175605","doi":"10.1108/mip-08-2021-0269","title":"Salesforce output control and customer-oriented selling behaviours","year":2022,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Autonomy; Marketing; Originality; Business; Control (management); Structural equation modeling; Sales management; Value (mathematics); Psychology; Computer science; Social psychology","authors":[{"name":"Fortune Edem Amenuvor","is_ca":false},{"name":"Richard Basilisco","is_ca":false},{"name":"Henry Boateng","is_ca":false},{"name":"Kwan Soo Shin","is_ca":false},{"name":"Dohyun Im","is_ca":true},{"name":"Kwasi Owusu-Antwi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02546697791611732,"gpt":0.2584293982579929,"spread":0.2329624203418756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003559971,0.000289756,0.0003180004,0.000376003,0.001244119,0.0002888427,0.0003894484,0.00006484381,0.0004481872],"category_scores_gemma":[0.0002641501,0.0003246081,0.00009420857,0.000703602,0.00007979199,0.0005292488,0.0004185979,0.000604908,0.00008482383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006682867,"about_ca_system_score_gemma":0.00002311369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007754753,"about_ca_topic_score_gemma":0.00002029542,"domain_scores_codex":[0.9976766,0.0001334815,0.0005148494,0.0005502926,0.0005331278,0.0005917111],"domain_scores_gemma":[0.9987863,0.0004347845,0.0003549588,0.0002684665,0.0001166,0.00003890832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001405015,0.0002788612,0.8717519,0.0006804686,0.0001395923,0.0002961152,0.003509111,0.04747183,0.0004559274,0.009651014,0.005709224,0.05865093],"study_design_scores_gemma":[0.001355874,0.00008572746,0.09656897,0.0006302427,0.000482482,0.0001456617,0.04182179,0.2666893,0.00007365637,0.0006979838,0.5890898,0.002358583],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730688,0.0008152336,0.009458096,0.0006988786,0.0009540028,0.0004243266,0.00001985173,0.0004623074,0.01409855],"genre_scores_gemma":[0.995598,0.000007460206,0.0002531591,0.002949878,0.0004711351,0.00005138966,0.00006566976,0.00004776092,0.0005555864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.775183,"threshold_uncertainty_score":0.9999206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1994064148","doi":"10.1108/02634500110363772","title":"Salespeople characteristics, sales managers’ activities and territory design as antecedents of sales organization performance","year":2001,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Brock University","funders":"","keywords":"Sales management; Business; Marketing; Multivariate analysis of variance; Sales force; Service (business); Personal selling; Sales promotion","authors":[{"name":"A. Tansu Barker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02882875924114388,"gpt":0.2504196629902868,"spread":0.2215909037491429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00123537,0.0002222414,0.0002740381,0.0002820938,0.0003023118,0.0002450742,0.000268368,0.00008716813,0.0001428607],"category_scores_gemma":[0.0004452381,0.0002348174,0.00003221721,0.0004236504,0.0001090721,0.000949458,0.0001885117,0.0001649643,0.00008872517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002820804,"about_ca_system_score_gemma":0.00001992845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001949058,"about_ca_topic_score_gemma":0.0000189856,"domain_scores_codex":[0.9986265,0.00006448332,0.0004209733,0.0003106916,0.000270755,0.000306594],"domain_scores_gemma":[0.9989483,0.000332901,0.0003817873,0.0001898366,0.0001269857,0.00002024116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002879348,0.00006127994,0.9770429,0.000899162,0.00003549769,0.00002793475,0.001196565,0.0002972638,0.001414801,0.0001842306,0.0002183591,0.01833408],"study_design_scores_gemma":[0.0001659319,0.0000359192,0.9661826,0.00153792,0.00007022813,0.00003802504,0.009032912,0.01500033,0.001473127,0.0001196472,0.005754183,0.0005891779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910024,0.0001802671,0.006531493,0.000101618,0.0002736847,0.0001652727,0.000002232766,0.0001408929,0.001602163],"genre_scores_gemma":[0.998284,0.0002886271,0.000444784,0.0003032235,0.0003541599,0.000005307846,0.00006636843,0.00003634142,0.0002171816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0177449,"threshold_uncertainty_score":0.9575574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2083115689","doi":"10.1108/mip-01-2013-0012","title":"Heterogeneous sources of customer-based brand equity within a product category","year":2013,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of Manitoba","funders":"","keywords":"Business; Construct (python library); Marketing; Brand equity; Originality; Product (mathematics); Context (archaeology); Formative assessment; Advertising; Computer science; Psychology; Creativity; Social psychology","authors":[{"name":"Luming Wang","is_ca":true},{"name":"Adam Finn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05144592751545284,"gpt":0.2884118774176231,"spread":0.2369659499021703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001332576,0.0002093741,0.0002315336,0.0003298511,0.0002401616,0.0004088204,0.00038087,0.00006070667,0.001150902],"category_scores_gemma":[0.0004719404,0.0002017601,0.00009683854,0.0003896203,0.0001281083,0.0005411223,0.0001504523,0.000179119,0.0004945259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002376138,"about_ca_system_score_gemma":0.00003358223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006625012,"about_ca_topic_score_gemma":0.00002430433,"domain_scores_codex":[0.9983031,0.00005287793,0.0005875549,0.0004005126,0.0003457869,0.0003101768],"domain_scores_gemma":[0.9987009,0.0001514618,0.0004854325,0.0003306304,0.0003080959,0.0000234633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002986974,0.0002395535,0.4689827,0.001009513,0.00005411364,0.00001640282,0.0005400409,0.007620637,0.02377977,0.0001943337,0.00165459,0.4956096],"study_design_scores_gemma":[0.001024257,0.00002953407,0.7864876,0.002127595,0.0004956435,0.00004990841,0.003943878,0.1013047,0.0846367,0.001430766,0.01600905,0.002460334],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995072,0.0003447064,0.0008473137,0.0001216234,0.0004200247,0.0003852706,0.000001454565,0.0001630217,0.002644573],"genre_scores_gemma":[0.9989944,0.00000437086,0.0002246375,0.0002155996,0.0001693441,0.00006419105,0.00002217082,0.00002547549,0.0002798623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4931493,"threshold_uncertainty_score":0.9997622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2032564881","doi":"10.1108/mip-04-2013-0061","title":"Attitudinal, personal, and job-related predictors of salesperson turnover","year":2014,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Originality; Marketing; Linear discriminant analysis; Variables; Job satisfaction; Sample (material); Human resource management; Business; Turnover; Psychology; Variety (cybernetics); Product (mathematics); Job analysis; Test (biology); Social psychology; Knowledge management; Economics; Management; Statistics; Computer science","authors":[{"name":"Brent M. Wren","is_ca":false},{"name":"David Berkowitz","is_ca":false},{"name":"E. Stephen Grant","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01665531500086991,"gpt":0.2421461138971758,"spread":0.2254907988963059,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008664515,0.0001604204,0.0001867774,0.0002054389,0.0001795316,0.0001169765,0.0001193755,0.00007817322,0.0006676522],"category_scores_gemma":[0.000753185,0.0001544556,0.0000453778,0.0003570387,0.0000946528,0.0004103817,0.00008881247,0.0001659077,0.00007129942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002054646,"about_ca_system_score_gemma":0.00001081107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007920734,"about_ca_topic_score_gemma":0.000007472952,"domain_scores_codex":[0.9989177,0.00003056772,0.0003202232,0.0002615677,0.0002655784,0.000204363],"domain_scores_gemma":[0.999321,0.0002233131,0.0002020533,0.00009512471,0.0001393144,0.00001915903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004009242,0.0000147202,0.9931493,0.0000987019,0.00001837193,0.000002503217,0.0002979613,0.0001133134,0.000926769,0.001208815,0.0008000729,0.003329358],"study_design_scores_gemma":[0.0001351483,0.00001309425,0.9829354,0.0002998417,0.00006350922,0.000009542006,0.0009210756,0.006200524,0.0001959722,0.00009628486,0.008903112,0.0002264525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909744,0.0002425011,0.001015968,0.0001586545,0.0003666814,0.00009803646,0.000001676908,0.0001041048,0.00703795],"genre_scores_gemma":[0.9990022,0.0000092867,0.0001818963,0.0002075531,0.000266177,0.000002744979,0.00001371541,0.00002521346,0.0002912189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01021388,"threshold_uncertainty_score":0.7310323,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976685870","doi":"10.1108/02634500810871357","title":"Exploring the differences between accountants and marketers in terms of information sharing","year":2008,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Brock University","funders":"","keywords":"Complementarity (molecular biology); Marketing; Business; Originality; Quality (philosophy); Univariate; Multivariate analysis of variance; Information sharing; Information quality; Value (mathematics); Information system; Multivariate statistics; Psychology; Computer science","authors":[{"name":"Tansu Barker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1361931289448257,"gpt":0.2711774541558907,"spread":0.1349843252110649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002041182,0.0001608139,0.0002273595,0.0003175016,0.000269068,0.0001717395,0.0003866467,0.00004071471,0.00003071164],"category_scores_gemma":[0.0004101938,0.0001271696,0.00003696661,0.0005112527,0.00009823299,0.002538319,0.0002839184,0.0002354317,0.00001438294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001963142,"about_ca_system_score_gemma":0.000006356882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000833724,"about_ca_topic_score_gemma":0.00004160363,"domain_scores_codex":[0.9986745,0.00003509068,0.0005376494,0.0001917941,0.000274309,0.0002866765],"domain_scores_gemma":[0.9989752,0.0004994961,0.0002919163,0.0001788785,0.00004244831,0.00001206014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006694195,0.000006483403,0.9709348,0.0002503225,0.000009676558,0.000004092624,0.002271052,0.0001653496,0.00001180526,0.0001591642,0.00001487637,0.02610541],"study_design_scores_gemma":[0.00007140791,0.000004494573,0.9888745,0.0005429715,0.0000121953,0.000003514841,0.003460013,0.006035628,0.00004351003,0.0002930863,0.000493177,0.0001655267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993041,0.00003793371,0.0004082542,0.000128394,0.0001476614,0.0001399406,0.000001598264,0.00004696853,0.00604824],"genre_scores_gemma":[0.999408,0.00005298374,0.0000846764,0.0002398816,0.0001684376,0.00001763282,0.000008131775,0.000008867378,0.0000113908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02593988,"threshold_uncertainty_score":0.5185826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1989644400","doi":"10.1108/02634500110391708","title":"Exploring the geographical dimension in loyalty card data","year":2001,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Loyalty; Dimension (graph theory); Marketing; Hierarchy; Order (exchange); Loyalty business model; Business; Advertising; Computer science; Economics","authors":[{"name":"John Byrom","is_ca":false},{"name":"Tony Hernández","is_ca":true},{"name":"David Bennison","is_ca":false},{"name":"Paul Hooper","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1806296034016572,"gpt":0.3089332134039062,"spread":0.128303610002249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005559979,0.000243784,0.0002478477,0.0003208093,0.0004246635,0.0003749392,0.001165661,0.00006567126,0.000129161],"category_scores_gemma":[0.0008814718,0.0001943292,0.00006634872,0.001340837,0.0000862083,0.001555589,0.001002751,0.0005694564,0.0001714077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002745421,"about_ca_system_score_gemma":0.00001476577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002777514,"about_ca_topic_score_gemma":0.0006350821,"domain_scores_codex":[0.9977219,0.0001161799,0.0005277955,0.0006042265,0.0004377023,0.000592161],"domain_scores_gemma":[0.9981468,0.0006837903,0.0001808485,0.0008862049,0.00007956504,0.00002284436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003707384,0.00008878869,0.9093204,0.0002033357,0.00002770427,0.0001628386,0.0006835721,0.004968388,0.00005823523,0.001094253,0.001225939,0.08179582],"study_design_scores_gemma":[0.000226719,0.00001214473,0.663272,0.001232221,0.00007151639,0.00002822866,0.009142737,0.1203255,0.0000314739,0.0007269234,0.2041253,0.0008052307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98757,0.0003419197,0.0008231982,0.001630817,0.0006665954,0.0002107993,0.000002021324,0.0001849621,0.008569703],"genre_scores_gemma":[0.9970684,0.00009818019,0.000145089,0.001678531,0.0008373199,0.00002416622,0.00006564459,0.0000289215,0.00005372021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2460484,"threshold_uncertainty_score":0.7924515,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2762304308","doi":"10.1108/mip-04-2017-0065","title":"Leveraging sport and entertainment facilities in small- to mid-sized cities","year":2017,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University; University of Alberta","funders":"","keywords":"Public relations; Entertainment; Tourism; Originality; Context (archaeology); Recreation; Business; Marketing; Newspaper; Sociology; Political science; Advertising; Qualitative research","authors":[{"name":"Daniel S. Mason","is_ca":true},{"name":"Stacy-Lynn Sant","is_ca":false},{"name":"Laura Misener","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07357500649982274,"gpt":0.3411008523635792,"spread":0.2675258458637564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003485232,0.0001709922,0.0002496458,0.0001600158,0.001009986,0.0004528235,0.0004306058,0.00007293169,0.0001430646],"category_scores_gemma":[0.001231315,0.0001789393,0.00004559794,0.00007613063,0.0002016681,0.0002581344,0.0001708905,0.0001766619,0.0000115806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001324394,"about_ca_system_score_gemma":0.0001014412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006518759,"about_ca_topic_score_gemma":0.001566545,"domain_scores_codex":[0.9984165,0.00005890299,0.0003138014,0.0003237643,0.000278397,0.000608671],"domain_scores_gemma":[0.9991494,0.0002046213,0.0001531593,0.0002456049,0.00004136656,0.0002058875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001756025,0.00001640936,0.8786656,0.00004177288,0.00001165306,0.00008570362,0.09895085,0.0001381652,0.0001054118,0.0007400808,0.00009800716,0.02097078],"study_design_scores_gemma":[0.0003004227,0.00006648358,0.6071274,0.002084185,0.00001810623,0.000009414811,0.1737597,0.0002181334,0.001520104,0.0009999591,0.2131189,0.0007772088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679739,0.0002301551,0.0002473024,0.0006795704,0.000411058,0.0002515614,0.000002010237,0.0000571834,0.03014719],"genre_scores_gemma":[0.9935688,0.00009147079,0.0005505422,0.0001583885,0.0001271707,0.00001953408,0.000002652062,0.00001132935,0.005470049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2715382,"threshold_uncertainty_score":0.9854457,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390478595","doi":"10.1108/mip-07-2023-0319","title":"The influence of quality of big data marketing analytics on marketing capabilities: the impact of perceived market performance!","year":2024,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University; Thompson Rivers University","funders":"","keywords":"Marketing; Structural equation modeling; Business; Quality (philosophy); Sample (material); Big data; Marketing research; Marketing management; Marketing strategy; Analytics; Population; Quantitative marketing research; Relationship marketing; Computer science; Data science; Data mining; Sociology","authors":[{"name":"Matti Haverila","is_ca":true},{"name":"Kai Haverila","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1266042136869369,"gpt":0.3559250266265576,"spread":0.2293208129396207,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0307725,0.0005138842,0.0006880824,0.0004314596,0.0005557768,0.0004537108,0.002951309,0.0001592241,0.0003108424],"category_scores_gemma":[0.02101552,0.0003132192,0.0003075542,0.001835977,0.0009252749,0.001091134,0.001296994,0.0007104001,0.00001707906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009194257,"about_ca_system_score_gemma":0.0002130445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001446392,"about_ca_topic_score_gemma":0.00004346351,"domain_scores_codex":[0.9946715,0.0006246764,0.002051905,0.0008275938,0.001066536,0.0007578177],"domain_scores_gemma":[0.9801018,0.01571048,0.001358264,0.002030732,0.0007658896,0.00003283503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006921572,0.0002438728,0.5780268,0.01262971,0.0007667554,0.00001748737,0.001367983,0.06899416,0.004118773,0.0008094701,0.008153589,0.3179499],"study_design_scores_gemma":[0.00007836663,0.00004423509,0.7675954,0.007239856,0.0001298448,0.000008370044,0.004177421,0.2166299,0.0002162248,0.0001926808,0.003209751,0.0004778998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838549,0.001035355,0.0004678977,0.0001875932,0.0005597181,0.000408078,0.0001143687,0.0000921598,0.01327986],"genre_scores_gemma":[0.9983483,0.0005307286,0.0001412387,0.00005947089,0.0005403268,0.00001417366,0.00005924609,0.00005510333,0.0002514033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.317472,"threshold_uncertainty_score":0.999932,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406179141","doi":"10.1108/mip-03-2024-0163","title":"Value co-creation: a metatheory unifying framework and fundamental propositions","year":2025,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Metatheory; Co-creation; Value (mathematics); Knowledge management; Conceptual framework; Originality; Interactivity; Computer science; Epistemology; Cognitive science; Sociology; Psychology; Qualitative research","authors":[{"name":"Victor Saha","is_ca":false},{"name":"Linda D. Hollebeek","is_ca":false},{"name":"Praveen Goyal","is_ca":false},{"name":"Moira Clark","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02047338757514264,"gpt":0.3201087066002705,"spread":0.2996353190251279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001691021,0.0001736455,0.0001589071,0.0003787752,0.0006088394,0.0005127666,0.000175056,0.00008202741,0.0001613179],"category_scores_gemma":[0.0006446859,0.0001762494,0.00003675443,0.0009393938,0.00007522378,0.0006532707,0.0001198732,0.0002606904,0.00004570178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003574989,"about_ca_system_score_gemma":0.00002496005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006588444,"about_ca_topic_score_gemma":0.000001851936,"domain_scores_codex":[0.9988575,0.00004612734,0.0003269824,0.0003451863,0.0001729027,0.0002513017],"domain_scores_gemma":[0.9991022,0.0003977509,0.0001643985,0.0001897526,0.0001368139,0.000009135275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003560796,0.00009427936,0.1694044,0.001146702,0.0001427909,0.00002264428,0.001082479,0.001097106,0.002107436,0.7406583,0.001400981,0.08248673],"study_design_scores_gemma":[0.0006221693,0.00006892888,0.1648911,0.01128171,0.0007119017,0.00004944012,0.03485744,0.05928685,0.008908354,0.4841555,0.2328745,0.002292186],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6626409,0.001894698,0.1089818,0.008180044,0.001113162,0.0007830054,0.00000351818,0.0005597489,0.2158432],"genre_scores_gemma":[0.9868732,0.00001759528,0.005027303,0.006979508,0.0005578174,0.00003111633,0.00006178089,0.00001872722,0.0004329356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3242323,"threshold_uncertainty_score":0.7187241,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1950373229","doi":"10.1108/mip-05-2014-0091","title":"Context into text into context: marketing practice into theory; marketing theory into practice","year":2015,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Marketing science; Sociology; Practice theory; Marketing research; Quantitative marketing research; Praxis; Marketing; Context (archaeology); Qualitative marketing research; Marketing management; Epistemology; Relationship marketing; Return on marketing investment; Business; Social science","authors":[{"name":"Terry Smith","is_ca":false},{"name":"Tom Williams","is_ca":false},{"name":"Sid Lowe","is_ca":false},{"name":"Michel Rod","is_ca":true},{"name":"Ki‐Soon Hwang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02392979533761658,"gpt":0.2822336587571757,"spread":0.2583038634195591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.06250161,0.001035384,0.0008730923,0.0007902259,0.002218591,0.001916762,0.001486912,0.0003026743,0.0009201929],"category_scores_gemma":[0.1836108,0.001018792,0.0002268298,0.001892747,0.0004871004,0.005050646,0.002331477,0.001058151,0.001177607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005137685,"about_ca_system_score_gemma":0.0001618444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001563581,"about_ca_topic_score_gemma":0.0002107656,"domain_scores_codex":[0.9909403,0.002930752,0.001708694,0.001548349,0.001640862,0.001231094],"domain_scores_gemma":[0.9737756,0.02077557,0.00201783,0.0008257511,0.002440312,0.0001649502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02796,0.0006830396,0.06944745,0.003300834,0.001711054,0.0008291115,0.03330911,0.00248865,0.0003394248,0.1047683,0.07580031,0.6793627],"study_design_scores_gemma":[0.0008261788,0.0000712566,0.004084392,0.002235891,0.0007825865,0.00005258814,0.2667561,0.006557777,0.000115784,0.03439151,0.6821191,0.002006753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08556694,0.04445145,0.2326141,0.02762458,0.006437352,0.003932139,0.000005187547,0.003121294,0.5962469],"genre_scores_gemma":[0.9618733,0.0002229969,0.0212456,0.01167596,0.002429784,0.0001154863,0.00007989706,0.000230877,0.002126091],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8763064,"threshold_uncertainty_score":0.9999931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116402295","doi":"10.1108/mip-10-2013-0168","title":"Is diffusion of marketing competence necessary for a market orientation? A comparative investigation of marketing managers and their defining traits","year":2015,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Marketing; Business; Marketing management; Originality; Big Five personality traits; Sample (material); Marketing mix; Competence (human resources); Marketing effectiveness; Personality; Marketing strategy; Relationship marketing; Marketing research; Psychology; Social psychology; Creativity","authors":[{"name":"James M. Loveland","is_ca":false},{"name":"Scott A. Thompson","is_ca":false},{"name":"John W. Lounsbury","is_ca":false},{"name":"Danilo C. Dantas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0505863950730218,"gpt":0.2865089064799538,"spread":0.235922511406932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007507399,0.0003084258,0.0004583219,0.0004262999,0.0002872444,0.0001519487,0.0002435898,0.000101211,0.0001451884],"category_scores_gemma":[0.003652243,0.0002990608,0.00008556004,0.0007984773,0.0001896247,0.0008056706,0.0001915256,0.0001815043,0.000004460512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004801336,"about_ca_system_score_gemma":0.00006265286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007993142,"about_ca_topic_score_gemma":0.00001012094,"domain_scores_codex":[0.9976121,0.0003219967,0.0008611986,0.0004796415,0.0003967559,0.0003283754],"domain_scores_gemma":[0.9948824,0.003284055,0.0009299605,0.0001532563,0.0006972972,0.00005299766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002276956,0.00004158797,0.9711716,0.001005678,0.000055412,0.000002615118,0.005571589,0.0005097667,0.003615375,0.0006012981,0.001959871,0.01318822],"study_design_scores_gemma":[0.0005766515,0.0000333719,0.9055505,0.001800565,0.00009137303,0.000008549124,0.03766904,0.0507062,0.001838439,0.0005347726,0.0007488281,0.0004417491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853771,0.0003994918,0.009194294,0.000195027,0.0002227751,0.0005175614,0.00002654292,0.00008558052,0.003981599],"genre_scores_gemma":[0.9913896,0.00001514042,0.007941202,0.0003280154,0.0001089584,0.00002936694,0.00006927718,0.00003751527,0.00008090229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06562117,"threshold_uncertainty_score":0.9999462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978828682","doi":"10.1108/02634501311312062","title":"Challenges in Western‐Chinese business relationships: the Chinese perspective","year":2013,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Cultural Differences and Values","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Beijing; China; Originality; Perspective (graphical); Context (archaeology); Value (mathematics); Guanxi; Chinese culture; Marketing; Chinese population; Chinese people; Population; Sociology; Business; Political science; Geography; Qualitative research; Social science","authors":[{"name":"Byoungho Jin","is_ca":false},{"name":"Hong Yu","is_ca":true},{"name":"Ji Hye Kang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1652902655491872,"gpt":0.397541701676921,"spread":0.2322514361277337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00130211,0.0002580518,0.000239703,0.0001238944,0.0002495053,0.0001354195,0.0004313082,0.0001245607,0.0008053738],"category_scores_gemma":[0.001746432,0.0001477611,0.00006403635,0.0005998088,0.0001007616,0.0002352019,0.000102762,0.0005859918,0.0004404524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006154235,"about_ca_system_score_gemma":0.00001272692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001203052,"about_ca_topic_score_gemma":0.0004198435,"domain_scores_codex":[0.9979104,0.0006748521,0.0003669106,0.000459363,0.0001870071,0.0004014043],"domain_scores_gemma":[0.9973403,0.001915564,0.0001442343,0.0003509155,0.0001903253,0.000058687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006608235,0.0000501662,0.9345113,0.00001796978,0.0000260401,0.00001438932,0.04968566,0.0003004604,0.00002495035,0.00108613,0.0001862376,0.01403062],"study_design_scores_gemma":[0.00006476769,0.00001915467,0.9374306,0.0002093336,0.000005608967,0.00003091944,0.05788267,0.0006393948,9.677231e-7,0.003376812,0.0001432975,0.0001964883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420763,0.005549187,0.0001967377,0.003127567,0.0004820483,0.0003328973,0.000001485374,0.00008825224,0.04814548],"genre_scores_gemma":[0.9977812,0.0001790999,0.0001087771,0.00009537322,0.0002553802,0.0001228912,0.000004938836,0.0000206534,0.001431729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05570481,"threshold_uncertainty_score":0.8818278,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411121473","doi":"10.1108/mip-07-2024-0525","title":"Insights from customers’ chats with bots and human agents","year":2025,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"AI in Service Interactions","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Business; Advertising; Marketing; Computer science; Internet privacy","authors":[{"name":"Vivek Astvansh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02194269425937359,"gpt":0.3003298644966668,"spread":0.2783871702372932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002580609,0.0002194839,0.0001996602,0.0002566356,0.0007127548,0.0002981614,0.0008107912,0.00007900605,0.00002665251],"category_scores_gemma":[0.0001115166,0.00019902,0.00003263326,0.0005344086,0.00007343816,0.0005480034,0.000628343,0.0003358427,0.00002831237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006854117,"about_ca_system_score_gemma":0.00003896462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002742384,"about_ca_topic_score_gemma":0.0000475035,"domain_scores_codex":[0.9983843,0.0001529932,0.0003090033,0.0006060319,0.0002516984,0.0002959761],"domain_scores_gemma":[0.9984229,0.0007401237,0.0001441456,0.0005035526,0.00009713425,0.00009221012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005318926,0.0005507508,0.6789871,0.0004737494,0.0009857079,0.001243041,0.07688923,0.01338446,0.0166197,0.0730627,0.007398302,0.1298734],"study_design_scores_gemma":[0.0006292601,0.0003128182,0.6547215,0.008437584,0.0001317398,0.00008112376,0.008910467,0.2474409,0.01998557,0.01013734,0.04714374,0.002067916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7689902,0.0003442928,0.2069487,0.0002988201,0.0004458023,0.0001538482,0.000001385385,0.0002571119,0.02255979],"genre_scores_gemma":[0.9884546,0.000008356119,0.01030296,0.0006642175,0.00004241571,0.00001935305,0.000004969642,0.00001222621,0.0004909217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2340565,"threshold_uncertainty_score":0.8115798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042767143","doi":"10.1108/02634500910964047","title":"Selling the Canadian Forces' brand to Canada's youth","year":2009,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Militarism; Originality; Marketing; Value (mathematics); Introspection; Public relations; Population; Profit (economics); Face (sociological concept); Order (exchange); Sociology; Business; Psychology; Political science; Law; Politics; Economics; Qualitative research","authors":[{"name":"Kylie McMullan","is_ca":true},{"name":"Pinder Rehal","is_ca":true},{"name":"Katy Read","is_ca":true},{"name":"Judy Luo","is_ca":true},{"name":"Ashley Huating Wu","is_ca":true},{"name":"Leyland Pitt","is_ca":true},{"name":"Lisa Papania","is_ca":true},{"name":"Colin Campbell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03639918762493316,"gpt":0.2511492489174652,"spread":0.214750061292532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001165346,0.0001745934,0.0001281255,0.0002246006,0.001022688,0.0008226947,0.0004469425,0.00005114495,0.0001899366],"category_scores_gemma":[0.0003513415,0.0001501154,0.00004650649,0.000499811,0.00002361585,0.0002124136,0.00003570355,0.0002164974,0.0001110035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001347504,"about_ca_system_score_gemma":0.0001811657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8542656,"about_ca_topic_score_gemma":0.9469522,"domain_scores_codex":[0.9985797,0.00002666177,0.0003227739,0.0003073929,0.0003200837,0.0004433401],"domain_scores_gemma":[0.9992858,0.0001002537,0.0001210148,0.0002685837,0.0001665136,0.00005787556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001469678,0.00002388796,0.09705047,0.00004829979,0.00002331513,0.00003817578,0.001906806,0.004817411,0.0002497562,0.0008958803,0.009657875,0.8851411],"study_design_scores_gemma":[0.000180357,0.000006403377,0.6840634,0.0005816528,0.0001589093,0.00001142268,0.00939739,0.01211788,0.0002922223,0.0003953798,0.2917704,0.001024555],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974693,0.0002424475,0.001274811,0.004493365,0.0009502777,0.0004448623,0.000007302681,0.0001346356,0.01775931],"genre_scores_gemma":[0.9933931,0.000003858078,0.00006587249,0.005614822,0.0003313093,0.000009680992,0.00003149737,0.00001385829,0.0005360219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8841166,"threshold_uncertainty_score":0.7933264,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401039406","doi":"10.1108/mip-10-2023-0582","title":"The architecture of marketing leadership: how different structures of marketing presence in the top management team drive new product performance","year":2024,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University; Trent University","funders":"","keywords":"Marketing; Business; Marketing management; Product (mathematics); Marketing mix; Marketing research; Process management","authors":[{"name":"Hamed Mehrabi","is_ca":false},{"name":"Yongjian Chen","is_ca":true},{"name":"Chatura Ranaweera","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03075093190651608,"gpt":0.2499723435689086,"spread":0.2192214116623925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008732532,0.0003801031,0.0003505053,0.0002930081,0.0004321328,0.0005866071,0.001158268,0.00006192259,0.00005255584],"category_scores_gemma":[0.003732913,0.0002225952,0.0001474484,0.0008833446,0.0002733568,0.0004236623,0.0004945961,0.0006013653,0.00000361293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003230215,"about_ca_system_score_gemma":0.00002633167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000925265,"about_ca_topic_score_gemma":0.00003698212,"domain_scores_codex":[0.9967628,0.0004674956,0.000689659,0.0006288069,0.0007553541,0.0006959302],"domain_scores_gemma":[0.994121,0.004800662,0.0004428554,0.0005055274,0.000111769,0.00001815197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001305449,0.00004172283,0.5313121,0.004975625,0.0001789791,0.00002735776,0.00416566,0.008426997,0.0002568712,0.001271574,0.003772119,0.4442656],"study_design_scores_gemma":[0.0001492773,0.0000339026,0.9233062,0.00861732,0.0001409714,0.000009396554,0.04119863,0.009736114,0.0007882627,0.0008407812,0.0145982,0.0005809689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757506,0.009123855,0.000448665,0.003600756,0.0007386044,0.0008059598,0.000002670527,0.00009884607,0.009430083],"genre_scores_gemma":[0.9979423,0.0004528747,0.0003475253,0.0001571169,0.0006035535,0.00003056478,0.000004792245,0.0000301629,0.0004311665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4436846,"threshold_uncertainty_score":0.907717,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2068806622","doi":"10.1108/mip-03-2014-0061","title":"Cityscape promotions and the use of place images at the Olympic Games","year":2015,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; Nipissing University","funders":"","keywords":"Cityscape; Advertising; Leverage (statistics); Marketing; Event (particle physics); Business; Place branding; Ambush marketing; FLAGS register; Public relations; Political science; Tourism; Computer science","authors":[{"name":"John Nadeau","is_ca":true},{"name":"Norm O’Reilly","is_ca":false},{"name":"Louise A. Heslop","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.129744600728367,"gpt":0.356876326924924,"spread":0.227131726196557,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007692654,0.0001041337,0.000151324,0.00006994565,0.0008275947,0.0002998454,0.000511207,0.00005374192,0.0001731649],"category_scores_gemma":[0.01225968,0.00006370944,0.00005298725,0.0003055045,0.001751269,0.0002845626,0.0004037861,0.0002235439,0.00002747612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000071784,"about_ca_system_score_gemma":0.0001452334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002035298,"about_ca_topic_score_gemma":0.0001992179,"domain_scores_codex":[0.9971909,0.001326802,0.0002167514,0.0002191186,0.0006832422,0.0003631969],"domain_scores_gemma":[0.9944326,0.004846683,0.000147112,0.0002533444,0.0002042541,0.0001160159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.003300596,0.0002657954,0.2845788,0.0001816361,0.0003641822,0.0003354472,0.2538773,0.01091791,0.0004390679,0.0137865,0.2569019,0.1750509],"study_design_scores_gemma":[0.002023679,0.0003801019,0.06006916,0.002066889,0.0003052356,0.00008507278,0.4985472,0.02241837,0.008345163,0.009431342,0.3947055,0.001622319],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.932043,0.001715177,0.000521883,0.01030682,0.0002526367,0.0006833014,0.00001089939,0.00008544207,0.05438088],"genre_scores_gemma":[0.9894948,0.0002178233,0.0006584892,0.0000763668,0.0001225024,0.00001770271,0.000001452705,0.00001045029,0.009400408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2446699,"threshold_uncertainty_score":0.9960605,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965221711","doi":"10.1108/02634501211262591","title":"e‐Marketing Ireland: cashing in on green dots","year":2012,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Marketing; Tourism; Business; Digital marketing; Originality; Marketing research; Return on marketing investment; Marketing strategy; Marketing management; Sociology","authors":[{"name":"Wade Halvorson","is_ca":false},{"name":"Anjali Bal","is_ca":true},{"name":"Leyland Pitt","is_ca":true},{"name":"Michael Parent","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04663498315109519,"gpt":0.3148305284244973,"spread":0.2681955452734021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007176416,0.0002337206,0.0002239347,0.0002917146,0.0002538515,0.0002314332,0.0008683656,0.0001085248,0.00002980222],"category_scores_gemma":[0.001510422,0.000225226,0.00006173793,0.0007362484,0.0000367014,0.0007872553,0.0002977659,0.0004751557,0.0001239096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001485734,"about_ca_system_score_gemma":0.00004150904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003203898,"about_ca_topic_score_gemma":0.00001241115,"domain_scores_codex":[0.9973511,0.0004755981,0.000480771,0.0004420979,0.000392921,0.0008575913],"domain_scores_gemma":[0.9967747,0.002207932,0.0001854561,0.0005550772,0.00004297401,0.0002339053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001725422,0.0002394957,0.1537533,0.0001017178,0.00002418251,0.00005443632,0.01241344,0.004251039,0.0008705986,0.00845578,0.001088853,0.8185747],"study_design_scores_gemma":[0.0003571932,0.0001955676,0.7123256,0.003060514,0.00001674258,0.0001838887,0.002350659,0.2455868,0.003483185,0.001497306,0.02923422,0.001708369],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7182035,0.0005727439,0.2365885,0.0009622897,0.0004118213,0.0003235895,0.000003033101,0.000308992,0.04262551],"genre_scores_gemma":[0.9918314,0.00002321597,0.007169922,0.0005629293,0.0001753126,0.00002491608,0.000003787184,0.00001819103,0.0001903662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8168663,"threshold_uncertainty_score":0.9184449,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408891216","doi":"10.1108/mip-04-2024-0252","title":"Classifying an incoming customer message into spam versus ham","year":2025,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Business; Computer science; Marketing; Advertising","authors":[{"name":"Vivek Astvansh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03394792945001839,"gpt":0.3243383352885634,"spread":0.290390405838545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002786379,0.0002667899,0.0002453747,0.000440125,0.0007134848,0.0006661237,0.001279445,0.000161029,0.00003151031],"category_scores_gemma":[0.00103502,0.0002837489,0.0000866929,0.001067531,0.00006982478,0.0009943414,0.0004632316,0.0005488776,0.00005864853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001931452,"about_ca_system_score_gemma":0.0001008753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001735329,"about_ca_topic_score_gemma":0.00002571558,"domain_scores_codex":[0.9975875,0.0003752604,0.0004436009,0.0007270552,0.0003526851,0.0005139195],"domain_scores_gemma":[0.9976785,0.001254593,0.0001701491,0.0006678076,0.0001039041,0.0001251173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007376872,0.0001193414,0.03843949,0.0002448675,0.000129046,0.0001449189,0.01010374,0.01401089,0.007038167,0.01213517,0.0020661,0.9148306],"study_design_scores_gemma":[0.0006055396,0.0002675237,0.01464555,0.002055017,0.00006329064,0.00003276193,0.003781566,0.8993061,0.02744783,0.004407095,0.04599579,0.001391918],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1277561,0.0004471028,0.8291157,0.0003477745,0.003707439,0.0001671666,5.034615e-7,0.000760193,0.03769799],"genre_scores_gemma":[0.9641668,0.00001555318,0.03497849,0.000266439,0.0001683394,0.00001937432,0.000003348004,0.00001777945,0.0003639384],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9134387,"threshold_uncertainty_score":0.9999615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410372651","doi":"10.1108/mip-06-2024-0417","title":"Role of network externalities and trust facilitators in shaping mobile payment application continuance intentions: variations across stages of adoption","year":2025,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Continuance; Business; Mobile payment; Network effect; Payment; Marketing; Externality; Industrial organization; Psychology; Economics; Microeconomics; Finance; Social psychology","authors":[{"name":"Arunava Ghosh","is_ca":true},{"name":"Rajhans Mishra","is_ca":false},{"name":"Abhishek Mishra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05189774800637756,"gpt":0.3836380496299556,"spread":0.331740301623578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005232838,0.0001223124,0.0002906657,0.0003020251,0.0001465397,0.00006358221,0.0003619209,0.0001148727,0.00003640784],"category_scores_gemma":[0.001849044,0.0001172624,0.00005847893,0.0008509587,0.0002086884,0.0001938113,0.0001793579,0.0001954067,0.000002066906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004334914,"about_ca_system_score_gemma":0.00003262864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008966329,"about_ca_topic_score_gemma":0.00005079868,"domain_scores_codex":[0.9977308,0.0002398543,0.001040051,0.0003655206,0.0003912661,0.0002325135],"domain_scores_gemma":[0.9977406,0.001179929,0.0004775992,0.000305249,0.0002700319,0.00002665362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005848921,0.00003258618,0.9095598,0.00002245161,0.000008686387,4.090581e-7,0.002041907,0.007129232,0.001601332,0.00336556,0.00002035716,0.0761592],"study_design_scores_gemma":[0.0001120406,0.0000353859,0.9291655,0.0006710148,0.00001055369,0.000001614005,0.03872793,0.0185414,0.001445814,0.01051965,0.0006475223,0.0001215905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8682394,0.001537111,0.1294581,0.00004685862,0.00009330051,0.000261828,0.00002207774,0.00003914973,0.0003022046],"genre_scores_gemma":[0.9962452,0.00009249445,0.003294996,0.00001826941,0.000008995758,0.00009755464,0.000003991766,0.00000458147,0.0002339116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1280058,"threshold_uncertainty_score":0.4781823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408447677","doi":"10.1108/mip-04-2024-0275","title":"Service leniency: a dual logics perspective","year":2025,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Perspective (graphical); Dual (grammatical number); Business; Service (business); Marketing; Process management; Computer science; Linguistics; Artificial intelligence","authors":[{"name":"Harriman Samuel Saragih","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03405195743721581,"gpt":0.2908655031188529,"spread":0.2568135456816371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001627395,0.0002120064,0.0001816412,0.0004307113,0.0003713316,0.0003560701,0.0003346233,0.0000925678,0.0002382088],"category_scores_gemma":[0.001118186,0.000211924,0.00004780045,0.002245046,0.00003140127,0.0007322405,0.0002482817,0.0002878202,0.0002574493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007162121,"about_ca_system_score_gemma":0.00004882321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009639748,"about_ca_topic_score_gemma":0.00006297197,"domain_scores_codex":[0.9985618,0.00002952657,0.0003531843,0.000460291,0.0002283474,0.0003668345],"domain_scores_gemma":[0.9985588,0.0002297931,0.0001993538,0.0002723357,0.0007320914,0.000007582928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00148086,0.000368857,0.2121742,0.002553956,0.0002901587,0.0001526852,0.005905724,0.01028484,0.004414171,0.6110791,0.03794863,0.1133468],"study_design_scores_gemma":[0.0006933262,0.00005438544,0.1354226,0.004132824,0.0003653141,0.00003150896,0.1295699,0.1002367,0.00370996,0.2372812,0.3858817,0.002620616],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5258708,0.001290591,0.01156412,0.02571806,0.002060003,0.0005063519,0.000002296374,0.000715215,0.4322726],"genre_scores_gemma":[0.9698934,0.00001014555,0.0007841295,0.02762669,0.001113969,0.00002116,0.00003019242,0.00002213954,0.0004982054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4440226,"threshold_uncertainty_score":0.8642011,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390428797","doi":"10.1108/mip-06-2023-0258","title":"A comparison of short form Marlowe–Crowne and “best friends” social desirability bias measures","year":2023,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Originality; Psychology; Social desirability bias; Counterfeit; Context (archaeology); Social psychology; Social desirability; Value (mathematics); Projective test; Measure (data warehouse); Econometrics; Statistics; Mathematics; Computer science; Geography","authors":[{"name":"José I. Rojas‐Méndez","is_ca":true},{"name":"Gary Davies","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4451413612997935,"gpt":0.4090449547267431,"spread":0.03609640657305047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002816756,0.0001761089,0.0003292206,0.0001503028,0.0004278632,0.0000405622,0.0002789044,0.0001033369,0.00004953668],"category_scores_gemma":[0.002626347,0.0001601744,0.00008219165,0.0004291193,0.0003834487,0.0001120416,0.0001616397,0.0002672125,0.0000327858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002902679,"about_ca_system_score_gemma":0.00002325653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002261737,"about_ca_topic_score_gemma":0.000005478795,"domain_scores_codex":[0.9977289,0.0002775679,0.0006846225,0.0004899509,0.0004259522,0.0003929509],"domain_scores_gemma":[0.9983259,0.001147089,0.0002476211,0.0001446212,0.0000541248,0.00008060195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006018227,0.0002706405,0.7836411,0.0001927877,0.00002245829,0.00004212153,0.006366245,0.0005563912,0.08983198,0.0002970333,0.001929196,0.1162482],"study_design_scores_gemma":[0.0002122257,0.0004888137,0.7661362,0.000582259,0.00005498357,0.00005349286,0.008085916,0.01497043,0.2017774,0.004538237,0.002377259,0.0007228573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939461,0.00008237563,0.001049876,0.0004415916,0.00027025,0.0001432458,0.000009072065,0.0001157133,0.003941716],"genre_scores_gemma":[0.99922,0.00002829625,0.0004312444,0.00009923153,0.00007241643,0.00001231187,0.000005135065,0.00001278056,0.0001185988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1155254,"threshold_uncertainty_score":0.6531723,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402519107","doi":"10.1108/mip-02-2024-0136","title":"Recycling firm-generated content on social media platforms: phenomenon and research propositions","year":2024,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Phenomenon; Business; Social media; Marketing; Content (measure theory); Advertising; Knowledge management; Computer science; World Wide Web","authors":[{"name":"Vivek Astvansh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2741905469066009,"gpt":0.4236717369755225,"spread":0.1494811900689216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01151381,0.0002018589,0.0002407985,0.0003468392,0.002338965,0.001039545,0.0002904017,0.0002133196,0.0001101689],"category_scores_gemma":[0.009550727,0.0001926866,0.00007684781,0.0009370162,0.0006874902,0.0003230125,0.000106635,0.0008571082,0.00007444847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002991194,"about_ca_system_score_gemma":0.0002572514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002049734,"about_ca_topic_score_gemma":0.00008896877,"domain_scores_codex":[0.9964954,0.0007237019,0.0004122031,0.0005479984,0.0009726576,0.0008480624],"domain_scores_gemma":[0.9916115,0.007734898,0.00006834465,0.0001119509,0.0002434689,0.0002297748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005529774,0.0001365048,0.002714161,0.000295459,0.0001171336,0.0002535362,0.2808663,0.00007869847,0.000815236,0.05478626,0.007374404,0.6520094],"study_design_scores_gemma":[0.0004743646,0.0005512712,0.01446264,0.01464818,0.0001355216,0.00002474511,0.7292243,0.006390907,0.001732951,0.04210794,0.1875547,0.002692548],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.841428,0.001840618,0.0001668229,0.001446865,0.001395653,0.0003916018,0.00002075749,0.000480602,0.1528291],"genre_scores_gemma":[0.9963446,0.0003240607,0.0002710535,0.00007924414,0.001450725,0.00005268931,0.00002399611,0.00003683727,0.001416785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6493168,"threshold_uncertainty_score":0.9999975,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001227704","doi":"10.1108/02634500910955218","title":"Global text project: new horizons in textbook marketing","year":2009,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Originality; Open source; Value (mathematics); Computer science; Product (mathematics); New product development; New horizons; Project management; Marketing; Business; Engineering; Creativity; Political science; Systems engineering; Software; Mathematics","authors":[{"name":"Leyland Pitt","is_ca":true},{"name":"Deon Nel","is_ca":false},{"name":"Gené van Heerden","is_ca":false},{"name":"Anthony Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03375252533625906,"gpt":0.3734614864213188,"spread":0.3397089610850598,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005336279,0.0001789772,0.0001821622,0.0001843119,0.000539493,0.0003281485,0.0004186166,0.0001516826,0.0003504908],"category_scores_gemma":[0.005624935,0.0002016169,0.0000516184,0.001669218,0.00009237754,0.0003515172,0.00003441773,0.000235435,0.00005388705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004629152,"about_ca_system_score_gemma":0.001097565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001121514,"about_ca_topic_score_gemma":0.0009405859,"domain_scores_codex":[0.997192,0.0008559168,0.0004581762,0.0004132343,0.0004802674,0.0006003951],"domain_scores_gemma":[0.998664,0.0006814727,0.0001841,0.0001929005,0.000129731,0.0001477924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000318233,0.0001281483,0.1882191,0.00001818246,0.000009436759,0.00002595313,0.03027963,0.0009719636,0.00006113876,0.01020613,0.03315718,0.7366049],"study_design_scores_gemma":[0.0002878396,0.000140158,0.4389034,0.001559766,0.00002618601,0.00001342909,0.1500603,0.002371182,0.0001012861,0.006574809,0.3987795,0.001182142],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2460075,0.0009628319,0.005723272,0.005058021,0.001183258,0.0007768287,0.000004337345,0.0003655617,0.7399184],"genre_scores_gemma":[0.9884786,0.00008864301,0.004898145,0.0005111322,0.0007222082,0.00001438599,0.000006988687,0.00001032293,0.00526956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7424711,"threshold_uncertainty_score":0.8221699,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7114932109","doi":"10.1108/mip-06-2024-0435","title":"The digital transition of collaborative consumption: toward sharing Economy 4.0","year":2025,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Chicoutimi","funders":"Canada Research Chairs","keywords":"Transaction cost; Sharing economy; Context (archaeology); Decentralization; Database transaction; Information sharing; Digital economy; The Internet","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02642644626575406,"gpt":0.2573266030079039,"spread":0.2309001567421498,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001080517,0.0001474304,0.0001746781,0.0001632997,0.0003723457,0.0007550966,0.0003402917,0.00006045347,0.0001043195],"category_scores_gemma":[0.0003425008,0.0001225081,0.00006729584,0.0003493856,0.0001013814,0.0009672937,0.0001225988,0.0001636527,0.00006071167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003143954,"about_ca_system_score_gemma":0.00002849916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002280607,"about_ca_topic_score_gemma":0.000005318799,"domain_scores_codex":[0.9989952,0.000007533761,0.0004230874,0.0002555904,0.00007799183,0.000240621],"domain_scores_gemma":[0.9988915,0.0005619182,0.0002338604,0.0001762432,0.0001279945,0.000008450575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001343386,0.00008582212,0.6137695,0.001659936,0.0003504703,0.00002220491,0.001860877,0.01286602,0.00006823824,0.1283712,0.003817308,0.235785],"study_design_scores_gemma":[0.0009734108,0.00005433391,0.077989,0.006964539,0.0002594859,0.00001562345,0.02667532,0.2631949,0.00301818,0.09026426,0.5288144,0.001776446],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5994048,0.001344165,0.02456766,0.001145465,0.0009183982,0.0005326424,0.00001058227,0.0002335188,0.3718427],"genre_scores_gemma":[0.9990534,0.00002697004,0.00008577062,0.0003470499,0.0001791642,0.00002084532,0.00002389517,0.000009243756,0.0002536954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5357805,"threshold_uncertainty_score":0.7281414,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1596549263","doi":"10.1108/02634500710737942","title":"The “ICON” archetype","year":2007,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Icon; Archetype; Marketing; Respondent; Scale (ratio); Profitability index; Business; Computer science; Political science","authors":[{"name":"Leyland Pitt","is_ca":true},{"name":"Esmail Salehi‐Sangari","is_ca":false},{"name":"Jean‐Paul Berthon","is_ca":false},{"name":"Deon Nel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03059440170878557,"gpt":0.2801338373187205,"spread":0.249539435609935,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0069612,0.0001651038,0.0001088436,0.0002223232,0.0007544269,0.0004940829,0.0004387836,0.00004853084,0.0001310554],"category_scores_gemma":[0.001158885,0.0001259401,0.00005674714,0.0007467981,0.00008707437,0.0002395465,0.0002540222,0.0002474729,0.000734455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003883648,"about_ca_system_score_gemma":0.00001038953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002095902,"about_ca_topic_score_gemma":0.00002778057,"domain_scores_codex":[0.9984938,0.00001909986,0.0004289442,0.0002527916,0.0002854235,0.000519925],"domain_scores_gemma":[0.9987787,0.0005228882,0.0002153143,0.0002527233,0.0002181549,0.0000122418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003185541,0.00004511289,0.05597237,0.0001325616,0.00004424327,0.0000544237,0.0002641581,0.00008075572,0.0002163489,0.6060711,0.01082229,0.3259781],"study_design_scores_gemma":[0.00009726909,0.000007748724,0.0185401,0.0001906117,0.00002095812,0.000003787526,0.006698229,0.008793836,0.0003165997,0.005016472,0.9599196,0.0003947319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02522681,0.000181925,0.01685543,0.0006667254,0.001225697,0.0002057852,1.551133e-7,0.0002436399,0.9553939],"genre_scores_gemma":[0.9929606,0.000006613699,0.0003946465,0.001927308,0.001278247,0.000007923573,0.000007454316,0.00002444501,0.003392815],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9677337,"threshold_uncertainty_score":0.9440178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412736204","doi":"10.1108/mip-04-2024-0267","title":"Service presentness in enhancing services interaction flow","year":2025,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Business; Flow (mathematics); Marketing; Service (business); Process management","authors":[{"name":"Harriman Samuel Saragih","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02104865672022076,"gpt":0.2852491052176265,"spread":0.2642004484974057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001928185,0.000220371,0.0002108351,0.0007543373,0.0002098423,0.000439706,0.0004150429,0.00009822199,0.0001849503],"category_scores_gemma":[0.0003138909,0.0002353832,0.00003692992,0.002436546,0.00001242568,0.001563412,0.0002576697,0.0003274241,0.0001539811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006350518,"about_ca_system_score_gemma":0.00002487821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001950651,"about_ca_topic_score_gemma":0.001201199,"domain_scores_codex":[0.9983466,0.00004405237,0.0005629615,0.000454729,0.0002157782,0.0003758663],"domain_scores_gemma":[0.9988765,0.000285729,0.0002450258,0.0002772195,0.000308143,0.000007356879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00153728,0.0002811159,0.5983463,0.01071133,0.0001175276,0.00007315326,0.0036833,0.1084938,0.01188394,0.004831411,0.002082847,0.257958],"study_design_scores_gemma":[0.0004124534,0.00001076293,0.1261174,0.01027793,0.00008394125,0.000007569973,0.03123929,0.7404823,0.009643858,0.007117628,0.07354017,0.00106667],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493856,0.0003006579,0.005058172,0.003881808,0.001719476,0.000326306,6.904664e-7,0.0002579291,0.03906929],"genre_scores_gemma":[0.9880254,0.000008510636,0.0005651967,0.01034209,0.0007409214,0.00003606983,0.00006810958,0.00002265783,0.0001910934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6319886,"threshold_uncertainty_score":0.9598649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}