{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"54d27406868c","filters":{"venue":"International Journal of Internet Marketing and Advertising"}},"results":[{"id":"W2033381999","doi":"10.1504/ijima.2009.027809","title":"The effect of counterproductive time on online task completion","year":2009,"lang":"en","type":"article","venue":"International Journal of Internet Marketing and Advertising","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Bank of Canada; HEC Montréal","funders":"","keywords":"Task (project management); Upload; Clickstream; Download; Computer science; Psychology; World Wide Web; The Internet","authors":[{"name":"Jacques Nantel","is_ca":true},{"name":"Sylvain Sénécal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0168634271586782,"gpt":0.3438370109308322,"spread":0.326973583772154,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004275662,0.0001066611,0.0002367015,0.0002793332,0.00006284635,0.0001314783,0.0006482478,0.00005065476,0.00004275831],"category_scores_gemma":[0.005227343,0.00006064634,0.0001208813,0.000113213,0.0001228767,0.0001700666,0.00006330637,0.0002731425,0.000009303012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005444366,"about_ca_system_score_gemma":0.00001555828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003881942,"about_ca_topic_score_gemma":0.00000172759,"domain_scores_codex":[0.9976894,0.0003795302,0.000749241,0.0001638588,0.0009121209,0.0001058053],"domain_scores_gemma":[0.996473,0.001934146,0.0007935892,0.0001372147,0.0006218163,0.00004019176],"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":[0.006037676,0.0001508382,0.09905491,0.000003638495,0.0001704573,0.00007676426,0.0003715499,0.0001881707,0.02038344,0.0004342402,0.008563594,0.8645647],"study_design_scores_gemma":[0.001938309,0.002227283,0.9665819,0.001151963,0.00004379444,0.000838007,0.0002804222,0.004973244,0.00890649,0.002208736,0.01064958,0.0002002512],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941961,0.0001983224,0.0008234688,0.003620376,0.0006488878,0.00004771114,0.00000721864,0.00001136362,0.0004465945],"genre_scores_gemma":[0.9988616,0.0000417002,0.0002251061,0.0001643304,0.0001399443,2.109455e-7,0.000001316539,0.000004349315,0.0005615096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.867527,"threshold_uncertainty_score":0.6257995,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2142540575","doi":"10.1504/ijima.2012.046251","title":"Different strokes for different folks: why different user groups participate in online social media","year":2012,"lang":"en","type":"article","venue":"International Journal of Internet Marketing and Advertising","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Typology; Social media; Social media marketing; Advertising; Online participation; Online advertising; Business; Marketing; Psychology; Sociology; Digital marketing; The Internet; World Wide Web; Computer science","authors":[{"name":"Mary K. Foster","is_ca":true},{"name":"Anthony Francescucci","is_ca":true},{"name":"Bettina West","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03114978299547412,"gpt":0.3193395466387208,"spread":0.2881897636432467,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001793419,0.0002249665,0.0004306198,0.0002385916,0.000139724,0.0002573512,0.0003857773,0.0001197515,0.0000575811],"category_scores_gemma":[0.004161695,0.000180378,0.0002292981,0.00006748143,0.0001749168,0.0004559698,0.0001215574,0.000310675,6.712647e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000306197,"about_ca_system_score_gemma":0.00003259514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008834824,"about_ca_topic_score_gemma":0.000839152,"domain_scores_codex":[0.9971691,0.0005624391,0.0007806433,0.0001798739,0.0007645129,0.0005434634],"domain_scores_gemma":[0.996632,0.002301599,0.0004829367,0.00005199689,0.0002747983,0.000256679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001593819,0.0009674138,0.8247901,0.00007209367,0.000332204,0.00001992636,0.03870307,0.000003640168,0.0004131194,0.003348496,0.001629781,0.1281263],"study_design_scores_gemma":[0.002271912,0.00009071327,0.9716145,0.001607591,0.00008445444,0.00001454494,0.01424807,0.0002172628,0.0002653516,0.001548392,0.007621257,0.000415966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929598,0.0004498655,0.0005577854,0.001722936,0.003361559,0.0001201496,0.0000256678,0.00002326341,0.0007789597],"genre_scores_gemma":[0.9962412,0.0002571652,0.0001392839,0.0001971647,0.002894858,0.000008777894,0.00001166981,0.00002451714,0.0002254081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1468244,"threshold_uncertainty_score":0.7355603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2740354948","doi":"10.1504/ijima.2017.10006732","title":"CSR and CRM: the impact on purchase intentions","year":2017,"lang":"en","type":"article","venue":"International Journal of Internet Marketing and Advertising","topic":"Customer Service Quality and Loyalty","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":"Nipissing University","funders":"","keywords":"Word of mouth; Marketing; Advertising; Business; Quality (philosophy); Consumer behaviour; Control (management); Corporate social responsibility; Psychology; Public relations; Economics","authors":[{"name":"Jeffrey Overall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02094634775973595,"gpt":0.3052304537473045,"spread":0.2842841059875685,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001586505,0.0001283801,0.0001504614,0.0001785406,0.0002879863,0.001401169,0.000519789,0.00003440211,0.00009270641],"category_scores_gemma":[0.001130377,0.00008010045,0.0001157843,0.00003072833,0.0001176263,0.0009235115,0.0002950084,0.0002609594,0.000008625366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003226415,"about_ca_system_score_gemma":0.0000142907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007367093,"about_ca_topic_score_gemma":0.00005882276,"domain_scores_codex":[0.9990101,0.00003439724,0.0003426988,0.0001269071,0.0003522131,0.0001336713],"domain_scores_gemma":[0.9986222,0.0001852734,0.0006693607,0.0001437681,0.0003564342,0.00002299678],"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":[0.004025514,0.0003599892,0.416028,0.0002207282,0.001242802,0.0004232011,0.00109116,0.0002567133,0.001873592,0.01386769,0.01069447,0.5499161],"study_design_scores_gemma":[0.001479558,0.00005676691,0.9623252,0.00191924,0.00007921884,0.0003555759,0.0007855396,0.0128003,0.00009332175,0.003192504,0.01665324,0.0002594895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801198,0.0001945152,0.0002509044,0.007106015,0.0008446502,0.00004503262,0.000002094307,0.00001126226,0.01142569],"genre_scores_gemma":[0.9974577,0.00006280146,0.00003969463,0.001129766,0.00110534,7.625588e-7,0.000001264509,0.0000107814,0.000191828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5496567,"threshold_uncertainty_score":0.9996355,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386711406","doi":"10.1504/ijima.2023.133318","title":"What if brand equity was alive Proposal of a dynamic measure through social networks","year":2023,"lang":"en","type":"article","venue":"International Journal of Internet Marketing and Advertising","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":"Université du Québec à Trois-Rivières; Université du Québec à Montréal","funders":"","keywords":"Brand equity; Measure (data warehouse); Business; Advertising; Social marketing; Marketing; Equity (law); Computer science; Political science","authors":[{"name":"Alexandre Clément","is_ca":true},{"name":"Élisabeth Robinot","is_ca":true},{"name":"Léo Trespeuch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01965068698835593,"gpt":0.3378476492688245,"spread":0.3181969622804686,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004587681,0.0001393471,0.0003093112,0.0001558189,0.0001870975,0.000470388,0.0004652636,0.0001300697,0.00003765005],"category_scores_gemma":[0.002986331,0.0001304773,0.0001950249,0.0002374887,0.0003714127,0.0009829337,0.0002162489,0.0003037936,0.000002403948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001708404,"about_ca_system_score_gemma":0.0002031224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001999528,"about_ca_topic_score_gemma":0.0001770019,"domain_scores_codex":[0.9972638,0.0005907834,0.0006233545,0.0001738444,0.001034068,0.0003141801],"domain_scores_gemma":[0.9975907,0.0009456082,0.0006159105,0.00004779407,0.0007015284,0.00009847003],"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":[0.002236824,0.0001658926,0.01008153,0.0001273541,0.0008870345,0.0002805913,0.07944164,0.0001462572,0.0007064765,0.004764278,0.005690018,0.8954721],"study_design_scores_gemma":[0.01691127,0.001492757,0.3301438,0.05786002,0.0009238962,0.0007523942,0.3961526,0.03339042,0.001248899,0.09019275,0.06660475,0.004326358],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969643,0.0008127935,0.00101918,0.004367959,0.005105207,0.0001246661,0.000006730288,0.00006142701,0.01885905],"genre_scores_gemma":[0.9963348,0.001438018,0.0002583293,0.0001108014,0.0008631314,0.000001310471,0.000004029512,0.00001741388,0.0009721501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8911458,"threshold_uncertainty_score":0.5320709,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3158984313","doi":"10.1504/ijima.2021.10037440","title":"Customer Satisfaction and Loyalty with Corporate Multi-Brand Web Sites in an Era of Social Media and Misinformation.","year":2021,"lang":"en","type":"article","venue":"International Journal of Internet Marketing and Advertising","topic":"Digital Marketing and Social Media","field":"Social Sciences","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":"Advertising; Brand loyalty; Social media; Business; Brand awareness; Brand management; Brand extension; Brand equity; Loyalty business model; Misinformation; Marketing; Political science; Service quality; Service (business)","authors":[{"name":"Judith Lynne Zaichkowsky","is_ca":true},{"name":"Meriem Agrebi","is_ca":false},{"name":"Jean‐Louis Chandon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01901217634759226,"gpt":0.2815937262465205,"spread":0.2625815498989282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001392451,0.00008885528,0.0001980533,0.000125882,0.0000816554,0.0002233271,0.00007051626,0.00006415079,0.00002509734],"category_scores_gemma":[0.00154992,0.00008067647,0.00002817817,0.0001039079,0.0002355769,0.0007057937,0.00004024466,0.0002067642,2.392817e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005394496,"about_ca_system_score_gemma":0.0001302172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001484675,"about_ca_topic_score_gemma":0.002725773,"domain_scores_codex":[0.9986883,0.0002907116,0.0004034923,0.0001098623,0.0003851812,0.0001224116],"domain_scores_gemma":[0.9983037,0.000599449,0.0004758712,0.00002448181,0.0005038217,0.00009264859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007346005,0.00006033143,0.7888984,0.00005378032,0.00008479658,0.00008052904,0.0338081,0.000009456485,0.001330028,0.0004778977,0.00008043084,0.1743816],"study_design_scores_gemma":[0.001781674,0.00004711057,0.9816044,0.001055767,0.0000238561,0.00009662258,0.01346806,0.0009081414,0.0001806093,0.0002136372,0.0004538833,0.0001662583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997406,0.0002894401,0.00004778687,0.0005813938,0.0002447526,0.00003264806,0.000006409688,0.000007135582,0.001384417],"genre_scores_gemma":[0.9983286,0.0003815428,0.0009920667,0.00005587613,0.000161224,4.640613e-7,0.000003611898,0.000006987327,0.00006957699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1927059,"threshold_uncertainty_score":0.3289891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}