{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"b07955ce1fba","filters":{"venue":"European Conference on Social Media"}},"results":[{"id":"W4372347698","doi":"10.34190/ecsm.10.1.1156","title":"Age Differences in the Spread of Misinformation Online","year":2023,"lang":"en","type":"article","venue":"European Conference on Social Media","topic":"Misinformation and Its Impacts","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":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Misinformation; Entertainment; Internet privacy; Ignorance; Psychology; Age groups; Psychological intervention; Social media; Social psychology; Advertising; Demography; Computer science; Business; Political science; Sociology; Computer security; World Wide Web","authors":[{"name":"Ifeoma Adaji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2005399732886215,"gpt":0.3589718305305837,"spread":0.1584318572419622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00103773,0.0001467631,0.0002037096,0.00123168,0.0003681557,0.0007370471,0.0001824435,0.0004599651,0.005235734],"category_scores_gemma":[0.01160108,0.0001921799,0.0002626677,0.0005992962,0.0002601252,0.001058648,0.0005716422,0.0005354336,0.0006413229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001941047,"about_ca_system_score_gemma":0.0001579586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003553163,"about_ca_topic_score_gemma":0.003999013,"domain_scores_codex":[0.9991609,0.000241756,0.0001340726,0.0001155576,0.000187113,0.0001605624],"domain_scores_gemma":[0.9890054,0.004752887,0.003667061,0.0004288656,0.001181572,0.0009641745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001754567,0.0001585467,0.98083,0.00003888589,0.00003700594,0.000178328,0.008899996,0.00003882423,0.0005537322,0.0001642161,0.0002035005,0.008721613],"study_design_scores_gemma":[0.000002584525,0.0001157091,0.9947532,0.00001960867,0.00001448165,0.0002075542,0.004126764,0.00009319751,0.0001248591,0.00006885145,0.0004658036,0.000007331712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980649,0.0002598513,0.00005917281,0.0000666336,0.000009437486,0.000007344365,0.00007213224,0.000001981641,0.001458614],"genre_scores_gemma":[0.9990897,0.0001769258,0.00004479947,0.0000215079,0.000007494686,0.000004126197,0.00003934376,0.000001493382,0.000614624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005235734,"threshold_uncertainty_score":0.01751524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410544563","doi":"10.34190/ecsm.12.1.3517","title":"The Social Life of ChatGPT: Insights From TikTok","year":2025,"lang":"en","type":"article","venue":"European Conference on Social Media","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"","keywords":"Social life; Sociology; Social science","authors":[{"name":"Tess Ulrich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2383893353317122,"gpt":0.4192833481925324,"spread":0.1808940128608202,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00201492,0.0005083113,0.0004557219,0.001595746,0.009079077,0.006142079,0.0009977325,0.001376301,0.004263456],"category_scores_gemma":[0.005872137,0.0003347956,0.0003040803,0.001330339,0.008096288,0.007795027,0.005732955,0.002489768,0.0008325113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002914004,"about_ca_system_score_gemma":0.001466268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007080159,"about_ca_topic_score_gemma":0.0160518,"domain_scores_codex":[0.9983511,0.0009284999,0.00005767111,0.0001928965,0.0002076957,0.0002621177],"domain_scores_gemma":[0.9947128,0.003567875,0.0003918587,0.0002419796,0.0002943276,0.0007910994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005445467,0.0000292996,0.004179395,0.0001026331,0.000004124313,0.001212442,0.9824818,0.0000424292,0.001193636,0.004984795,0.001031331,0.004683529],"study_design_scores_gemma":[0.000004492034,0.0000409355,0.006623455,0.0001577841,0.00001192395,0.001134031,0.940312,0.0004130784,0.0006481651,0.002265153,0.04834815,0.00004079286],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714677,0.0005487292,0.003305379,0.001582648,0.00006942142,0.00004626467,0.0001605192,0.00006314169,0.02275627],"genre_scores_gemma":[0.991764,0.0003600915,0.0009475496,0.0002968697,0.00002369968,0.00004356735,0.00009939548,0.0001056497,0.006359185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009079077,"threshold_uncertainty_score":0.0211426,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410544508","doi":"10.34190/ecsm.12.1.3457","title":"International Students: Challenges, Social Media Use, and Adaptation","year":2025,"lang":"en","type":"article","venue":"European Conference on Social Media","topic":"International Student and Expatriate Challenges","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":"Western University","funders":"","keywords":"Adaptation (eye); Social media; Psychology; Computer science; World Wide Web","authors":[{"name":"Zahra Falahatpisheh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.198004277480846,"gpt":0.3716127540043395,"spread":0.1736084765234935,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002831308,0.0004681187,0.0005483329,0.001384712,0.006706032,0.01247751,0.001274329,0.001625657,0.005102137],"category_scores_gemma":[0.008586983,0.0003415787,0.0004423981,0.001858366,0.003502913,0.005840036,0.01029709,0.00273164,0.001168907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0014841,"about_ca_system_score_gemma":0.002287217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004869231,"about_ca_topic_score_gemma":0.007118742,"domain_scores_codex":[0.9957014,0.001815896,0.0001962007,0.0004393416,0.0008836491,0.000963439],"domain_scores_gemma":[0.9962981,0.0007545232,0.0005661037,0.0002259237,0.000430453,0.001724988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007457798,0.000567947,0.1535398,0.0002672907,0.00005510038,0.001702077,0.733287,0.0001420323,0.001458952,0.009319026,0.01195545,0.08763069],"study_design_scores_gemma":[0.000005507523,0.0001044352,0.03690106,0.000150894,0.00001437057,0.000575043,0.9160065,0.0001986547,0.0003088739,0.00193787,0.04375403,0.00004275551],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599619,0.0006872786,0.0006315412,0.009494246,0.0002495909,0.00006419593,0.0001003099,0.00004327159,0.02876772],"genre_scores_gemma":[0.9932079,0.0006494451,0.0003326419,0.0008002567,0.00005772477,0.00006918581,0.00006882813,0.00002776816,0.004786161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01247751,"threshold_uncertainty_score":0.01706833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398218057","doi":"10.34190/ecsm.11.1.2336","title":"Health Misinformation Vs. Facts on Social Media: Co-Occurrence Network Analysis in Bangladesh","year":2024,"lang":"en","type":"article","venue":"European Conference on Social Media","topic":"Misinformation and Its Impacts","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":"University of British Columbia","funders":"","keywords":"Misinformation; Social media; Social network analysis; Psychology; Sociology; Internet privacy; Environmental health; Computer science; Medicine; Computer security; World Wide Web","authors":[{"name":"Parinda Rahman","is_ca":true},{"name":"Ifeoma Adaji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1045893980989392,"gpt":0.3671550331994556,"spread":0.2625656351005164,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001050127,0.0003725569,0.0004367474,0.004373067,0.000786064,0.001082131,0.0003998533,0.0006506351,0.002002613],"category_scores_gemma":[0.007696634,0.0001944867,0.0003847686,0.007102633,0.0004900472,0.001603738,0.001119168,0.0005185454,0.000430678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001628958,"about_ca_system_score_gemma":0.0006055635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04137785,"about_ca_topic_score_gemma":0.03848793,"domain_scores_codex":[0.998689,0.0005352673,0.0001506528,0.0002670495,0.0002214813,0.0001367034],"domain_scores_gemma":[0.9910607,0.006164819,0.001405526,0.0002827585,0.0007946215,0.0002915587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005263868,0.0002033561,0.9138174,0.0006618067,0.0003435432,0.001753933,0.01033013,0.01156259,0.002155142,0.003420345,0.005070279,0.05015505],"study_design_scores_gemma":[0.00003549474,0.0002136273,0.8038937,0.0002180648,0.0004071039,0.001635375,0.04613004,0.1235788,0.001852133,0.005101552,0.01677693,0.0001570935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893757,0.0004199476,0.0022824,0.000635738,0.00001362989,0.00009784981,0.004462241,0.0000324592,0.002679951],"genre_scores_gemma":[0.9944846,0.0003717185,0.001554726,0.00003536561,0.00001048056,0.00008762721,0.002659026,0.000008055411,0.0007884151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04137785,"threshold_uncertainty_score":0.08227402,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}