{"meta":{"query_hash":"9326c5c0551a","filters":{"venue":"International Journal of Social Media and Online Communities"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/9326c5c0551a","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Social+Media+and+Online+Communities"},"results":[{"id":"W3085603831","doi":"10.4018/ijsmoc.2019010101","title":"#Childathlete","year":2019,"lang":"en","type":"article","venue":"International Journal of Social Media and Online Communities","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Conversation; Objectification; Psychology; Content analysis; Tone (literature); Empowerment; Applied psychology; Social media; Social psychology; Sociology; Communication; Computer science; Linguistics; World Wide Web; Social science","score_opus":0.029485474568237982,"score_gpt":0.339463042139544,"score_spread":0.309977567571306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085603831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59250134,0.0010327066,0.010425232,0.008125338,0.0020142053,0.00051113614,0.0057347612,0.0025687672,0.37708655],"genre_scores_gemma":[0.6381806,0.0008449682,0.014084509,0.0041990294,0.0005341907,0.0007036551,0.0026730874,0.00074342766,0.33803654],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99938035,0.00028355722,0.000025161205,0.00010245893,0.00011234029,0.00009616941],"domain_scores_gemma":[0.9981462,0.00091648236,0.00020340516,0.00012420255,0.00022163767,0.00038813244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007114242,0.0003147979,0.00023595688,0.0003953852,0.0010998474,0.001043553,0.00034234533,0.00082500157,0.08002332],"category_scores_gemma":[0.0031172836,0.00013661571,0.00018711732,0.00026425824,0.00033040933,0.0012705076,0.0013442149,0.00090936915,0.023921559],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014729638,0.00085623737,0.07935688,0.0011903571,0.000053321604,0.0034292832,0.08856684,0.00019261814,0.018164564,0.012110535,0.42674953,0.36785683],"study_design_scores_gemma":[0.000023064018,0.00035612634,0.04053163,0.00020183215,0.000020676423,0.002005718,0.023037914,0.00046456273,0.0028442505,0.00068650255,0.9297532,0.00007451648],"about_ca_topic_score_codex":0.0012509908,"about_ca_topic_score_gemma":0.003526346,"teacher_disagreement_score":0.08002332,"about_ca_system_score_codex":0.0004468539,"about_ca_system_score_gemma":0.00023541218,"threshold_uncertainty_score":0.26770467},"labels":[],"label_agreement":null},{"id":"W3171753655","doi":"10.4018/ijsmoc.2021010102","title":"COVID-19 Misinformation and Polarization on Twitter","year":2021,"lang":"en","type":"article","venue":"International Journal of Social Media and Online Communities","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Misinformation; Coronavirus disease 2019 (COVID-19); Social media; Pandemic; Internet privacy; Sentiment analysis; Hoax; Psychology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychological intervention; 2019-20 coronavirus outbreak; Polarization (electrochemistry); Advertising; Medicine; Political science; Computer science; World Wide Web; Business; Artificial intelligence; Virology; Alternative medicine; Outbreak","score_opus":0.08175637174871937,"score_gpt":0.38428895242733646,"score_spread":0.3025325806786171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171753655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99124557,0.00016364365,0.0004009679,0.00080699124,0.00003624492,0.000028943774,0.0005617614,0.000009531481,0.006746324],"genre_scores_gemma":[0.9984016,0.00016459443,0.00020331988,0.00015669147,0.000049659175,0.000020912226,0.0002809759,0.0000057653215,0.0007165489],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903417,0.0004272318,0.00007063703,0.00008790015,0.00024173083,0.00013837633],"domain_scores_gemma":[0.99189925,0.003022722,0.003023003,0.0003924354,0.0012183271,0.00044420947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010764294,0.00019641567,0.00021812327,0.0013933259,0.0011916244,0.0018912472,0.00019137071,0.00043866294,0.0023060904],"category_scores_gemma":[0.009477894,0.00013340882,0.00019300437,0.001546513,0.0005714663,0.0026290296,0.0017506384,0.0006850349,0.00053894205],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039585962,0.0000795137,0.93664515,0.00015164685,0.00006810183,0.0003097593,0.02120668,0.00028990087,0.0022466108,0.0019284519,0.0027885064,0.033889875],"study_design_scores_gemma":[0.000009189957,0.000119922355,0.9397855,0.00012503772,0.000054548724,0.00045284478,0.03933431,0.0025970498,0.0017155273,0.0016390968,0.014117405,0.00004966879],"about_ca_topic_score_codex":0.0027623025,"about_ca_topic_score_gemma":0.0041901115,"teacher_disagreement_score":0.0027623025,"about_ca_system_score_codex":0.0006211051,"about_ca_system_score_gemma":0.00035746445,"threshold_uncertainty_score":0.007714689},"labels":[],"label_agreement":null},{"id":"W4379053083","doi":"10.4018/ijsmoc.324077","title":"Maternal Modeling Online","year":2023,"lang":"en","type":"article","venue":"International Journal of Social Media and Online Communities","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Psychology; Test (biology); Daughter; Scale (ratio); Social psychology; Eating disorders; Developmental psychology; Clinical psychology","score_opus":0.07602558305584525,"score_gpt":0.3800137121442692,"score_spread":0.303988129088424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379053083","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058556184,0.0009687617,0.09017622,0.0068130977,0.00071174157,0.0003120449,0.01843569,0.003630254,0.82039607],"genre_scores_gemma":[0.371094,0.002110676,0.06318919,0.0010917139,0.00015074066,0.00095564226,0.014312771,0.001156551,0.5459388],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995685,0.0002131717,0.000017217668,0.0000626432,0.00009584204,0.00004264251],"domain_scores_gemma":[0.9989918,0.0004655382,0.000064602915,0.00021242685,0.00018306315,0.000082698716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010099419,0.0004580987,0.00023744049,0.00067576166,0.00102264,0.0018185057,0.0008751595,0.00065379404,0.15115617],"category_scores_gemma":[0.0044123977,0.00028448622,0.0005400687,0.0007678077,0.00017249919,0.0014518892,0.0014733515,0.00074959925,0.03198292],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024631887,0.00040373704,0.03537734,0.00034198936,0.000059071954,0.0011327568,0.013370348,0.0059049595,0.0022525517,0.25920707,0.25750992,0.42419383],"study_design_scores_gemma":[0.000025246967,0.000064144006,0.0065464736,0.00016960224,0.000038007325,0.00033805365,0.0021925233,0.013111609,0.0010548024,0.017312046,0.9591196,0.000027913617],"about_ca_topic_score_codex":0.00871159,"about_ca_topic_score_gemma":0.01312607,"teacher_disagreement_score":0.15115617,"about_ca_system_score_codex":0.0010002533,"about_ca_system_score_gemma":0.0010681475,"threshold_uncertainty_score":0.5056678},"labels":[],"label_agreement":null},{"id":"W4380079693","doi":"10.4018/ijsmoc.324106","title":"A Social Media Give and Take","year":2023,"lang":"en","type":"article","venue":"International Journal of Social Media and Online Communities","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Addiction; Social media; Psychology; Demography; Medicine; Social psychology; Psychiatry; Computer science; Sociology","score_opus":0.06828370775506466,"score_gpt":0.3767042224217386,"score_spread":0.308420514666674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380079693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68838865,0.0027404907,0.0040332116,0.025077382,0.0050653964,0.00043042484,0.00056564005,0.0003927689,0.273306],"genre_scores_gemma":[0.8465657,0.0012940717,0.0024629745,0.008915306,0.000951511,0.00023744351,0.00019365773,0.00009897052,0.13928023],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99818987,0.00075138855,0.00008421953,0.00017038191,0.0005409074,0.00026320096],"domain_scores_gemma":[0.99410665,0.0011952759,0.0008072484,0.00080670504,0.0007448329,0.0023393051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002281088,0.00031757844,0.00036965992,0.0009166678,0.0059583317,0.0051631415,0.0005314142,0.0015283943,0.039624196],"category_scores_gemma":[0.009816201,0.0003311845,0.00044887533,0.00046795502,0.0012868728,0.0030758083,0.0046698214,0.002187628,0.0060247323],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043504976,0.0021750166,0.20961073,0.00062620826,0.00016723262,0.0047665522,0.18967082,0.00006568156,0.006866244,0.043324437,0.09761434,0.44467774],"study_design_scores_gemma":[0.00007808843,0.0009054137,0.07310558,0.0003495818,0.00011882935,0.003336816,0.18011263,0.00030520142,0.0011101685,0.0032659196,0.7372165,0.00009526859],"about_ca_topic_score_codex":0.001619016,"about_ca_topic_score_gemma":0.0039579724,"teacher_disagreement_score":0.039624196,"about_ca_system_score_codex":0.000655626,"about_ca_system_score_gemma":0.000917706,"threshold_uncertainty_score":0.13255608},"labels":[],"label_agreement":null},{"id":"W4387268165","doi":"10.4018/ijsmoc.331084","title":"Investigating Appearance Ideal Alignment of Popular Fitness Apparel Brands on Instagram","year":2023,"lang":"en","type":"article","venue":"International Journal of Social Media and Online Communities","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Clothing; Objectification; Psychology; Psychological intervention; Social media; Advertising; Social psychology; Computer science","score_opus":0.06668505061450881,"score_gpt":0.3706652726000849,"score_spread":0.3039802219855761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387268165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983608,0.000011884381,0.00007208052,0.000010279151,0.0000017051949,0.000006557066,0.000060173345,0.000002380181,0.0014742028],"genre_scores_gemma":[0.9988544,0.000021747835,0.00023139383,0.000011792866,0.000004423282,0.000011244218,0.00011493957,0.000004154663,0.00074591057],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998332,0.00006615757,0.000010952564,0.000020024294,0.00004382058,0.000025710522],"domain_scores_gemma":[0.99867296,0.0005627667,0.0004372786,0.00007714731,0.00016669318,0.00008314626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040067907,0.00013497617,0.00009219615,0.0008714317,0.00025015027,0.0006966193,0.000113010334,0.00013903725,0.0047194734],"category_scores_gemma":[0.0023036287,0.00009651109,0.00015098348,0.00042911049,0.0002152193,0.00049389654,0.00037169375,0.00021589363,0.00034791118],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064986665,0.00028728176,0.9515526,0.00007485157,0.00004811153,0.00015793892,0.007282914,0.00010743128,0.008021813,0.00030820922,0.00036087073,0.031148149],"study_design_scores_gemma":[0.0000025744844,0.000082145976,0.9945905,0.000008766257,0.000010426413,0.0001275368,0.0035413192,0.00032045506,0.00077197823,0.00004309783,0.0004969979,0.0000041927],"about_ca_topic_score_codex":0.0018867394,"about_ca_topic_score_gemma":0.0043842243,"teacher_disagreement_score":0.0047194734,"about_ca_system_score_codex":0.00024650604,"about_ca_system_score_gemma":0.000109285036,"threshold_uncertainty_score":0.015788198},"labels":[],"label_agreement":null}]}