{"id":"W4390679436","doi":"10.1109/aike59827.2023.00011","title":"Influencer Lookalikes: A Novel Approach to Identifying Similar Social Media Users","year":2023,"lang":"en","type":"article","venue":"","topic":"Sentiment Analysis and Opinion Mining","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Social media; Computer science; Internet privacy; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001553154,0.000774224,0.0009255515,0.005862503,0.0009177511,0.001424192,0.001229607,0.0007495872,0.002297149],"category_scores_gemma":[0.007165801,0.0003237271,0.0007015658,0.00220383,0.0006677458,0.001829966,0.001495794,0.0007649015,0.001462529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004701811,"about_ca_system_score_gemma":0.0004839003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001993875,"about_ca_topic_score_gemma":0.005679828,"domain_scores_codex":[0.9981376,0.000385604,0.0001074773,0.0006507506,0.0006048034,0.0001137728],"domain_scores_gemma":[0.9965768,0.001245905,0.0007099857,0.0005193801,0.000767196,0.0001807175],"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":[0.001058767,0.000621443,0.06066871,0.0003859426,0.0005648488,0.0007000665,0.002634478,0.007879355,0.0722183,0.01214205,0.01091203,0.830214],"study_design_scores_gemma":[0.00007771023,0.0007816747,0.0681289,0.00007654617,0.0002515246,0.002583903,0.001524968,0.8487594,0.04216472,0.01378802,0.02167465,0.0001880815],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1966722,0.0005917509,0.7836239,0.0003742637,0.0001867973,0.0009312496,0.001460789,0.006161724,0.009997175],"genre_scores_gemma":[0.6448164,0.000166168,0.3475479,0.0001104993,0.0001888237,0.0003310456,0.00122728,0.0002766812,0.005335223],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005862503,"threshold_uncertainty_score":0.008213937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030533908912947,"score_gpt":0.314410804906578,"score_spread":0.2113574140152834,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}