{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004569099,0.0001306505,0.000182203,0.0003672097,0.0002211877,0.0003784116,0.000823767,0.00005354251,0.00004968128],"category_scores_gemma":[0.00006059159,0.0001171924,0.0001273916,0.001995788,0.00002296893,0.000453317,0.0004349039,0.0000800694,0.0005636968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002921909,"about_ca_system_score_gemma":0.00003294822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001889518,"about_ca_topic_score_gemma":0.000009061512,"domain_scores_codex":[0.99838,0.00002415028,0.0002547157,0.0004586419,0.0005255528,0.0003569635],"domain_scores_gemma":[0.999377,0.00009270628,0.00005714173,0.0002928171,0.00006366258,0.0001166309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000220252,0.0005974213,0.01132903,0.0001290133,0.0007574916,0.00003801898,0.1665311,0.01554831,0.03655803,0.4393038,0.2783092,0.05087652],"study_design_scores_gemma":[0.00193933,0.00004773233,0.06866334,0.00007915626,0.00009546767,0.000007460428,0.01530678,0.8669937,0.005613856,0.002693383,0.03671386,0.001845932],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07804141,0.000022493,0.9064093,0.001932573,0.0007154128,0.0001741907,0.00000287517,0.0007278379,0.0119739],"genre_scores_gemma":[0.828298,0.00001254532,0.165433,0.003306302,0.0005344485,0.00005817654,0.00003305176,0.00003162854,0.002292909],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8514454,"threshold_uncertainty_score":0.724537,"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."}}