{"id":"W4403585688","doi":"10.48550/arxiv.2409.03753","title":"WildVis: Open Source Visualizer for Million-Scale Chat Logs in the Wild","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of Naval Research; Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Open source; Scale (ratio); Computer science; Operating system; Geography; Cartography; Software","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001909115,0.00265481,0.001337288,0.004524515,0.001026393,0.003036222,0.002155162,0.001284419,0.0257128],"category_scores_gemma":[0.01035315,0.001002781,0.001226915,0.003388795,0.000485249,0.0041693,0.0036224,0.002266389,0.01251777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000639391,"about_ca_system_score_gemma":0.00137225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007033215,"about_ca_topic_score_gemma":0.01262592,"domain_scores_codex":[0.9986303,0.000316662,0.0001461381,0.0003166544,0.0004647555,0.0001254603],"domain_scores_gemma":[0.9955803,0.00202518,0.0002419002,0.001250644,0.000598068,0.0003040017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000748001,0.000319151,0.005709815,0.002149524,0.0002582098,0.0004723215,0.003009259,0.003581541,0.006163216,0.006460147,0.8886424,0.08248636],"study_design_scores_gemma":[0.0005179479,0.0002197813,0.01829085,0.0008024552,0.0001148472,0.000821441,0.002495136,0.1433357,0.01963068,0.04467726,0.7686674,0.0004265809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.01347105,0.0007341086,0.07000152,0.0006242301,0.000500377,0.0004173445,0.3625144,0.542776,0.008960971],"genre_scores_gemma":[0.1094817,0.0009246779,0.1505339,0.0004817457,0.0002503577,0.002947496,0.666385,0.05933403,0.009661069],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.0257128,"threshold_uncertainty_score":0.08601785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1259884160724398,"score_gpt":0.2903593361449194,"score_spread":0.1643709200724796,"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."}}