{"id":"W2739877106","doi":"10.1145/3077136.3084141","title":"Event Detection on Curated Tweet Streams","year":2017,"lang":"en","type":"article","venue":"","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Event (particle physics); STREAMS; Computer network","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007691441,0.001122722,0.001033935,0.003300006,0.0007202365,0.001198721,0.00117351,0.001029226,0.002699806],"category_scores_gemma":[0.005496373,0.0003623542,0.0004812309,0.002089469,0.0003176632,0.002021927,0.001168402,0.001019392,0.00193542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004828707,"about_ca_system_score_gemma":0.0005770554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003189289,"about_ca_topic_score_gemma":0.004679315,"domain_scores_codex":[0.9989968,0.0001390906,0.0000584945,0.0002853143,0.0003862503,0.0001341219],"domain_scores_gemma":[0.9971992,0.001194521,0.00035596,0.0003652176,0.0007181189,0.0001670241],"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":[0.002349303,0.0006927127,0.02849645,0.0008072338,0.0002550307,0.002230315,0.001492067,0.02981433,0.2005753,0.007242034,0.02263737,0.7034078],"study_design_scores_gemma":[0.00007691639,0.0001931024,0.01595153,0.00004535359,0.00007608513,0.0005605425,0.0003424497,0.8648554,0.08364252,0.00928376,0.02490085,0.00007148067],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.153173,0.0006488482,0.8123486,0.0004359816,0.0003199215,0.0004976332,0.004919764,0.02143138,0.006224893],"genre_scores_gemma":[0.6535907,0.0005441207,0.3255538,0.0002110838,0.0006027481,0.000566213,0.009372361,0.0008002904,0.008758808],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003300006,"threshold_uncertainty_score":0.009031713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563179368617053,"score_gpt":0.3044668488642134,"score_spread":0.2888350551780429,"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."}}