{"id":"W2008804228","doi":"10.1145/2588555.2594518","title":"SerpentTI","year":2014,"lang":"en","type":"article","venue":"","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Social media; Computer science; World Wide Web; Focus (optics); Analytics; Theme (computing); Social network service; Service (business); Data science; Business","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":[0.0009249436,0.001680253,0.001021967,0.002765642,0.001418149,0.003693632,0.001649365,0.0009395164,0.1000465],"category_scores_gemma":[0.003751078,0.0008075524,0.0007794909,0.002724727,0.0006261611,0.005350991,0.003733258,0.001790703,0.09888586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007209874,"about_ca_system_score_gemma":0.001392578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006993235,"about_ca_topic_score_gemma":0.01048782,"domain_scores_codex":[0.9988782,0.000103423,0.00004308429,0.0002955169,0.0005191442,0.0001605803],"domain_scores_gemma":[0.9981514,0.0002614085,0.0001122376,0.0007006497,0.0004918571,0.0002824988],"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":[0.0008202257,0.0001594125,0.007109745,0.0005919177,0.00008230061,0.000522524,0.0007496355,0.001338692,0.008481996,0.01083135,0.7496281,0.2196841],"study_design_scores_gemma":[0.00007924137,0.0001318199,0.005867722,0.0001173421,0.00003851731,0.000714673,0.0003289622,0.01168073,0.008324271,0.006562522,0.9660811,0.00007316184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.04407055,0.003362532,0.09222978,0.002389395,0.001993506,0.0009832287,0.1107558,0.3368417,0.4073735],"genre_scores_gemma":[0.1992801,0.002944159,0.1107542,0.002019932,0.0009168147,0.00109903,0.2956943,0.04527871,0.3420128],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1000465,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01692451894194267,"score_gpt":0.2820392664703517,"score_spread":0.265114747528409,"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."}}