{"id":"W2818306811","doi":"10.1109/infcomw.2018.8406822","title":"“What's the score?”: A first look at sports live data feed services","year":2018,"lang":"en","type":"article","venue":"","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Computer science","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":[0.002534587,0.0003877782,0.0003490557,0.00344691,0.0008872848,0.003205252,0.0005456697,0.0009523791,0.002183473],"category_scores_gemma":[0.02363422,0.0001790889,0.0003398136,0.005435755,0.0006713971,0.004133371,0.001013341,0.001188857,0.001010607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00137342,"about_ca_system_score_gemma":0.000752622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01685876,"about_ca_topic_score_gemma":0.02134151,"domain_scores_codex":[0.9966786,0.0009538038,0.0002027262,0.0003656103,0.001434167,0.0003650896],"domain_scores_gemma":[0.9824145,0.009228476,0.002282128,0.0007766258,0.004569518,0.0007286466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008241163,0.001012465,0.7327289,0.0005815831,0.0002055581,0.001067275,0.01035273,0.003957039,0.01289949,0.009386377,0.01564898,0.2113354],"study_design_scores_gemma":[0.00002599715,0.001139654,0.8913615,0.0002338115,0.0001063474,0.001470264,0.0270515,0.02488463,0.009729256,0.003875704,0.03999575,0.0001256286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608226,0.001088135,0.01023842,0.002965815,0.00009483995,0.0002292354,0.003511077,0.0003090448,0.02074083],"genre_scores_gemma":[0.9884253,0.000370467,0.007406828,0.0002839605,0.00005225919,0.0000460678,0.001506027,0.00007649927,0.001832607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01685876,"threshold_uncertainty_score":0.03352123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02941620364527723,"score_gpt":0.2531102773428958,"score_spread":0.2236940736976186,"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."}}