{"id":"W7009087758","doi":"","title":"Deep Dive into NTP Pool Popularity and Mapping","year":2023,"lang":"en","type":"report","venue":"Research Repository (Delft University of Technology)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Sector Council Newfoundland and Labrador","funders":"HORIZON EUROPE Framework Programme; Office of Advanced Research Computing, Rutgers, The State University of New Jersey; European Commission; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Network Time Protocol; Scrutiny; Popularity; Component (thermodynamics); Synchronization (alternating current); Server; Plan (archaeology); Key (lock)","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.004375205,0.0006366097,0.001438247,0.008309057,0.002016081,0.00009179081,0.002571175,0.002996485,0.0000309261],"category_scores_gemma":[0.002731888,0.0007999841,0.0003812821,0.004514913,0.004573159,0.0003504778,0.005971498,0.004922143,0.0005024159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003574274,"about_ca_system_score_gemma":0.00248134,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01992707,"about_ca_topic_score_gemma":0.0009885782,"domain_scores_codex":[0.9915084,0.0006389913,0.0007042881,0.001876343,0.003797742,0.001474288],"domain_scores_gemma":[0.9918605,0.000324286,0.0008199367,0.002301099,0.004265395,0.0004287995],"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":[0.001686413,0.002529877,0.2064511,0.01860945,0.0122198,0.07566345,0.005928007,0.0001549691,0.2273623,0.009128212,0.3617633,0.07850312],"study_design_scores_gemma":[0.004084337,0.001885997,0.0796702,0.006967781,0.001300685,0.003081047,0.04910057,0.00281672,0.01436237,0.01217001,0.8201594,0.004400925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8949311,0.009853491,0.0005803501,0.001810164,0.001386564,0.003926939,0.0002901593,0.005506902,0.08171431],"genre_scores_gemma":[0.9045832,0.008076292,0.006321724,0.000004150673,0.0004520397,0.00001659991,0.000276491,0.0005758585,0.07969362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.458396,"threshold_uncertainty_score":0.9994451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1121535771436906,"score_gpt":0.3547450926249129,"score_spread":0.2425915154812223,"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."}}