{"id":"W6893103215","doi":"10.5281/zenodo.14012703","title":"GN5-1 Orchestration, Automation and Virtualisation Terminology","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Network Time Synchronization Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cybernet Systems Corporation (Canada)","funders":"European Commission","keywords":"Automation; Terminology; Context (archaeology); Process automation system; Virtualization","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":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004855848,0.0001128412,0.00009073612,0.0003532643,0.0009934123,0.001800502,0.0008181572,0.00009036879,0.0009517653],"category_scores_gemma":[0.0002795791,0.0001179115,0.0000214071,0.00071667,0.0001582803,0.0009684667,0.0008499305,0.0001801389,0.002847391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001168459,"about_ca_system_score_gemma":0.000007308006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003041326,"about_ca_topic_score_gemma":1.328884e-7,"domain_scores_codex":[0.9986952,0.0001881272,0.0002194008,0.0004492609,0.0002199076,0.0002280809],"domain_scores_gemma":[0.9991972,0.0000418699,0.00005750081,0.0004070598,0.0002318296,0.00006455477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002138312,0.00001864989,0.000001750583,0.00004568204,0.00001620708,0.000009495705,0.0008864175,0.00008549598,0.001736158,0.2974183,0.03788695,0.6618927],"study_design_scores_gemma":[0.0001849088,0.0001952596,0.000513603,0.00004111672,0.000008080709,0.000306982,0.0001077568,0.1367769,0.001428982,0.01162409,0.8486007,0.0002115704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007596388,0.0005015319,0.9582136,0.004109754,0.0002438254,0.0003783991,0.00001967186,0.008035872,0.02090096],"genre_scores_gemma":[0.9905351,0.0001706342,0.007763978,0.0001107445,0.0001177799,1.292073e-7,0.0003915281,0.0004006506,0.0005094805],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9829387,"threshold_uncertainty_score":0.9999615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02714772548946561,"score_gpt":0.2412873290668369,"score_spread":0.2141396035773713,"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."}}