{"id":"W2441491651","doi":"10.5281/zenodo.55679","title":"Firmware: v1.3.3 Release","year":2016,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Firmware; Computer science; Operating system","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004147098,0.0001372957,0.0001358064,0.0003146478,0.001602393,0.0009822554,0.0007395224,0.00005116205,0.01579194],"category_scores_gemma":[0.0007326005,0.0001061454,0.00006732458,0.0007858977,0.00009767292,0.0009579991,0.0007560032,0.0001045571,0.02535862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004903774,"about_ca_system_score_gemma":0.000001919119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004849628,"about_ca_topic_score_gemma":4.345667e-7,"domain_scores_codex":[0.9987379,0.00002842224,0.0002140433,0.0003804587,0.0003159898,0.0003231473],"domain_scores_gemma":[0.9986634,0.00001286849,0.0001269139,0.0003698805,0.0007922076,0.0000347884],"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":[0.00008042523,0.000169765,0.00005877799,0.000181404,0.00005953,0.00001996381,0.00006389057,0.0001200416,0.00429537,0.02122061,0.3285084,0.6452219],"study_design_scores_gemma":[0.0004354042,0.000009636188,0.0002783345,0.00005907216,0.00003161897,0.000009130489,0.00006888512,0.001755083,0.00007886719,0.001047104,0.9960356,0.0001912353],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1293896,0.000395019,0.133193,0.03325722,0.000497348,0.0007897086,0.0001571202,0.007553605,0.6947675],"genre_scores_gemma":[0.9953752,0.00004773459,0.0000752364,0.0006816071,0.0006604161,3.626263e-8,0.0002964247,0.0008294945,0.002033822],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8659857,"threshold_uncertainty_score":0.9996974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.032298151343944,"score_gpt":0.2182785668654736,"score_spread":0.1859804155215296,"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."}}