{"id":"W6980117293","doi":"","title":"Automation of analysis of airborne radionuclides observed in Canadian CTBT radiological monitoring networks using LINSSI","year":2014,"lang":"en","type":"other","venue":"STM:n Hallinnonalan avoin julkaisuarkisto (Julkari)","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Automation; Radiological weapon; Radionuclide; Radiation monitoring; Automated method; Instrumentation (computer programming)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002219257,0.0008801189,0.002602647,0.005675287,0.0001608936,0.0001114053,0.001043785,0.0009599878,0.001430041],"category_scores_gemma":[0.0005656159,0.0009016743,0.000827042,0.005720335,0.0003727106,0.0003592985,0.0002026538,0.0007698889,0.0000535686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005126543,"about_ca_system_score_gemma":0.0001760815,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1124905,"about_ca_topic_score_gemma":0.09615108,"domain_scores_codex":[0.9950773,0.0002631602,0.001866237,0.001089291,0.0006670377,0.00103699],"domain_scores_gemma":[0.9954877,0.0003703115,0.002574206,0.001118422,0.0003273406,0.0001219636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002876554,0.0003664375,0.343562,0.001195493,0.005060058,0.0001371933,0.0001487147,0.6251161,0.0003249038,0.01368048,0.006084566,0.004036336],"study_design_scores_gemma":[0.0018083,0.00006482218,0.1203161,0.00290752,0.007980224,0.00000479054,0.0001892869,0.7776117,0.00003633479,0.001979109,0.08442418,0.002677698],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6096976,0.01545298,0.09248593,0.0007271758,0.006808236,0.005228638,0.0005680544,0.002372406,0.266659],"genre_scores_gemma":[0.9853001,0.0001669567,0.003368219,0.00017853,0.002028256,0.00003388266,0.000937107,0.0004842238,0.007502774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3756025,"threshold_uncertainty_score":0.9994828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02946698200507511,"score_gpt":0.2615149593183216,"score_spread":0.2320479773132465,"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."}}