{"id":"W2801477424","doi":"10.1117/12.2304952","title":"Evaluation of OSUS at TTCP CUE 2017","year":2018,"lang":"en","type":"article","venue":"","topic":"Advanced Optical Sensing Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interoperability; Event (particle physics); Interface (matter); Suite; Computer science; Architecture; Workstation; Ground station; Embedded system; Telecommunications; Systems engineering; Engineering; World Wide Web; Operating system; Satellite","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":[],"consensus_categories":[],"category_scores_codex":[0.0001423012,0.00004378657,0.00006249714,0.000015471,0.00004042301,0.000003418941,0.00006454,0.00001960632,0.000770629],"category_scores_gemma":[0.00003403392,0.00003489702,0.00002176074,0.00004927056,0.0001295046,0.00003764916,0.00007100233,0.00002745317,0.0001566915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000236227,"about_ca_system_score_gemma":0.0000133988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002088074,"about_ca_topic_score_gemma":0.00000658235,"domain_scores_codex":[0.9995589,0.00001261452,0.00007917601,0.00008967762,0.0001725501,0.00008704393],"domain_scores_gemma":[0.9994876,0.00002231635,0.000040596,0.0001983013,0.0002380913,0.00001309176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001794936,0.0001025796,0.007616512,0.000002374991,0.00007561407,1.959912e-7,0.00008011417,0.000117961,0.0302741,0.4182011,0.00903457,0.5344769],"study_design_scores_gemma":[0.000524053,0.0001010057,0.003828925,0.00001088368,0.00006581005,3.868794e-7,0.0001427419,0.0143702,0.5190393,0.4574048,0.004371879,0.0001400073],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6441141,0.00001175869,0.01803643,0.0002443665,0.00008643268,0.0001005274,0.00000258669,0.00006888903,0.3373349],"genre_scores_gemma":[0.9864864,1.553482e-7,0.01291131,0.000008329128,0.00006427247,0.000002126924,0.000002281584,0.000003510994,0.0005215552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5343369,"threshold_uncertainty_score":0.8437847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0525797959244854,"score_gpt":0.3432763980125973,"score_spread":0.2906966020881119,"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."}}