{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01360024,0.000802475,0.0006102206,0.001186573,0.001383702,0.002812243,0.002454075,0.001013712,0.004572445],"category_scores_gemma":[0.02808891,0.0003539526,0.0004396277,0.001081208,0.00166808,0.003030934,0.003052173,0.001636576,0.001084807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004020908,"about_ca_system_score_gemma":0.003673568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01975939,"about_ca_topic_score_gemma":0.01724435,"domain_scores_codex":[0.9902018,0.002770342,0.0004276859,0.0005979467,0.004955758,0.00104656],"domain_scores_gemma":[0.9836373,0.003334407,0.0007028879,0.002191298,0.008166156,0.001968028],"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":[0.02279458,0.01268634,0.06908878,0.002180432,0.0003404835,0.001098656,0.009653752,0.1036095,0.07456383,0.04848618,0.07015488,0.5853427],"study_design_scores_gemma":[0.003934902,0.0432744,0.07883664,0.0006272226,0.0003205562,0.0005714392,0.01855646,0.2895188,0.183728,0.009985933,0.3700615,0.000584237],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9139163,0.0002224875,0.02957597,0.0009264961,0.0003411613,0.002079212,0.001645507,0.004213572,0.04707926],"genre_scores_gemma":[0.9562736,0.0001638101,0.02881751,0.0003159094,0.00003845263,0.001091105,0.003994485,0.0005727155,0.008732332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01975939,"threshold_uncertainty_score":0.07192582,"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."}}