{"id":"W4221140005","doi":"10.48550/arxiv.2203.07693","title":"An Automated Pipeline for Ultra-Violet Imaging Telescope (UVIT)","year":2022,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Telescope; Sky; Pipeline (software); Remote sensing; Spacecraft; Computer science; Physics; Satellite; Detector; Optics; Real-time computing; Astronomy; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001145891,0.001793783,0.0008142084,0.001939934,0.001035227,0.003104891,0.002698041,0.0008303121,0.03732724],"category_scores_gemma":[0.002720426,0.001081098,0.001799967,0.001519998,0.0003974881,0.001862,0.002330734,0.001771737,0.04121155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00118361,"about_ca_system_score_gemma":0.00189871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007826753,"about_ca_topic_score_gemma":0.005312891,"domain_scores_codex":[0.9988721,0.00008741062,0.00007591303,0.0003655753,0.0004067544,0.0001921344],"domain_scores_gemma":[0.998594,0.0002300381,0.0000942663,0.0003575157,0.000589278,0.0001349354],"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":[0.001100699,0.0002740389,0.006433825,0.0009986337,0.000190895,0.0007283956,0.0008487159,0.01045054,0.07845105,0.006899992,0.2368218,0.6568015],"study_design_scores_gemma":[0.0003112444,0.0004138502,0.02047182,0.0003125764,0.0001859493,0.001310176,0.0005446919,0.1524438,0.1712456,0.02611382,0.6263023,0.0003441175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.007862365,0.0005167049,0.6930336,0.000271474,0.000179928,0.0007134344,0.01834251,0.2693307,0.00974934],"genre_scores_gemma":[0.05386957,0.0004751199,0.8208832,0.0004214291,0.0001228676,0.001106523,0.08342374,0.02425189,0.01544563],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.03732724,"threshold_uncertainty_score":0.124872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03852452433073,"score_gpt":0.2447040743521125,"score_spread":0.2061795500213825,"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."}}