{"id":"W2005760764","doi":"10.1088/0957-0233/24/1/015801","title":"Design requirements for the SWIFT instrument","year":2012,"lang":"en","type":"article","venue":"Measurement Science and Technology","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"EUROfusion; Israel Cancer Research Fund","keywords":"Michelson interferometer; Interferometry; Spacecraft; Remote sensing; Sensitivity (control systems); Visibility; Optical path length; Optics; Doppler effect; Astronomical interferometer; Environmental science; Filter (signal processing); Optical instrument; Satellite; Aerospace engineering; Computer science; Physics; Engineering; Electronic engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003844531,0.00009229192,0.0000882614,0.00004220777,0.0007067057,0.00004848991,0.0003554836,0.00004454664,0.0001169887],"category_scores_gemma":[0.0002445854,0.00005463885,0.00001289569,0.0006086288,0.0005805846,0.0003221901,0.00002933161,0.00006432682,0.00004314075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002342961,"about_ca_system_score_gemma":0.0001211114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006794495,"about_ca_topic_score_gemma":0.00006834186,"domain_scores_codex":[0.9983742,0.00001393276,0.0001320972,0.0001973728,0.0007464919,0.0005359655],"domain_scores_gemma":[0.9994064,0.00003805391,0.00005599262,0.0002049466,0.0002153952,0.00007920425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002776006,0.00004418382,0.316411,0.00001181306,0.00002741342,5.134739e-7,0.000183943,0.00004412281,0.004288577,0.003735204,0.001011031,0.6742144],"study_design_scores_gemma":[0.002906365,0.002322374,0.5472589,0.00008970672,0.0002757724,0.0001027904,0.007774649,0.02981694,0.07393587,0.01881903,0.3153036,0.001394019],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7723467,0.02277406,0.1393383,0.03153384,0.004800625,0.005477619,0.00001993989,0.0007084191,0.02300046],"genre_scores_gemma":[0.9959736,0.0001053423,0.003598412,0.0002387383,0.00003900961,0.00001676276,4.282693e-7,0.000001771811,0.0000258901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6728204,"threshold_uncertainty_score":0.543548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0889306862100243,"score_gpt":0.2522710980425643,"score_spread":0.16334041183254,"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."}}