{"id":"W2150087902","doi":"10.1175/jtech-d-12-00230.1","title":"Scientific Assessment of the SWIFT Instrument Design","year":2013,"lang":"en","type":"article","venue":"Journal of Atmospheric and Oceanic Technology","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Remote sensing; Michelson interferometer; Environmental science; Stratosphere; Doppler effect; Interferometry; Satellite; Swift; Meteorology; Lidar; Physics; Optics; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01754426,0.0007397069,0.0004117672,0.00119411,0.0006353653,0.001834301,0.001513983,0.001255991,0.001689014],"category_scores_gemma":[0.0176641,0.0004310333,0.0005564478,0.0009813901,0.0005218034,0.002004674,0.001266288,0.0006324138,0.0007547314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001374151,"about_ca_system_score_gemma":0.002499828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001436082,"about_ca_topic_score_gemma":0.0008606894,"domain_scores_codex":[0.9906442,0.003311499,0.0004366414,0.0007490625,0.004594153,0.0002643885],"domain_scores_gemma":[0.984379,0.002815878,0.001100644,0.001395888,0.01003908,0.0002695754],"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":[0.002602813,0.0004550589,0.04336709,0.000734494,0.0001861737,0.000267508,0.0004120368,0.222502,0.1021333,0.01802175,0.004766498,0.6045513],"study_design_scores_gemma":[0.0006707048,0.006253478,0.03673923,0.0001794812,0.0002215766,0.0005415037,0.0003801086,0.7501395,0.1473421,0.009417919,0.04793517,0.0001793077],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.295615,0.0007003894,0.677881,0.001779544,0.0002372854,0.001255087,0.00113096,0.001243336,0.02015748],"genre_scores_gemma":[0.6224008,0.00035849,0.3706114,0.0002824145,0.0001206821,0.0006662973,0.001449608,0.0001986024,0.00391167],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01754426,"threshold_uncertainty_score":0.09278405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009665941416552894,"score_gpt":0.2079695760665232,"score_spread":0.1983036346499703,"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."}}