{"id":"W2009706745","doi":"10.1364/fts.2001.fmd11","title":"Engineering model testing activities for ACE","year":2001,"lang":"en","type":"article","venue":"Fourier Transform Spectroscopy","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ABB (Canada)","funders":"","keywords":"Presentation (obstetrics); Atmosphere (unit); Spectrometer; Aerospace engineering; Ozone; Fourier transform; Systems engineering; Space (punctuation); Computer science; Remote sensing; Environmental science; Meteorology; Astrobiology; Engineering; Physics; Geology; Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001277672,0.0001739595,0.0001806824,0.00001680034,0.0001807452,0.00006192132,0.0001441026,0.00006073749,0.0005238058],"category_scores_gemma":[0.00001737786,0.0001555528,0.00008164161,0.0001834967,0.00002734959,0.0003495169,0.000002211339,0.0001205005,0.00003878595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009190168,"about_ca_system_score_gemma":0.00005117843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001412422,"about_ca_topic_score_gemma":0.0002150857,"domain_scores_codex":[0.9989191,0.000004264611,0.0001654456,0.0002244852,0.0001611717,0.0005254772],"domain_scores_gemma":[0.999602,0.0001094163,0.00003094244,0.0001318042,0.00001654541,0.0001093609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001063614,0.0001409429,0.1254487,0.0003704802,0.0002314685,0.00007177285,0.003087818,0.6252547,0.01943186,0.001848845,0.002425179,0.2206246],"study_design_scores_gemma":[0.0004251659,0.0002082209,0.001978174,0.00002080422,0.00003139779,0.00002162909,0.0001276472,0.9814699,0.005227395,0.002131832,0.008072871,0.0002849894],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5991324,0.0002482705,0.3602236,0.0005675798,0.0002460186,0.0004210553,0.0000988833,0.0002551554,0.03880706],"genre_scores_gemma":[0.7058555,0.0001262009,0.2923483,0.0001615868,0.0002558959,0.00001203098,0.0000415344,0.00001686496,0.001182143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3562152,"threshold_uncertainty_score":0.634326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01845769363848732,"score_gpt":0.2264794987546897,"score_spread":0.2080218051162024,"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."}}