{"id":"W2970388721","doi":"10.1093/mnras/stz2047","title":"An empirical infrared transit spectrum of Earth: opacity windows and biosignatures","year":2019,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Opacity; Transit (satellite); Earth (classical element); Astrobiology; Infrared; Exoplanet; Astronomy; Super-Earth; Spectrum (functional analysis); Astrophysics; Planet; Optics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001671523,0.0001557815,0.0002897431,0.00001016283,0.00007699629,0.00002599205,0.0004061332,0.00006434853,0.0003073321],"category_scores_gemma":[0.000001987567,0.0001097762,0.0002403698,0.00007223667,0.0002624619,0.0001515389,0.00007756115,0.0002491054,0.000005301342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005651577,"about_ca_system_score_gemma":0.00004176579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003909453,"about_ca_topic_score_gemma":0.0000158696,"domain_scores_codex":[0.9989946,0.00006793965,0.0002496616,0.000264031,0.0001740315,0.0002496757],"domain_scores_gemma":[0.9993256,0.00009308746,0.0001620749,0.0002951833,0.00001724525,0.0001068594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003897529,0.0000833496,0.7297392,0.00001074873,0.00004882154,1.873873e-8,0.0003696002,0.2685884,0.00050095,0.00004108391,0.00009664241,0.0004821056],"study_design_scores_gemma":[0.0003696586,0.000134804,0.7568238,0.00001396623,0.000029665,5.964587e-9,0.0003016953,0.2386418,0.003344113,0.00004302728,0.0001916369,0.0001058419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982783,0.0000372164,0.0001295756,0.0001691476,0.0001027958,0.0002026283,0.0002040035,0.000008241374,0.0008681137],"genre_scores_gemma":[0.9970582,2.988899e-8,0.002666585,0.00002593978,0.00008807996,0.000001285522,0.00001989264,0.000006710481,0.0001333341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02994666,"threshold_uncertainty_score":0.4476543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006112003555432836,"score_gpt":0.2035014695347416,"score_spread":0.1973894659793088,"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."}}