{"id":"W4289710523","doi":"10.1051/0004-6361/201833105","title":"The EDIBLES survey","year":2018,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Spectroscopy and Laser Applications","field":"Chemistry","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Science and Engineering Research Board; Natural Sciences and Engineering Research Council of Canada; Agence Nationale de la Recherche; Centre National de la Recherche Scientifique; European Southern Observatory; Leverhulme Trust","keywords":"Spectral line; Line-of-sight; Astrophysics; Physics; Doppler effect; Line (geometry); Remote sensing; Astronomy; Geology; Geometry; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003518115,0.0002886736,0.00009874012,0.0008724943,0.0002416852,0.0003746304,0.0005145727,0.0002310332,0.008207585],"category_scores_gemma":[0.0007168596,0.00008950924,0.0001207924,0.0009970061,0.0001563551,0.0003854124,0.001271677,0.000257983,0.00198552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000632179,"about_ca_system_score_gemma":0.0007648079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01441804,"about_ca_topic_score_gemma":0.02018555,"domain_scores_codex":[0.9997529,0.00003435356,0.00001165899,0.00008161939,0.00006751498,0.00005196075],"domain_scores_gemma":[0.99958,0.0000537396,0.0001213354,0.00007147272,0.0001051448,0.00006840083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004943738,0.0001131608,0.5557523,0.0009660815,0.0001197576,0.002104126,0.002003777,0.001317213,0.01040708,0.01069951,0.1389933,0.2770293],"study_design_scores_gemma":[0.00002269464,0.00005825161,0.5816819,0.0001341404,0.00003056286,0.00117504,0.001751565,0.0006002433,0.001600161,0.000617962,0.4123154,0.00001206241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6982175,0.002421932,0.004742111,0.002189128,0.0001935245,0.0002943652,0.1354816,0.0007079001,0.155752],"genre_scores_gemma":[0.8184914,0.002066117,0.0120871,0.001204016,0.00009953559,0.0003145219,0.1082899,0.0001654131,0.05728206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01441804,"threshold_uncertainty_score":0.02866822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00880939138176015,"score_gpt":0.2361273667002556,"score_spread":0.2273179753184954,"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."}}