{"id":"W3034112650","doi":"10.1051/0004-6361/201833294","title":"The OTELO survey","year":2018,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Science and Technology Facilities Council; Instituto de Astrofísica de Canarias; Centre National de la Recherche Scientifique; National Science Foundation; Ministerio de Economía y Competitividad; National Aeronautics and Space Administration; Agence Nationale de la Recherche","keywords":"Sky; Redshift; Galaxy; Data reduction; COSMIC cancer database; Line-of-sight; Active galactic nucleus; Observational cosmology; Emission spectrum","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000487909,0.000519953,0.0004298999,0.004181636,0.0006087192,0.001482112,0.001045374,0.0003736271,0.07645467],"category_scores_gemma":[0.002177932,0.0001814487,0.000221333,0.007502953,0.0002328924,0.001276801,0.001712156,0.0003352677,0.0217242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001119905,"about_ca_system_score_gemma":0.00203331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06023441,"about_ca_topic_score_gemma":0.07621346,"domain_scores_codex":[0.9992418,0.00005518273,0.00005222116,0.0001850954,0.0002516661,0.0002140334],"domain_scores_gemma":[0.99819,0.0001558592,0.0005185788,0.0002993526,0.000528854,0.00030746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008914706,0.0001616378,0.1559386,0.001855205,0.00009372128,0.0007988501,0.001063259,0.0006242656,0.002747243,0.01512614,0.5635709,0.2571288],"study_design_scores_gemma":[0.00004821812,0.00002895175,0.1456872,0.0002593559,0.00002439556,0.0003449942,0.0006461595,0.0002972296,0.0003407305,0.0005705588,0.8517326,0.00001962577],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1013539,0.002491953,0.002647231,0.0005979017,0.0002286188,0.0003716094,0.6431275,0.0007997009,0.2483816],"genre_scores_gemma":[0.1566024,0.002557152,0.004959401,0.0005916761,0.0002209803,0.0005854438,0.7123893,0.0004721916,0.1216215],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07645467,"threshold_uncertainty_score":0.2557663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008017620754292165,"score_gpt":0.2034771308189251,"score_spread":0.1954595100646329,"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."}}