{"id":"W2786867706","doi":"10.1177/0003702818767133","title":"The Spectrum of the Universe","year":2018,"lang":"en","type":"article","venue":"Applied Spectroscopy","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Observational cosmology; Multipole expansion; Cosmology; Milky Way; Universe; Galaxy; Astrophysics; Electromagnetic spectrum; Cosmic background radiation; Spectral line; COSMIC cancer database; Astronomy; Cosmic microwave background; Dark energy; Quantum mechanics","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":[0.00005721793,0.000104459,0.000101737,0.000009340084,0.0003600488,0.00002422102,0.0004051696,0.00001075244,0.0001737985],"category_scores_gemma":[4.418135e-7,0.00005938541,0.00007687556,0.0001774771,0.0003301144,0.00002202454,0.0001597325,0.000116546,0.00009132356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002049229,"about_ca_system_score_gemma":0.00005761016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005276812,"about_ca_topic_score_gemma":0.000005312637,"domain_scores_codex":[0.9993412,0.0000120366,0.0001232622,0.0001417232,0.0001332183,0.0002485584],"domain_scores_gemma":[0.9993565,0.00002580504,0.0001116725,0.0004554908,0.00001939694,0.00003113188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002243243,0.00003187757,0.0006924321,6.346709e-7,0.0000366305,3.452561e-8,0.0001314694,0.00000260164,0.05519191,0.9401286,0.001597625,0.00216372],"study_design_scores_gemma":[0.0003917991,0.00006981425,0.002548922,0.000005117496,0.00002739434,1.111881e-7,0.0008619569,0.00006886631,0.4623819,0.5148175,0.01868701,0.0001395423],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4397323,0.00001080465,0.009304943,0.0006167757,0.0002765002,0.0002565056,0.00001546546,0.00001937862,0.5497673],"genre_scores_gemma":[0.9985112,0.000001337217,0.0002087483,0.00004936274,0.0005874058,0.000008578563,0.000001386113,0.00001220077,0.0006197641],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5587789,"threshold_uncertainty_score":0.2769241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003491806388798623,"score_gpt":0.1990748846891106,"score_spread":0.195583078300312,"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."}}