{"id":"W2585181949","doi":"10.1038/s41550-017-0037","title":"Unveiling the radio cosmos","year":2017,"lang":"en","type":"article","venue":"Nature Astronomy","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Cosmos (plant); Astronomy; Physics; Astrobiology; Astrophysics; History; Art history","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":[0.001526724,0.0003773585,0.000331816,0.001220712,0.001357655,0.00440354,0.0004961927,0.001163566,0.009093613],"category_scores_gemma":[0.002649407,0.000209544,0.0001768939,0.0008996059,0.008758125,0.007417927,0.00288016,0.002488698,0.001635488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001268988,"about_ca_system_score_gemma":0.001000156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001727628,"about_ca_topic_score_gemma":0.002756909,"domain_scores_codex":[0.9996907,0.0001147643,0.000007364464,0.00006295889,0.00006146504,0.00006272247],"domain_scores_gemma":[0.9989594,0.0004238426,0.0001010636,0.0001672686,0.0001394858,0.0002089035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001452141,0.00002492959,0.002821076,0.0003099706,0.0000217403,0.0002642184,0.003146483,0.0004780473,0.002085968,0.8632228,0.02260502,0.1048746],"study_design_scores_gemma":[0.00001782352,0.00003201311,0.004128673,0.0002176929,0.00001538112,0.0002452756,0.00183821,0.0003509556,0.0003843485,0.2693813,0.7233675,0.0000207978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1001736,0.2096279,0.02041621,0.09118315,0.01053376,0.00003087608,0.0004669589,0.0004196094,0.5671479],"genre_scores_gemma":[0.8468919,0.07235058,0.005666156,0.015586,0.01356093,0.00003595454,0.0002504738,0.0003719819,0.04528605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009093613,"threshold_uncertainty_score":0.03042114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005854285366184604,"score_gpt":0.2536369240616134,"score_spread":0.2477826386954288,"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."}}