{"id":"W2197614022","doi":"10.1088/0004-6256/149/6/203","title":"MINING FOR DUST IN TYPE 1 QUASARS","year":2015,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Western University","funders":"Science and Technology Facilities Council","keywords":"Quasar; Astrophysics; Physics; Balmer series; Spectral energy distribution; Rest frame; Photometry (optics); Galaxy; Sky; Emission spectrum; Ultraviolet; Infrared; Extinction (optical mineralogy); Spectral index; Spectral line; Redshift; Astronomy; Optics; Stars","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005562795,0.00009701393,0.0001318958,0.00005238649,0.0001190982,0.00007530923,0.0002340881,0.00001988976,0.0001191024],"category_scores_gemma":[0.00001981179,0.00007263058,0.00006482307,0.00007936412,0.00004658238,0.0002202477,0.00003883011,0.000198524,0.00006775524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001264298,"about_ca_system_score_gemma":0.0001823165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002575246,"about_ca_topic_score_gemma":0.000003961759,"domain_scores_codex":[0.9991881,0.00005419564,0.0002981761,0.00008307466,0.00009588918,0.0002805181],"domain_scores_gemma":[0.9994597,0.00006274536,0.0001403529,0.0001231924,0.00008377363,0.0001301674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006331911,0.00003485631,0.9921146,6.627793e-7,0.00002277503,2.571802e-9,0.0009410941,0.001223306,0.00001502173,0.001522108,0.003210211,0.0008520212],"study_design_scores_gemma":[0.00112155,0.00008489565,0.9853852,0.000008739578,0.00001313475,0.000003572562,0.002855543,0.004550495,0.0000340448,0.003596961,0.002244176,0.0001016178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964784,0.00001796521,0.002173063,0.0004811997,0.0003361675,0.0001133894,0.00000321612,0.000006930507,0.0003896208],"genre_scores_gemma":[0.9965608,4.237357e-7,0.002448807,0.000002452224,0.0008386002,0.00000863302,0.00001020005,0.00001258723,0.0001175736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006729353,"threshold_uncertainty_score":0.2961789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02742079399041361,"score_gpt":0.2526309155078025,"score_spread":0.2252101215173889,"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."}}