{"id":"W3115209235","doi":"","title":"The Dust Content of a Quarter Million SDSS DR4 Galaxies","year":2005,"lang":"en","type":"article","venue":"American Astronomical Society Meeting Abstracts","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Galaxy; Content (measure theory); Quarter (Canadian coin); Environmental science; Astronomy; Geography; Physics; Archaeology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001562671,0.0001567134,0.0001380683,0.001460907,0.0001634262,0.0003245339,0.0002184569,0.0002569349,0.002018744],"category_scores_gemma":[0.0005536819,0.0001173819,0.0001726473,0.0008499277,0.0001196967,0.0002599801,0.0002829053,0.0001268004,0.0008623152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003334895,"about_ca_system_score_gemma":0.00009496759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005504965,"about_ca_topic_score_gemma":0.00547961,"domain_scores_codex":[0.9998943,0.00001080088,0.000007891981,0.00002873051,0.00003401631,0.00002437501],"domain_scores_gemma":[0.9997018,0.00004806447,0.000102179,0.00003023189,0.00006202993,0.0000557948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003150323,0.0000496011,0.9312811,0.0001106325,0.0001594977,0.0001878181,0.0003431455,0.000743375,0.02372517,0.0008189972,0.007323905,0.03494171],"study_design_scores_gemma":[0.000005732404,0.00001904487,0.9934171,0.000003599992,0.00001511132,0.00014073,0.00009185607,0.0002272495,0.001014143,0.0001234355,0.00493844,0.000003500287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888647,0.0007878037,0.000204446,0.0002821368,0.00001290224,0.000003639666,0.006828389,0.0000980129,0.002918057],"genre_scores_gemma":[0.9905066,0.0003239279,0.0002961413,0.0001037472,0.00003750078,0.000004080296,0.00627692,0.00001514122,0.002435916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005504965,"threshold_uncertainty_score":0.01094586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135579070068036,"score_gpt":0.2536965750547775,"score_spread":0.2401386680479739,"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."}}