{"id":"W2078200109","doi":"10.1086/518865","title":"Chemical Properties of Star-Forming Dwarf Galaxies","year":2007,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"California Institute of Technology; National Aeronautics and Space Administration; National Science Foundation","keywords":"Astrophysics; Physics; Metallicity; Virgo Cluster; Luminosity; Dwarf galaxy; Galaxy; Abundance (ecology); Astronomy; Star formation; Stellar mass; Elliptical galaxy; Biology","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":[0.0007316543,0.0001580493,0.0002144611,0.00006705927,0.0002248885,0.00005904897,0.0003724224,0.00003021897,0.0002937253],"category_scores_gemma":[0.00001281442,0.0001049488,0.0001556862,0.00008496972,0.0002331042,0.0003391803,0.00009544678,0.0003790185,0.0000439971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001026921,"about_ca_system_score_gemma":0.0001081942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003590496,"about_ca_topic_score_gemma":0.000001294665,"domain_scores_codex":[0.9986115,0.00003915149,0.0006002376,0.0001046582,0.0002227919,0.0004217295],"domain_scores_gemma":[0.9991915,0.00004759754,0.0003189687,0.0001972226,0.0001107555,0.0001339699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008756667,0.00006693712,0.9858258,0.00000512093,0.00008123664,4.718474e-9,0.001006771,0.00004778059,0.009770852,0.002386678,0.0001322481,0.0005890427],"study_design_scores_gemma":[0.0004461819,0.00003264521,0.9631735,0.00002923855,0.00002701478,0.000009608927,0.001738031,0.0003396138,0.03287126,0.001091163,0.0001142484,0.000127498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975987,0.00005690055,0.001696017,0.0001650649,0.0001509623,0.000102613,0.000003104888,0.0000143894,0.000212268],"genre_scores_gemma":[0.9978097,9.304667e-7,0.001278901,9.47153e-7,0.0008039904,0.000003040867,0.000003875177,0.00001634232,0.00008227415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02310041,"threshold_uncertainty_score":0.4279689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206281218595386,"score_gpt":0.2102476577096253,"score_spread":0.1981848455236714,"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."}}