{"id":"W6903540246","doi":"10.1051/0004-6361/201526374/pdf","title":"Extracting H","year":2015,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; York University; Office of Science; Johns Hopkins University; Carnegie Mellon University; College of Engineering, Michigan State University; Harvard University; Ohio State University; National Science Foundation; University of Washington; Alfred P. Sloan Foundation; New Mexico State University; University of Portsmouth; Vanderbilt University; Yale University; Princeton University; Brookhaven National Laboratory; U.S. Department of Energy","keywords":"Flux (metallurgy); Filter (signal processing); Extinction (optical mineralogy); Photometry (optics); Galaxy; Spectral line","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001018575,0.001326721,0.0007009777,0.002400738,0.001067289,0.003561905,0.001689029,0.001219819,0.05057495],"category_scores_gemma":[0.003201352,0.0005465236,0.001222892,0.001812221,0.0006205589,0.002772459,0.002685101,0.0009613751,0.04226566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109411,"about_ca_system_score_gemma":0.001452147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003181251,"about_ca_topic_score_gemma":0.003380713,"domain_scores_codex":[0.9993093,0.00006039317,0.00003216843,0.0002419483,0.0002366449,0.0001195571],"domain_scores_gemma":[0.9990693,0.0001503935,0.00007295842,0.0003277124,0.0002880302,0.00009162554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003341266,0.0001396561,0.02526475,0.001303517,0.0002901651,0.0005230691,0.0006140891,0.007720793,0.01117234,0.1083551,0.2109382,0.6333442],"study_design_scores_gemma":[0.0001133538,0.000161969,0.03163208,0.0004989011,0.000213652,0.0007040147,0.0009050835,0.03303571,0.01886466,0.1546898,0.7590331,0.0001476928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03181049,0.003589778,0.3792745,0.002570944,0.002007841,0.0008973716,0.04271949,0.01533982,0.5217898],"genre_scores_gemma":[0.3617682,0.004352767,0.3326292,0.003842732,0.00180996,0.001162192,0.08346578,0.005613224,0.205356],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05057495,"threshold_uncertainty_score":0.1691901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01668559421462851,"score_gpt":0.2346879072763517,"score_spread":0.2180023130617232,"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."}}