{"id":"W4412416129","doi":"10.3847/1538-4357/adddb5","title":"Efficient Ionizers with Low H<b> <i>β</i> </b> + [O <scp>iii</scp>] Equivalent Widths: JADES Spectroscopy of a Peculiar High-redshift Population","year":2025,"lang":"lv","type":"article","venue":"The Astrophysical Journal","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"Science and Technology Facilities Council; European Commission; Royal Society; University of Arizona; Wisconsin Alumni Research Foundation; Danmarks Grundforskningsfond; National Aeronautics and Space Administration; National Research Foundation; UK Research and Innovation; Space Telescope Science Institute; National Science Foundation","keywords":"Physics; Redshift; Spectroscopy; Population; Astrophysics; Astronomy; Galaxy; Medicine","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":[0.0004976222,0.0004107498,0.0002862143,0.0005068425,0.0003631456,0.001548513,0.0008084567,0.0004450059,0.00717123],"category_scores_gemma":[0.000745177,0.000342338,0.0001503046,0.0004007117,0.0003945312,0.001312008,0.0009925762,0.0004106307,0.002791111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003812243,"about_ca_system_score_gemma":0.0002588683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004649081,"about_ca_topic_score_gemma":0.0008965245,"domain_scores_codex":[0.9997599,0.00002142174,0.00002277144,0.00006139471,0.0000728748,0.00006173584],"domain_scores_gemma":[0.9996326,0.0000777762,0.0000922734,0.00006524986,0.00008984897,0.0000422313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001193959,0.00009615385,0.009588144,0.0001048289,0.0000561447,0.0002589572,0.0001499724,0.0006880957,0.9580824,0.002477286,0.005414484,0.02188955],"study_design_scores_gemma":[0.0002399153,0.0003773085,0.01500308,0.00003756094,0.00009051881,0.0007060565,0.0002678203,0.004787239,0.9447812,0.0007514553,0.03292611,0.00003171687],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9026657,0.00126914,0.04618355,0.001615604,0.0001738409,0.0001396879,0.001006584,0.003763299,0.04318258],"genre_scores_gemma":[0.9428645,0.0007265176,0.02617353,0.001031215,0.00009428346,0.0001231128,0.00102162,0.0007726913,0.02719252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00717123,"threshold_uncertainty_score":0.02399021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005062721101544195,"score_gpt":0.2414777721333515,"score_spread":0.2364150510318073,"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."}}