{"id":"W7095624768","doi":"","title":"Measurement of Star-Formation Rate from Hα in field galaxies at z=1","year":2008,"lang":"en","type":"article","venue":"","topic":"Big Data and Digital Economy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Redshift; Galaxy; Luminosity; Luminous infrared galaxy; Extinction (optical mineralogy); Field galaxy; Emission spectrum; Hubble Deep Field; Flux (metallurgy); Ultraviolet","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001042694,0.00004311665,0.00007223231,0.00003881192,0.00002033902,0.00001938613,0.0002106522,0.00001999074,0.00004998911],"category_scores_gemma":[0.00001854422,0.00003700392,0.0000167058,0.00007000847,0.0000109183,0.0009524602,0.0001241851,0.00002314328,0.00008022518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003549145,"about_ca_system_score_gemma":0.00002768265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003772921,"about_ca_topic_score_gemma":0.0005395202,"domain_scores_codex":[0.9995401,0.00001234739,0.0001612123,0.0001014184,0.0001066603,0.00007824572],"domain_scores_gemma":[0.9996697,0.00002345728,0.00003921657,0.0002124914,0.00003088889,0.00002426447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002558249,0.0009367837,0.6522305,0.0001954988,0.0001130967,0.00009261966,0.01270436,0.0002708546,0.01424668,0.07560535,0.1065682,0.1367803],"study_design_scores_gemma":[0.0009072784,0.0001448845,0.7141438,0.00005458628,0.000001786362,0.000007039378,0.00005197083,0.02111794,0.2525058,0.003734525,0.007056638,0.0002737796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9006173,0.0001118127,0.0728584,0.0005579081,0.0001147384,0.00008517044,0.000004832289,0.00004006283,0.02560978],"genre_scores_gemma":[0.9971755,0.0000182721,0.002558061,0.0001358713,0.000006254133,0.000002609402,0.000004341296,9.501955e-7,0.00009817537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2382592,"threshold_uncertainty_score":0.1508976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06060401323825402,"score_gpt":0.2150879531849216,"score_spread":0.1544839399466676,"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."}}