{"id":"W2105139159","doi":"10.1088/0004-637x/730/2/68","title":"SPECTROSCOPY OF LUMINOUS<i>z</i>&gt; 7 GALAXY CANDIDATES AND SOURCES OF CONTAMINATION IN<i>z</i>&gt; 7 GALAXY SEARCHES","year":2011,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"Agence Nationale de la Recherche","keywords":"Physics; Redshift; Astrophysics; Galaxy; Photometry (optics); Population; Spectral energy distribution; Astronomy; Spectroscopy; Luminosity function; Stars","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":[0.0008098334,0.0003439478,0.0004981262,0.002083563,0.0005708067,0.001151095,0.000807798,0.0004394061,0.001338212],"category_scores_gemma":[0.001492299,0.0002315025,0.0003200956,0.001823951,0.0004293224,0.0003905985,0.0009406449,0.0002631992,0.0006515948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006003881,"about_ca_system_score_gemma":0.0002488414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003439357,"about_ca_topic_score_gemma":0.006176182,"domain_scores_codex":[0.9995646,0.00003887506,0.00003184995,0.00007382967,0.0001417273,0.0001492069],"domain_scores_gemma":[0.9980286,0.0001869828,0.0008591617,0.0002197522,0.0003140024,0.0003916251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000272945,0.00005707549,0.9714778,0.00005483089,0.00004564537,0.0005725367,0.0005014078,0.0002429249,0.01532199,0.0005110257,0.0006201524,0.01032155],"study_design_scores_gemma":[0.00001445275,0.000127887,0.9899091,0.00002748395,0.00008413997,0.0008205862,0.0004923475,0.001100034,0.004894559,0.0002347394,0.002284052,0.00001068144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998181,0.0001076357,0.0003299579,0.00003934491,0.000002738754,0.00001083098,0.0001673872,0.00003165918,0.001129479],"genre_scores_gemma":[0.9969746,0.0001124316,0.001004411,0.00005337692,0.000009550078,0.00001650996,0.001318704,0.00002212575,0.0004884032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003439357,"threshold_uncertainty_score":0.006838679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01049576126846165,"score_gpt":0.2130573113229514,"score_spread":0.2025615500544897,"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."}}