{"id":"W1997771837","doi":"10.1088/0067-0049/204/2/21","title":"EXTENDED PHOTOMETRY FOR THE DEEP2 GALAXY REDSHIFT SURVEY: A TESTBED FOR PHOTOMETRIC REDSHIFT EXPERIMENTS","year":2013,"lang":"en","type":"article","venue":"The Astrophysical Journal Supplement Series","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"Photometry (optics); Physics; Redshift; Sky; Astrophysics; Galaxy; Astronomy; Redshift survey; Stars","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01127714,0.0007570155,0.0008214587,0.001983898,0.001079944,0.001438939,0.00224543,0.0006720072,0.006076462],"category_scores_gemma":[0.01356077,0.0004939667,0.0006453475,0.003235134,0.0008979872,0.003400501,0.004816797,0.001811962,0.003885006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008860641,"about_ca_system_score_gemma":0.001668879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004010775,"about_ca_topic_score_gemma":0.003853941,"domain_scores_codex":[0.9940584,0.002253824,0.000338959,0.001097992,0.001785261,0.0004656896],"domain_scores_gemma":[0.9768265,0.002473848,0.001285042,0.01416002,0.002147348,0.003107261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004792376,0.004801061,0.1988394,0.0007352281,0.0005609121,0.0006142938,0.00175718,0.03539234,0.06052886,0.1570218,0.2366689,0.2982876],"study_design_scores_gemma":[0.001545666,0.001803417,0.1833925,0.00019619,0.0001585716,0.0007607489,0.0005440183,0.09308108,0.03363062,0.06543678,0.6191825,0.0002678905],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3015639,0.000729012,0.391123,0.001805764,0.0007262484,0.003197173,0.2427486,0.02407287,0.03403353],"genre_scores_gemma":[0.22076,0.0002584253,0.486756,0.0006082166,0.0002651056,0.003564584,0.279483,0.003594793,0.004709895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01127714,"threshold_uncertainty_score":0.05963993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01845780152730186,"score_gpt":0.2662525795995384,"score_spread":0.2477947780722365,"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."}}