{"id":"W2142376555","doi":"10.1088/0067-0049/183/2/295","title":"A PUBLIC, <i>K</i> -SELECTED, OPTICAL-TO-NEAR-INFRARED CATALOG OF THE EXTENDED CHANDRA DEEP FIELD SOUTH (ECDFS) FROM THE MULTIWAVELENGTH SURVEY BY YALE-CHILE (MUSYC)","year":2009,"lang":"en","type":"article","venue":"The Astrophysical Journal Supplement Series","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; York University","funders":"","keywords":"Photometry (optics); Physics; Astrophysics; Redshift; Galaxy; Photometric redshift; Chandra Deep Field South; Astronomy; Outlier; Statistics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004426506,0.000346267,0.0003849953,0.00002913197,0.001154555,0.0003682252,0.001136818,0.00004391793,0.0006882563],"category_scores_gemma":[0.000115488,0.0001862623,0.0002355266,0.000491467,0.0002423915,0.0004567123,0.0002397603,0.0006253741,0.00004303856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005941079,"about_ca_system_score_gemma":0.00016908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00045302,"about_ca_topic_score_gemma":0.0001097244,"domain_scores_codex":[0.9972812,0.0004098712,0.0006817896,0.0002646769,0.000702668,0.000659807],"domain_scores_gemma":[0.9979215,0.0003566943,0.0004411066,0.0006983422,0.0003763484,0.0002059659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001178956,0.001602923,0.8491005,0.00001234902,0.001095968,2.539791e-7,0.02313628,0.0003063069,0.009669359,0.03064324,0.07757232,0.005681589],"study_design_scores_gemma":[0.00091546,0.0004450543,0.9830054,0.00002053699,0.00006780779,0.000003398677,0.001598074,0.0003066551,0.003584647,0.008720993,0.001087809,0.0002441318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751266,0.00003401097,0.01276572,0.01023846,0.000232008,0.0005523261,0.0009823346,0.00002555201,0.0000430232],"genre_scores_gemma":[0.9962956,0.000006043651,0.002415681,0.0001239252,0.0005586942,0.00003221918,0.0003840099,0.00002459406,0.0001592384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.133905,"threshold_uncertainty_score":0.8880019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019308118721436,"score_gpt":0.2060508462667687,"score_spread":0.1958577650795543,"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."}}