{"id":"W2071311164","doi":"10.1088/0067-0049/184/1/138","title":"XID II: STATISTICAL CROSS-ASSOCIATION OF <i>ROSAT</i> BRIGHT SOURCE CATALOG X-RAY SOURCES WITH 2MASS POINT SOURCE CATALOG NEAR-INFRARED SOURCES","year":2009,"lang":"en","type":"article","venue":"The Astrophysical Journal Supplement Series","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Point source; Source counts; Confusion; Data source; Sky; ROSAT; Quality (philosophy); Point (geometry)","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":[0.002758088,0.0005501689,0.0007779173,0.006919627,0.0006672312,0.002554846,0.001007341,0.0004344861,0.03518783],"category_scores_gemma":[0.008131059,0.0003241285,0.0008461294,0.005342255,0.0003555062,0.0007043791,0.001691943,0.0007390798,0.009588368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005691808,"about_ca_system_score_gemma":0.0005580405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007167476,"about_ca_topic_score_gemma":0.00663849,"domain_scores_codex":[0.9973627,0.0003386976,0.0002208563,0.0008154905,0.0009734306,0.0002888315],"domain_scores_gemma":[0.9885702,0.002904998,0.003308698,0.002734684,0.001676207,0.000805271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002083922,0.00005433063,0.8760141,0.0001259346,0.0005422987,0.0001179376,0.0000935885,0.001716161,0.0009502908,0.001024693,0.1015342,0.01761805],"study_design_scores_gemma":[0.0000228505,0.00005985465,0.9681999,0.00003011906,0.00007112079,0.0002370399,0.0001080834,0.002070035,0.00065451,0.000360766,0.02816612,0.00001963235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3979437,0.0009424749,0.01229692,0.000427686,0.0003815624,0.0004283288,0.5411506,0.00464518,0.04178347],"genre_scores_gemma":[0.5514514,0.0002305506,0.005701317,0.000283838,0.0003401495,0.0004369077,0.4258837,0.0009892051,0.01468299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03518783,"threshold_uncertainty_score":0.1177151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00506468871635487,"score_gpt":0.2435339285197567,"score_spread":0.2384692398034019,"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."}}