{"id":"W2031358467","doi":"10.1086/518561","title":"Spectroscopy of Moderately High Redshift RCS-1 Clusters","year":2007,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Redshift; Cluster (spacecraft); Spectroscopy; Redshift survey; Calibration; Galaxy groups and clusters; Galaxy cluster","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":[0.0007737105,0.0002048907,0.0003139009,0.0000768114,0.0002783794,0.0000957955,0.0005978133,0.00003528874,0.000749616],"category_scores_gemma":[0.000008627371,0.0001399373,0.0002683444,0.0001300077,0.0003136254,0.0001905021,0.0001544293,0.0008812238,0.00009053483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006733512,"about_ca_system_score_gemma":0.0001523402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007493467,"about_ca_topic_score_gemma":0.000001643502,"domain_scores_codex":[0.9981205,0.0001023738,0.0005361498,0.000198339,0.0003176321,0.0007249506],"domain_scores_gemma":[0.9988372,0.0002285455,0.0002624251,0.0002916634,0.00008186091,0.0002982913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00490777,0.001763245,0.2502346,0.00001243784,0.001473658,0.00001138117,0.001081957,0.01664876,0.1086803,0.08706843,0.004129231,0.5239882],"study_design_scores_gemma":[0.004866121,0.001196032,0.4152217,0.0001125257,0.000181421,0.00001613746,0.003952651,0.002999676,0.5411413,0.02779905,0.001667195,0.0008462536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6726205,0.000009948461,0.3257266,0.0003486243,0.0001171764,0.00009065698,0.00001055089,0.000006485458,0.001069515],"genre_scores_gemma":[0.990833,6.161898e-7,0.007386693,0.00001473031,0.00159338,0.000002876681,0.000006738628,0.00002156709,0.0001404078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.523142,"threshold_uncertainty_score":0.8207769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048033693373569,"score_gpt":0.2755445045322886,"score_spread":0.2650641675985529,"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."}}