{"id":"W6959392379","doi":"10.1051/0004-6361:20066088/pdf","title":"Galaxy clusters in the CFHTLS","year":2006,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Aeronautics and Space Administration; California Institute of Technology; Danmarks Grundforskningsfond; Centre National de la Recherche Scientifique; Jet Propulsion Laboratory; National Research Foundation","keywords":"Redshift; Square (algebra); Cluster (spacecraft); Galaxy; Galaxy cluster; Noise (video)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005952144,0.000139968,0.0002090299,0.001869941,0.0004644923,0.0007132055,0.0006592985,0.000265378,0.004550611],"category_scores_gemma":[0.002626253,0.0001540887,0.0004030857,0.001384303,0.0002255163,0.0002698123,0.0007611013,0.0002263975,0.0008473522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001349526,"about_ca_system_score_gemma":0.0009968712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1080101,"about_ca_topic_score_gemma":0.08736975,"domain_scores_codex":[0.999712,0.00004289484,0.000009782215,0.00008740473,0.00009291035,0.00005490815],"domain_scores_gemma":[0.9995663,0.00009285667,0.00005015719,0.0001192725,0.0001185057,0.00005289558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004341466,0.0001020136,0.4256077,0.0001743559,0.0002318987,0.0004989079,0.001254802,0.2883559,0.01270562,0.04328069,0.02716325,0.2001908],"study_design_scores_gemma":[0.00005676634,0.00009857162,0.4652466,0.00004167361,0.00004453678,0.0002952302,0.0002715218,0.477831,0.006956776,0.01064296,0.03845058,0.00006382417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8829839,0.0001852156,0.0849788,0.0001704736,0.0000253092,0.0002168612,0.01468157,0.002281643,0.0144762],"genre_scores_gemma":[0.9030476,0.00007312641,0.07011712,0.00006191892,0.00001323471,0.000152385,0.0209259,0.000131795,0.005476886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1080101,"threshold_uncertainty_score":0.2147627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01295270621654154,"score_gpt":0.2452927273618073,"score_spread":0.2323400211452658,"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."}}