{"id":"W6889656123","doi":"10.25916/sut.26227232","title":"RCSLenS: The Red Cluster Sequence Lensing Survey","year":2024,"lang":"en","type":"article","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Technology Facilities Council","keywords":"Weak gravitational lensing; Gravitational lens; Strong gravitational lensing; Redshift; Galaxy; Photometric redshift; Cluster (spacecraft); Galaxy cluster","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002985467,0.0002581085,0.0003401241,0.001198399,0.0008555674,0.0001069538,0.001286493,0.0002100188,0.00095632],"category_scores_gemma":[0.0001753813,0.0002350748,0.0001806741,0.002946843,0.001573515,0.0006588985,0.0007633591,0.001302473,0.0002319175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003600035,"about_ca_system_score_gemma":0.0004805838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003296814,"about_ca_topic_score_gemma":0.0002683091,"domain_scores_codex":[0.9971696,0.0003617413,0.0003489425,0.0005730562,0.000628047,0.0009186342],"domain_scores_gemma":[0.9975458,0.0004139895,0.0001199093,0.0009874647,0.0008140542,0.0001187723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007489363,0.0001093016,0.9399543,0.00007148003,0.0003302428,0.000001723171,0.001533755,0.00003529832,0.001654686,0.02680178,0.02519217,0.004240334],"study_design_scores_gemma":[0.001125048,0.0002658282,0.8887364,0.0004102592,0.00008253416,0.00001974143,0.009430053,0.006040759,0.001988803,0.0449804,0.04633785,0.0005823257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877023,0.0004591221,0.0007579581,0.006934918,0.0001914368,0.0005307976,0.00007576235,0.0002935619,0.003054119],"genre_scores_gemma":[0.99494,0.00007186487,0.0005696682,0.00000265369,0.0001055343,0.000002491325,0.00006499611,0.00002995184,0.004212874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05121794,"threshold_uncertainty_score":0.999957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04269305477115667,"score_gpt":0.2843769579633018,"score_spread":0.2416839031921451,"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."}}