{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001294486,0.0006230652,0.0004016809,0.003761012,0.0004602776,0.000793731,0.000848493,0.0002635706,0.008049479],"category_scores_gemma":[0.001221413,0.0002326289,0.0003215622,0.003498561,0.0001881564,0.0005071706,0.001261892,0.0003366114,0.006629223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053155,"about_ca_system_score_gemma":0.001192426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06422579,"about_ca_topic_score_gemma":0.1088986,"domain_scores_codex":[0.9991972,0.0001151645,0.00004274766,0.0001934397,0.0003173946,0.0001340426],"domain_scores_gemma":[0.9988841,0.00007766862,0.0002890849,0.0001728595,0.0002783787,0.0002978155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000633873,0.0001871,0.3044677,0.0004136635,0.0002904367,0.0003545317,0.0006184352,0.005244532,0.005728221,0.007154172,0.5331884,0.1417189],"study_design_scores_gemma":[0.0001267029,0.0001269127,0.5696413,0.00008484432,0.00008198281,0.0003185045,0.0002492328,0.008239258,0.002457076,0.001476425,0.4171206,0.00007728398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3186213,0.001585898,0.01220753,0.0006793356,0.0001430244,0.000541465,0.6137552,0.006275069,0.04619104],"genre_scores_gemma":[0.2212054,0.001078535,0.0391364,0.0005824885,0.0002384801,0.0004662459,0.7121308,0.0009656023,0.02419596],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06422579,"threshold_uncertainty_score":0.1277039,"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."}}