{"id":"W6966763783","doi":"10.48550/arxiv.1502.01883","title":"The Canadian Cluster Comparison Project: detailed study of systematics and updated weak lensing masses","year":2015,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Weak gravitational lensing; Cosmic microwave background; Redshift; Gravitational lens; Galaxy cluster; Cluster (spacecraft); Galaxy; Cosmology; Photometric redshift","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":[0.004730097,0.0004302453,0.0004695842,0.004223534,0.002938775,0.001315597,0.001702063,0.0003049634,0.001821755],"category_scores_gemma":[0.01814733,0.0002693564,0.0004147164,0.008944319,0.000741359,0.0005820018,0.001635319,0.0003069449,0.0002169373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01284279,"about_ca_system_score_gemma":0.01623062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9558403,"about_ca_topic_score_gemma":0.969427,"domain_scores_codex":[0.9971045,0.0004541733,0.0001039704,0.0006183428,0.001403073,0.0003159503],"domain_scores_gemma":[0.987766,0.001968143,0.001767342,0.001983285,0.005760862,0.0007544218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001286496,0.00001031681,0.9540534,0.00009938936,0.0003773411,0.00007469007,0.001272518,0.003189295,0.0009578402,0.00556527,0.009070653,0.02520056],"study_design_scores_gemma":[0.000008922288,0.00001070664,0.9847432,0.00002456761,0.00007197454,0.00004595221,0.0003307961,0.00236991,0.0007355657,0.0004770592,0.01115734,0.00002392264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9543285,0.001502739,0.005157134,0.0008158577,0.00003036876,0.0001013226,0.02631693,0.000184645,0.01156254],"genre_scores_gemma":[0.9825096,0.0004024087,0.004407009,0.00008100359,0.000009658219,0.0000472306,0.0104416,0.00009030176,0.002011163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04415965,"threshold_uncertainty_score":0.09318137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05955051226927385,"score_gpt":0.2070572649095042,"score_spread":0.1475067526402303,"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."}}