{"id":"W3125762999","doi":"","title":"CFHTLenS: The Canada-France-Hawaii Telescope Lensing Survey","year":2012,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":455,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Weak gravitational lensing; Cosmology; Physics; Gravitational lens; Astrophysics; Photometric redshift; Redshift; Sky; Large Synoptic Survey Telescope; COSMIC cancer database; Telescope; Astronomy; Galaxy","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":[0.000615946,0.0004188007,0.0002236489,0.003065947,0.0008482081,0.0009294027,0.0005728976,0.0003173856,0.006502498],"category_scores_gemma":[0.001801337,0.0001614853,0.0002436753,0.003534509,0.0003126453,0.0004551477,0.001031767,0.000409776,0.001492767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002911488,"about_ca_system_score_gemma":0.00366873,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7177641,"about_ca_topic_score_gemma":0.7381762,"domain_scores_codex":[0.9996346,0.00003422335,0.00001228586,0.00008111112,0.0001368858,0.0001008636],"domain_scores_gemma":[0.9988355,0.00008600027,0.0002155228,0.0001794524,0.0004006735,0.0002828815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002160058,0.00005756967,0.6050335,0.0002388523,0.0002232067,0.0004481925,0.001261732,0.003594481,0.004859857,0.01041831,0.2307966,0.1428517],"study_design_scores_gemma":[0.00003897592,0.00003160782,0.7616124,0.00006838777,0.00004129756,0.0002328898,0.000388057,0.004883331,0.00213074,0.001465462,0.2290359,0.00007091049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.435748,0.00234395,0.01855944,0.002008551,0.0002382598,0.0006921114,0.448034,0.003881491,0.08849418],"genre_scores_gemma":[0.6915759,0.001194885,0.03793501,0.0006231538,0.0002163322,0.0004881772,0.2378783,0.0005153028,0.02957298],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2822359,"threshold_uncertainty_score":0.5677961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00821027426581485,"score_gpt":0.1742997687224047,"score_spread":0.1660894944565898,"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."}}