{"id":"W6927054419","doi":"10.25916/sut.26228006","title":"CFHTLenS revisited: Assessing concordance with Planck including astrophysical systematics","year":2024,"lang":"en","type":"article","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Technology Facilities Council","keywords":"Planck; Cosmic microwave background; COSMIC cancer database; Cosmology; Redshift; Concordance; Cosmic background radiation; Weak gravitational lensing","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":[0.001155239,0.0002481765,0.0005178669,0.0006284451,0.0004841063,0.00004391188,0.0009590664,0.000407716,0.001022854],"category_scores_gemma":[0.0002014492,0.0002231326,0.0001029064,0.001992277,0.002705636,0.0004323196,0.001409914,0.00131425,0.0005473295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004432474,"about_ca_system_score_gemma":0.0001345755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003303511,"about_ca_topic_score_gemma":0.0001078871,"domain_scores_codex":[0.9974181,0.0002228453,0.000275588,0.0007130653,0.0005674265,0.0008029742],"domain_scores_gemma":[0.998723,0.0003010065,0.00009712354,0.0006418956,0.0001044162,0.000132499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001273698,0.00119314,0.4331691,0.00292147,0.001637337,0.008172114,0.002291757,0.0008727505,0.2613278,0.1369551,0.07234307,0.07784269],"study_design_scores_gemma":[0.01102309,0.0126686,0.1520278,0.01413081,0.001265103,0.003018705,0.03103096,0.02253416,0.04623704,0.06454229,0.6361679,0.005353574],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960754,0.0005775246,0.004267924,0.00233197,0.0001303334,0.0005385451,0.0000158193,0.0004145883,0.03096925],"genre_scores_gemma":[0.9897884,0.0001173537,0.007455305,0.00001676972,0.00006032801,0.000002429779,0.00001136949,0.00002368096,0.002524435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5638248,"threshold_uncertainty_score":0.9998903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02827365221910352,"score_gpt":0.2955300192595345,"score_spread":0.267256367040431,"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."}}