{"id":"W7134463443","doi":"","title":"EPOCHS. III. Unbiased UV Continuum Slopes at 6.5 < z < 13 from Combined PEARLS GTO and Public JWST/NIRCam Imaging","year":2024,"lang":"en","type":"article","venue":"Apollo (University of Cambridge)","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"James Webb Space Telescope; Research council; Excellence; Space (punctuation); Space Science; Spitzer Space Telescope; Work (physics); Kepler; Grant funding","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009771153,0.0002032465,0.0003008302,0.0001944501,0.0001364568,0.00007944267,0.0002081072,0.00007515391,0.0001010398],"category_scores_gemma":[0.000009856172,0.0002477679,0.0001110559,0.0002066235,0.0001254722,0.0003293213,0.0001392831,0.0001638164,0.00009136345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008952992,"about_ca_system_score_gemma":0.00002643083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00183724,"about_ca_topic_score_gemma":0.0005596732,"domain_scores_codex":[0.9991,0.00002236423,0.0001253996,0.0003046605,0.0001373045,0.0003102327],"domain_scores_gemma":[0.999422,0.0001282082,0.00003404366,0.0002227937,0.00004100378,0.0001520134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004315809,0.0001922651,0.005146566,0.0007952898,0.001365525,0.001232626,0.01093081,0.0004132002,0.6476477,0.003950733,0.3041751,0.02371863],"study_design_scores_gemma":[0.01792151,0.0006550821,0.06747197,0.003007429,0.001307516,0.0002310968,0.0350376,0.2724798,0.1702285,0.0011849,0.4253592,0.005115445],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883789,0.002384772,0.00208185,0.0004363895,0.0003657243,0.0001983818,0.0001789421,0.0003576857,0.005617399],"genre_scores_gemma":[0.9961434,0.0003247632,0.0003033861,0.00006657343,0.00004498416,5.674683e-7,0.00007005748,0.00003287424,0.003013408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4774192,"threshold_uncertainty_score":0.9999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006439283907512886,"score_gpt":0.1666163464854417,"score_spread":0.1601770625779288,"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."}}